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 "name": "Trusty Models directory",
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 "method": "https://trustymodels.com/trust-scores/",
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     "status": "verified",
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     "value": "Llama Community License",
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     "status": "verified"
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     "status": "verified"
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     "status": "verified"
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     "status": "verified"
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     "status": "verified",
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     "status": "not yet checked",
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     "status": "not yet checked",
     "note": "Config file is behind a sign-up wall. Not yet checked."
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     "value": "2024-07-18",
     "source": "https://huggingface.co/api/models/meta-llama/Llama-3.1-8B-Instruct",
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     "value": "lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF",
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   "slug": "llama-3-2-3b",
   "name": "Llama 3.2 3B",
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     "status": "verified",
     "note": "Official maker account on Hugging Face."
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     "value": "Llama Community License",
     "source": "https://www.llama.com/llama3_2/license/",
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     "status": "verified"
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     "status": "verified"
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     "status": "verified"
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     "status": "verified"
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     "value": "Yes. Free Hugging Face account and accept terms.",
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     "status": "verified"
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     "status": "verified",
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     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
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     "source": null,
     "checked": null,
     "status": "not yet checked",
     "note": "Config file is behind a sign-up wall. Not yet checked."
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     "value": "2024-09-18",
     "source": "https://huggingface.co/api/models/meta-llama/Llama-3.2-3B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
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    "gguf_files": {
     "value": "lmstudio-community/Llama-3.2-3B-Instruct-GGUF",
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     "status": "verified"
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     "status": "not yet checked",
     "note": "Context window not yet checked."
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   },
   "url": "https://trustymodels.com/models/llama-3-2-3b/"
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  {
   "slug": "llama-3-3-70b",
   "name": "Llama 3.3 70B",
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   "maker": "Meta",
   "maker_url": "https://www.llama.com/",
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   "moe": false,
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   "business": "limits",
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    "quality_tier": "Top home tier",
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    "note": "Our formula, not a test result. See the methods page."
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    "no_signup": 5,
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    "open_data": 0,
    "facts_checked": 8
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   "facts": {
    "maker": {
     "value": "Meta",
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     "status": "verified",
     "note": "Official maker account on Hugging Face."
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     "value": "Llama Community License",
     "source": "https://www.llama.com/llama3_3/license/",
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     "status": "verified"
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     "status": "verified"
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     "status": "verified"
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    "business_use": {
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     "status": "verified"
    },
    "signup_needed": {
     "value": "Yes. Free Hugging Face account and accept terms.",
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     "status": "verified"
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     "source": "https://huggingface.co/api/models/meta-llama/Llama-3.3-70B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
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     "status": "not yet checked",
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     "note": "Config file is behind a sign-up wall. Not yet checked."
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     "value": "2024-11-26",
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     "note": "Context window not yet checked."
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   "slug": "llama-4-scout",
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    "vision"
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     "status": "verified",
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     "source": "https://www.llama.com/llama4/license/",
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     "status": "verified"
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     "status": "verified"
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     "source": "https://huggingface.co/api/models/meta-llama/Llama-4-Scout-17B-16E-Instruct",
     "checked": "2026-10-14",
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     "status": "not yet checked",
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     "note": "Config file is behind a sign-up wall. Not yet checked."
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     "note": "Context window not yet checked."
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   "slug": "gpt-oss-20b",
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    "reasoning",
    "agents"
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     "status": "verified"
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     "status": "verified",
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     "status": "not yet checked",
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     "status": "verified"
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    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
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     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
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  {
   "slug": "gpt-oss-120b",
   "name": "GPT-OSS 120B",
   "repo": "openai/gpt-oss-120b",
   "official_repo": "https://huggingface.co/openai/gpt-oss-120b",
   "maker": "OpenAI",
   "maker_url": "https://openai.com/",
   "good_at": "Hard reasoning and agent tasks on a high-end workstation.",
   "uses": [
    "reasoning",
    "agents"
   ],
   "moe": true,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 116.8,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/gpt-oss-120b-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 70.1,
    "ram_gb": 87,
    "ram_tier": "128 GB",
    "quality_tier": "Top home tier",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "OpenAI",
     "source": "https://huggingface.co/openai/gpt-oss-120b",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/openai/gpt-oss-120b",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "116.8 billion",
     "source": "https://huggingface.co/api/models/openai/gpt-oss-120b",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/openai/gpt-oss-120b",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/openai/gpt-oss-120b/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-08-04",
     "source": "https://huggingface.co/api/models/openai/gpt-oss-120b",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/gpt-oss-120b-GGUF",
     "source": "https://huggingface.co/lmstudio-community/gpt-oss-120b-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/gpt-oss-120b/"
  },
  {
   "slug": "qwen3-5-9b",
   "name": "Qwen3.5 9B",
   "repo": "Qwen/Qwen3.5-9B",
   "official_repo": "https://huggingface.co/Qwen/Qwen3.5-9B",
   "maker": "Alibaba Qwen",
   "maker_url": "https://qwen.ai/",
   "good_at": "Chat, writing, and tool use with a long memory window.",
   "uses": [
    "chat",
    "agents"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 9.7,
   "context_tokens": 262144,
   "gguf_repo": "lmstudio-community/Qwen3.5-9B-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 5.8,
    "ram_gb": 9,
    "ram_tier": "16 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Alibaba Qwen",
     "source": "https://huggingface.co/Qwen/Qwen3.5-9B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://huggingface.co/Qwen/Qwen3.5-9B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://huggingface.co/Qwen/Qwen3.5-9B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://huggingface.co/Qwen/Qwen3.5-9B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://huggingface.co/Qwen/Qwen3.5-9B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3.5-9B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "9.7 billion",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3.5-9B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/Qwen/Qwen3.5-9B",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "256K tokens",
     "source": "https://huggingface.co/Qwen/Qwen3.5-9B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2026-02-27",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3.5-9B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Qwen3.5-9B-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Qwen3.5-9B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/qwen3-5-9b/"
  },
  {
   "slug": "qwen3-8-27b",
   "name": "Qwen3.8 27B",
   "repo": "Qwen/Qwen3.8-27B",
   "official_repo": "https://huggingface.co/Qwen/Qwen3.8-27B",
   "maker": "Alibaba Qwen",
   "maker_url": "https://qwen.ai/",
   "good_at": "Strong all-round model for a 32 GB machine.",
   "uses": [
    "chat",
    "reasoning",
    "agents"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 27.8,
   "context_tokens": 262144,
   "gguf_repo": "lmstudio-community/Qwen3.8-27B-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 16.7,
    "ram_gb": 23,
    "ram_tier": "32 GB",
    "quality_tier": "Very strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Alibaba Qwen",
     "source": "https://huggingface.co/Qwen/Qwen3.8-27B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3.8-27B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "27.8 billion",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3.8-27B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/Qwen/Qwen3.8-27B",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "256K tokens",
     "source": "https://huggingface.co/Qwen/Qwen3.8-27B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2026-08-05",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3.8-27B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Qwen3.8-27B-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Qwen3.8-27B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/qwen3-8-27b/"
  },
  {
   "slug": "qwen3-4b-2507",
   "name": "Qwen3 4B 2507",
   "repo": "Qwen/Qwen3-4B-Instruct-2507",
   "official_repo": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507",
   "maker": "Alibaba Qwen",
   "maker_url": "https://qwen.ai/",
   "good_at": "Small, fast helper with a long memory window.",
   "uses": [
    "chat",
    "small",
    "agents"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 4.0,
   "context_tokens": 262144,
   "gguf_repo": "lmstudio-community/Qwen3-4B-Instruct-2507-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 2.4,
    "ram_gb": 5,
    "ram_tier": "8 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Alibaba Qwen",
     "source": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-4B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "4.0 billion",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-4B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "256K tokens",
     "source": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-08-05",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-4B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Qwen3-4B-Instruct-2507-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Qwen3-4B-Instruct-2507-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/qwen3-4b-2507/"
  },
  {
   "slug": "qwen3-8b",
   "name": "Qwen3 8B",
   "repo": "Qwen/Qwen3-8B",
   "official_repo": "https://huggingface.co/Qwen/Qwen3-8B",
   "maker": "Alibaba Qwen",
   "maker_url": "https://qwen.ai/",
   "good_at": "Chat and step-by-step thinking on a normal laptop.",
   "uses": [
    "chat",
    "reasoning"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 8.2,
   "context_tokens": 40960,
   "gguf_repo": "lmstudio-community/Qwen3-8B-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 4.9,
    "ram_gb": 8,
    "ram_tier": "8 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Alibaba Qwen",
     "source": "https://huggingface.co/Qwen/Qwen3-8B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://huggingface.co/Qwen/Qwen3-8B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://huggingface.co/Qwen/Qwen3-8B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://huggingface.co/Qwen/Qwen3-8B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://huggingface.co/Qwen/Qwen3-8B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-8B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "8.2 billion",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-8B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/Qwen/Qwen3-8B",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "40K tokens",
     "source": "https://huggingface.co/Qwen/Qwen3-8B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-04-27",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-8B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Qwen3-8B-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Qwen3-8B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "No",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/qwen3-8b/"
  },
  {
   "slug": "qwen3-14b",
   "name": "Qwen3 14B",
   "repo": "Qwen/Qwen3-14B",
   "official_repo": "https://huggingface.co/Qwen/Qwen3-14B",
   "maker": "Alibaba Qwen",
   "maker_url": "https://qwen.ai/",
   "good_at": "Better reasoning than the 8B for 16 to 32 GB machines.",
   "uses": [
    "chat",
    "reasoning"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 14.8,
   "context_tokens": 40960,
   "gguf_repo": "lmstudio-community/Qwen3-14B-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 8.9,
    "ram_gb": 13,
    "ram_tier": "16 GB",
    "quality_tier": "Strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Alibaba Qwen",
     "source": "https://huggingface.co/Qwen/Qwen3-14B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://huggingface.co/Qwen/Qwen3-14B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://huggingface.co/Qwen/Qwen3-14B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://huggingface.co/Qwen/Qwen3-14B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://huggingface.co/Qwen/Qwen3-14B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-14B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "14.8 billion",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-14B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/Qwen/Qwen3-14B",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "40K tokens",
     "source": "https://huggingface.co/Qwen/Qwen3-14B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-04-27",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-14B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Qwen3-14B-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Qwen3-14B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "No",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/qwen3-14b/"
  },
  {
   "slug": "qwen3-30b-a3b-2507",
   "name": "Qwen3 30B-A3B 2507",
   "repo": "Qwen/Qwen3-30B-A3B-Instruct-2507",
   "official_repo": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507",
   "maker": "Alibaba Qwen",
   "maker_url": "https://qwen.ai/",
   "good_at": "Fast for its size. Good chat and tool use.",
   "uses": [
    "chat",
    "agents"
   ],
   "moe": true,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 30.5,
   "context_tokens": 262144,
   "gguf_repo": "lmstudio-community/Qwen3-30B-A3B-Instruct-2507-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 18.3,
    "ram_gb": 24,
    "ram_tier": "32 GB",
    "quality_tier": "Very strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Alibaba Qwen",
     "source": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-30B-A3B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "30.5 billion",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-30B-A3B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "256K tokens",
     "source": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-07-28",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-30B-A3B-Instruct-2507",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Qwen3-30B-A3B-Instruct-2507-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Qwen3-30B-A3B-Instruct-2507-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/qwen3-30b-a3b-2507/"
  },
  {
   "slug": "qwen3-32b",
   "name": "Qwen3 32B",
   "repo": "Qwen/Qwen3-32B",
   "official_repo": "https://huggingface.co/Qwen/Qwen3-32B",
   "maker": "Alibaba Qwen",
   "maker_url": "https://qwen.ai/",
   "good_at": "Careful reasoning on a 32 GB or larger machine.",
   "uses": [
    "reasoning"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 32.8,
   "context_tokens": 40960,
   "gguf_repo": "lmstudio-community/Qwen3-32B-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 19.7,
    "ram_gb": 26,
    "ram_tier": "32 GB",
    "quality_tier": "Very strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Alibaba Qwen",
     "source": "https://huggingface.co/Qwen/Qwen3-32B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://huggingface.co/Qwen/Qwen3-32B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://huggingface.co/Qwen/Qwen3-32B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://huggingface.co/Qwen/Qwen3-32B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://huggingface.co/Qwen/Qwen3-32B/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-32B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "32.8 billion",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-32B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/Qwen/Qwen3-32B",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "40K tokens",
     "source": "https://huggingface.co/Qwen/Qwen3-32B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-04-27",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-32B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Qwen3-32B-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Qwen3-32B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "No",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/qwen3-32b/"
  },
  {
   "slug": "qwen3-coder-30b",
   "name": "Qwen3 Coder 30B",
   "repo": "Qwen/Qwen3-Coder-30B-A3B-Instruct",
   "official_repo": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct",
   "maker": "Alibaba Qwen",
   "maker_url": "https://qwen.ai/",
   "good_at": "Writing and fixing code. Works with coding agents.",
   "uses": [
    "coding",
    "agents"
   ],
   "moe": true,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 30.5,
   "context_tokens": 262144,
   "gguf_repo": "lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 18.3,
    "ram_gb": 24,
    "ram_tier": "32 GB",
    "quality_tier": "Very strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Alibaba Qwen",
     "source": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blob/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-Coder-30B-A3B-Instruct",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "30.5 billion",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-Coder-30B-A3B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "256K tokens",
     "source": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-07-31",
     "source": "https://huggingface.co/api/models/Qwen/Qwen3-Coder-30B-A3B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/qwen3-coder-30b/"
  },
  {
   "slug": "qwen2-5-vl-7b",
   "name": "Qwen2.5 VL 7B",
   "repo": "Qwen/Qwen2.5-VL-7B-Instruct",
   "official_repo": "https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct",
   "maker": "Alibaba Qwen",
   "maker_url": "https://qwen.ai/",
   "good_at": "Reading photos, charts, and screenshots.",
   "uses": [
    "vision"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 8.3,
   "context_tokens": 128000,
   "gguf_repo": "lmstudio-community/Qwen2.5-VL-7B-Instruct-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 5.0,
    "ram_gb": 8,
    "ram_tier": "8 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Alibaba Qwen",
     "source": "https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/Qwen/Qwen2.5-VL-7B-Instruct",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "8.3 billion",
     "source": "https://huggingface.co/api/models/Qwen/Qwen2.5-VL-7B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "125K tokens",
     "source": "https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-01-26",
     "source": "https://huggingface.co/api/models/Qwen/Qwen2.5-VL-7B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Qwen2.5-VL-7B-Instruct-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Qwen2.5-VL-7B-Instruct-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/qwen2-5-vl-7b/"
  },
  {
   "slug": "gemma-4-12b",
   "name": "Gemma 4 12B",
   "repo": "google/gemma-4-12B-it",
   "official_repo": "https://huggingface.co/google/gemma-4-12B-it",
   "maker": "Google",
   "maker_url": "https://ai.google.dev/gemma",
   "good_at": "Clear writing and chat with a long memory window.",
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    "facts_checked": 9
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     "source": "https://huggingface.co/google/gemma-4-12B-it",
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     "status": "verified"
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     "source": "https://huggingface.co/api/models/google/gemma-4-12B-it",
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     "note": "We have not found a full public training data release. Not yet checked in depth."
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    "context_window": {
     "value": "256K tokens",
     "source": "https://huggingface.co/google/gemma-4-12B-it/blob/main/config.json",
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     "source": "https://huggingface.co/api/models/google/gemma-4-12B-it",
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     "source": "https://huggingface.co/lmstudio-community/gemma-4-12B-it-GGUF",
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     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
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    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/google/gemma-4-E4B-it/blob/main/config.json",
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     "source": "https://huggingface.co/api/models/google/gemma-4-E4B-it",
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     "value": "lmstudio-community/gemma-4-E4B-it-GGUF",
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    "no_signup": 5,
    "business": 8,
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     "status": "verified",
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     "status": "verified",
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   "slug": "gemma-3-27b",
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   "maker": "Google",
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   "slug": "gemma-3n-e4b",
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     "value": "Gemma Terms of Use",
     "source": "https://ai.google.dev/gemma/terms",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "Google's own terms. You can use it for free, also for work, but you must follow Google's Prohibited Use Policy.",
     "source": "https://ai.google.dev/gemma/terms",
     "checked": "2026-10-14",
     "status": "verified"
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    "truly_open": {
     "value": "No, open weights with custom rules",
     "source": "https://ai.google.dev/gemma/terms",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes, with limits. You must follow the Gemma Prohibited Use Policy and pass those rules on if you share it.",
     "source": "https://ai.google.dev/gemma/terms",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "Yes. Free Hugging Face account and accept terms.",
     "source": "https://huggingface.co/api/models/google/gemma-3n-E4B-it",
     "checked": "2026-10-14",
     "status": "verified"
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    "parameters": {
     "value": "7.8 billion",
     "source": "https://huggingface.co/api/models/google/gemma-3n-E4B-it",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/google/gemma-3n-E4B-it",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": null,
     "source": null,
     "checked": null,
     "status": "not yet checked",
     "note": "Config file is behind a sign-up wall. Not yet checked."
    },
    "first_posted": {
     "value": "2025-06-03",
     "source": "https://huggingface.co/api/models/google/gemma-3n-E4B-it",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/gemma-3n-E4B-it-text-GGUF",
     "source": "https://huggingface.co/lmstudio-community/gemma-3n-E4B-it-text-GGUF",
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     "status": "verified"
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    "hermes_ok": {
     "value": null,
     "source": null,
     "checked": null,
     "status": "not yet checked",
     "note": "Context window not yet checked."
    }
   },
   "url": "https://trustymodels.com/models/gemma-3n-e4b/"
  },
  {
   "slug": "deepseek-r1-distill-7b",
   "name": "DeepSeek R1 Distill 7B",
   "repo": "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
   "official_repo": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
   "maker": "DeepSeek",
   "maker_url": "https://www.deepseek.com/",
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   "uses": [
    "reasoning"
   ],
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   "license_family": "mit",
   "osi": true,
   "business": "yes",
   "gated": false,
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   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/DeepSeek-R1-Distill-Qwen-7B-GGUF",
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    "q4_file_gb": 4.6,
    "ram_gb": 8,
    "ram_tier": "8 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "DeepSeek",
     "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "MIT License",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A short, standard open source license. You can do almost anything with it. Keep the copyright notice.",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the copyright notice when you share it.",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "7.6 billion",
     "source": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-01-20",
     "source": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/DeepSeek-R1-Distill-Qwen-7B-GGUF",
     "source": "https://huggingface.co/lmstudio-community/DeepSeek-R1-Distill-Qwen-7B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/deepseek-r1-distill-7b/"
  },
  {
   "slug": "deepseek-r1-distill-14b",
   "name": "DeepSeek R1 Distill 14B",
   "repo": "deepseek-ai/DeepSeek-R1-Distill-Qwen-14B",
   "official_repo": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B",
   "maker": "DeepSeek",
   "maker_url": "https://www.deepseek.com/",
   "good_at": "Thinks out loud before it answers. Good for math and logic.",
   "uses": [
    "reasoning"
   ],
   "moe": false,
   "license_family": "mit",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 14.8,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/DeepSeek-R1-Distill-Qwen-14B-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 8.9,
    "ram_gb": 13,
    "ram_tier": "16 GB",
    "quality_tier": "Strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "DeepSeek",
     "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "MIT License",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A short, standard open source license. You can do almost anything with it. Keep the copyright notice.",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the copyright notice when you share it.",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "14.8 billion",
     "source": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-01-20",
     "source": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/DeepSeek-R1-Distill-Qwen-14B-GGUF",
     "source": "https://huggingface.co/lmstudio-community/DeepSeek-R1-Distill-Qwen-14B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/deepseek-r1-distill-14b/"
  },
  {
   "slug": "deepseek-r1-0528-8b",
   "name": "DeepSeek R1 0528 8B",
   "repo": "deepseek-ai/DeepSeek-R1-0528-Qwen3-8B",
   "official_repo": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B",
   "maker": "DeepSeek",
   "maker_url": "https://www.deepseek.com/",
   "good_at": "Newer small thinking model for math and logic.",
   "uses": [
    "reasoning"
   ],
   "moe": false,
   "license_family": "mit",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 8.2,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 4.9,
    "ram_gb": 8,
    "ram_tier": "8 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "DeepSeek",
     "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "MIT License",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A short, standard open source license. You can do almost anything with it. Keep the copyright notice.",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the copyright notice when you share it.",
     "source": "https://opensource.org/license/mit",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "8.2 billion",
     "source": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-05-29",
     "source": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-GGUF",
     "source": "https://huggingface.co/lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/deepseek-r1-0528-8b/"
  },
  {
   "slug": "phi-4",
   "name": "Phi-4",
   "repo": "microsoft/phi-4",
   "official_repo": "https://huggingface.co/microsoft/phi-4",
   "maker": "Microsoft",
   "maker_url": "https://azure.microsoft.com/en-us/products/phi",
   "good_at": "Reasoning and math in a mid-size model.",
   "uses": [
    "reasoning"
   ],
   "moe": false,
   "license_family": "mit",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 14.7,
   "context_tokens": 16384,
   "gguf_repo": "lmstudio-community/phi-4-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 8.8,
    "ram_gb": 13,
    "ram_tier": "16 GB",
    "quality_tier": "Strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Microsoft",
     "source": "https://huggingface.co/microsoft/phi-4",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "MIT License",
     "source": "https://huggingface.co/microsoft/phi-4/resolve/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A short, standard open source license. You can do almost anything with it. Keep the copyright notice.",
     "source": "https://huggingface.co/microsoft/phi-4/resolve/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://huggingface.co/microsoft/phi-4/resolve/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the copyright notice when you share it.",
     "source": "https://huggingface.co/microsoft/phi-4/resolve/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/microsoft/phi-4",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "14.7 billion",
     "source": "https://huggingface.co/api/models/microsoft/phi-4",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/microsoft/phi-4",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "16K tokens",
     "source": "https://huggingface.co/microsoft/phi-4/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2024-12-11",
     "source": "https://huggingface.co/api/models/microsoft/phi-4",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/phi-4-GGUF",
     "source": "https://huggingface.co/lmstudio-community/phi-4-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "No",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/phi-4/"
  },
  {
   "slug": "phi-4-mini",
   "name": "Phi-4 mini",
   "repo": "microsoft/Phi-4-mini-instruct",
   "official_repo": "https://huggingface.co/microsoft/Phi-4-mini-instruct",
   "maker": "Microsoft",
   "maker_url": "https://azure.microsoft.com/en-us/products/phi",
   "good_at": "Small model with a long memory window.",
   "uses": [
    "chat",
    "small"
   ],
   "moe": false,
   "license_family": "mit",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 3.8,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/Phi-4-mini-instruct-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 2.3,
    "ram_gb": 5,
    "ram_tier": "8 GB",
    "quality_tier": "Basic",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Microsoft",
     "source": "https://huggingface.co/microsoft/Phi-4-mini-instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "MIT License",
     "source": "https://huggingface.co/microsoft/Phi-4-mini-instruct/resolve/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A short, standard open source license. You can do almost anything with it. Keep the copyright notice.",
     "source": "https://huggingface.co/microsoft/Phi-4-mini-instruct/resolve/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://huggingface.co/microsoft/Phi-4-mini-instruct/resolve/main/LICENSE",
     "checked": "2026-10-14",
     "status": "verified"
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    "business_use": {
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     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/microsoft/Phi-4-mini-instruct",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
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     "source": "https://huggingface.co/api/models/microsoft/Phi-4-mini-instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
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     "source": "https://huggingface.co/microsoft/Phi-4-mini-instruct",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/microsoft/Phi-4-mini-instruct/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-02-19",
     "source": "https://huggingface.co/api/models/microsoft/Phi-4-mini-instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Phi-4-mini-instruct-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Phi-4-mini-instruct-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/phi-4-mini/"
  },
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   "slug": "mistral-7b-v0-3",
   "name": "Mistral 7B v0.3",
   "repo": "mistralai/Mistral-7B-Instruct-v0.3",
   "official_repo": "https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3",
   "maker": "Mistral AI",
   "maker_url": "https://mistral.ai/",
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   "uses": [
    "chat"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 7.2,
   "context_tokens": 32768,
   "gguf_repo": "lmstudio-community/Mistral-7B-Instruct-v0.3-GGUF",
   "fully_open": false,
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    "ram_gb": 8,
    "ram_tier": "8 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
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     "source": "https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
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     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
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    "business_use": {
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     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/mistralai/Mistral-7B-Instruct-v0.3",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "7.2 billion",
     "source": "https://huggingface.co/api/models/mistralai/Mistral-7B-Instruct-v0.3",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "32K tokens",
     "source": "https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2024-05-22",
     "source": "https://huggingface.co/api/models/mistralai/Mistral-7B-Instruct-v0.3",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Mistral-7B-Instruct-v0.3-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Mistral-7B-Instruct-v0.3-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "No",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/mistral-7b-v0-3/"
  },
  {
   "slug": "mistral-nemo-12b",
   "name": "Mistral Nemo 12B",
   "repo": "mistralai/Mistral-Nemo-Instruct-2407",
   "official_repo": "https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407",
   "maker": "Mistral AI",
   "maker_url": "https://mistral.ai/",
   "good_at": "Chat in many languages with a long memory window.",
   "uses": [
    "chat"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 12.2,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/Mistral-Nemo-Instruct-2407-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 7.3,
    "ram_gb": 11,
    "ram_tier": "16 GB",
    "quality_tier": "Strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Mistral AI",
     "source": "https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/mistralai/Mistral-Nemo-Instruct-2407",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "12.2 billion",
     "source": "https://huggingface.co/api/models/mistralai/Mistral-Nemo-Instruct-2407",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2024-07-17",
     "source": "https://huggingface.co/api/models/mistralai/Mistral-Nemo-Instruct-2407",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Mistral-Nemo-Instruct-2407-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Mistral-Nemo-Instruct-2407-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/mistral-nemo-12b/"
  },
  {
   "slug": "mistral-small-3-2",
   "name": "Mistral Small 3.2",
   "repo": "mistralai/Mistral-Small-3.2-24B-Instruct-2506",
   "official_repo": "https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506",
   "maker": "Mistral AI",
   "maker_url": "https://mistral.ai/",
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   "uses": [
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    "vision",
    "agents"
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   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 24.0,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-GGUF",
   "fully_open": false,
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    "q4_file_gb": 14.4,
    "ram_gb": 20,
    "ram_tier": "32 GB",
    "quality_tier": "Very strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
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   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Mistral AI",
     "source": "https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
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     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "24.0 billion",
     "source": "https://huggingface.co/api/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-06-19",
     "source": "https://huggingface.co/api/models/mistralai/Mistral-Small-3.2-24B-Instruct-2506",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Mistral-Small-3.2-24B-Instruct-2506-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/mistral-small-3-2/"
  },
  {
   "slug": "magistral-small",
   "name": "Magistral Small",
   "repo": "mistralai/Magistral-Small-2506",
   "official_repo": "https://huggingface.co/mistralai/Magistral-Small-2506",
   "maker": "Mistral AI",
   "maker_url": "https://mistral.ai/",
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   "uses": [
    "reasoning"
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   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 23.6,
   "context_tokens": 40960,
   "gguf_repo": "lmstudio-community/Magistral-Small-2506-GGUF",
   "fully_open": false,
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    "q4_file_gb": 14.1,
    "ram_gb": 19,
    "ram_tier": "32 GB",
    "quality_tier": "Very strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Mistral AI",
     "source": "https://huggingface.co/mistralai/Magistral-Small-2506",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
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     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/mistralai/Magistral-Small-2506",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "23.6 billion",
     "source": "https://huggingface.co/api/models/mistralai/Magistral-Small-2506",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
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    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/mistralai/Magistral-Small-2506",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "40K tokens",
     "source": "https://huggingface.co/mistralai/Magistral-Small-2506/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-06-04",
     "source": "https://huggingface.co/api/models/mistralai/Magistral-Small-2506",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Magistral-Small-2506-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Magistral-Small-2506-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "No",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/magistral-small/"
  },
  {
   "slug": "devstral-small",
   "name": "Devstral Small",
   "repo": "mistralai/Devstral-Small-2505",
   "official_repo": "https://huggingface.co/mistralai/Devstral-Small-2505",
   "maker": "Mistral AI",
   "maker_url": "https://mistral.ai/",
   "good_at": "Coding agent work, like fixing bugs across many files.",
   "uses": [
    "coding",
    "agents"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 23.6,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/Devstral-Small-2505-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 14.1,
    "ram_gb": 19,
    "ram_tier": "32 GB",
    "quality_tier": "Very strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Mistral AI",
     "source": "https://huggingface.co/mistralai/Devstral-Small-2505",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
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     "status": "verified"
    },
    "business_use": {
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     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/mistralai/Devstral-Small-2505",
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     "source": "https://huggingface.co/api/models/mistralai/Devstral-Small-2505",
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     "note": "Total weights count from Hugging Face safetensors data."
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     "source": "https://huggingface.co/mistralai/Devstral-Small-2505",
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     "source": "https://huggingface.co/mistralai/Devstral-Small-2505/blob/main/config.json",
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     "source": "https://huggingface.co/api/models/mistralai/Devstral-Small-2505",
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     "status": "verified",
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     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/devstral-small/"
  },
  {
   "slug": "olmo-3-7b",
   "name": "Olmo 3 7B",
   "repo": "allenai/Olmo-3-7B-Instruct",
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    "license": 25,
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     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
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     "status": "verified"
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     "source": "https://huggingface.co/api/models/allenai/Olmo-3-7B-Instruct",
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     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
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    "open_training_data": {
     "value": "Yes",
     "source": "https://huggingface.co/allenai/Olmo-3-7B-Instruct",
     "checked": "2026-10-14",
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     "value": "2025-11-19",
     "source": "https://huggingface.co/api/models/allenai/Olmo-3-7B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/Olmo-3-7B-Instruct-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Olmo-3-7B-Instruct-GGUF",
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    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
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   },
   "url": "https://trustymodels.com/models/olmo-3-7b/"
  },
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   "slug": "olmo-3-1-32b",
   "name": "Olmo 3.1 32B",
   "repo": "allenai/Olmo-3.1-32B-Instruct",
   "official_repo": "https://huggingface.co/allenai/Olmo-3.1-32B-Instruct",
   "maker": "Ai2",
   "maker_url": "https://allenai.org/olmo",
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   "uses": [
    "chat",
    "reasoning"
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   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
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   "context_tokens": 65536,
   "gguf_repo": "lmstudio-community/Olmo-3.1-32B-Instruct-GGUF",
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    "ram_gb": 26,
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    "quality_tier": "Very strong",
    "method": "/trust-scores/",
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    "note": "Our formula, not a test result. See the methods page."
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   "trust_parts": {
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    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 15,
    "facts_checked": 10
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     "source": "https://huggingface.co/allenai/Olmo-3.1-32B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
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     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
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     "status": "verified"
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     "checked": "2026-10-14",
     "status": "verified"
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    "signup_needed": {
     "value": "No. Download without an account.",
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     "checked": "2026-10-14",
     "status": "verified"
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    "parameters": {
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     "source": "https://huggingface.co/api/models/allenai/Olmo-3.1-32B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
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    "open_training_data": {
     "value": "Yes",
     "source": "https://huggingface.co/allenai/Olmo-3.1-32B-Instruct",
     "checked": "2026-10-14",
     "status": "verified"
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    "context_window": {
     "value": "64K tokens",
     "source": "https://huggingface.co/allenai/Olmo-3.1-32B-Instruct/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
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     "value": "2025-12-10",
     "source": "https://huggingface.co/api/models/allenai/Olmo-3.1-32B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
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    "gguf_files": {
     "value": "lmstudio-community/Olmo-3.1-32B-Instruct-GGUF",
     "source": "https://huggingface.co/lmstudio-community/Olmo-3.1-32B-Instruct-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
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    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/olmo-3-1-32b/"
  },
  {
   "slug": "olmo-2-32b",
   "name": "OLMo 2 32B",
   "repo": "allenai/OLMo-2-0325-32B-Instruct",
   "official_repo": "https://huggingface.co/allenai/OLMo-2-0325-32B-Instruct",
   "maker": "Ai2",
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   "good_at": "Earlier fully open model. Short memory window.",
   "uses": [
    "chat"
   ],
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   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 32.2,
   "context_tokens": 4096,
   "gguf_repo": "allenai/OLMo-2-0325-32B-Instruct-GGUF",
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    "ram_gb": 26,
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    "quality_tier": "Very strong",
    "method": "/trust-scores/",
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    "note": "Our formula, not a test result. See the methods page."
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   "trust_score": 100,
   "trust_parts": {
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    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 15,
    "facts_checked": 10
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   "facts": {
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     "source": "https://huggingface.co/allenai/OLMo-2-0325-32B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
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     "source": "https://huggingface.co/api/models/allenai/OLMo-2-0325-32B-Instruct",
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     "status": "verified"
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    "parameters": {
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     "source": "https://huggingface.co/api/models/allenai/OLMo-2-0325-32B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
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    "open_training_data": {
     "value": "Yes",
     "source": "https://huggingface.co/allenai/OLMo-2-0325-32B-Instruct",
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     "status": "verified"
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    "context_window": {
     "value": "4K tokens",
     "source": "https://huggingface.co/allenai/OLMo-2-0325-32B-Instruct/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
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    "first_posted": {
     "value": "2025-03-12",
     "source": "https://huggingface.co/api/models/allenai/OLMo-2-0325-32B-Instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
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    "gguf_files": {
     "value": "allenai/OLMo-2-0325-32B-Instruct-GGUF",
     "source": "https://huggingface.co/allenai/OLMo-2-0325-32B-Instruct-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
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    "hermes_ok": {
     "value": "No",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
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   },
   "url": "https://trustymodels.com/models/olmo-2-32b/"
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   "slug": "granite-3-3-2b",
   "name": "Granite 3.3 2B",
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    "small"
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   "gated": false,
   "params_b": 2.5,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/granite-3.3-2b-instruct-GGUF",
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    "ram_gb": 4,
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    "quality_tier": "Basic",
    "method": "/trust-scores/",
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    "note": "Our formula, not a test result. See the methods page."
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   "trust_parts": {
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    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
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     "source": "https://huggingface.co/ibm-granite/granite-3.3-2b-instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
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     "status": "verified"
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     "source": "https://huggingface.co/api/models/ibm-granite/granite-3.3-2b-instruct",
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     "status": "verified"
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     "source": "https://huggingface.co/api/models/ibm-granite/granite-3.3-2b-instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
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     "source": "https://huggingface.co/ibm-granite/granite-3.3-2b-instruct",
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     "value": "128K tokens",
     "source": "https://huggingface.co/ibm-granite/granite-3.3-2b-instruct/blob/main/config.json",
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     "status": "verified"
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     "value": "2025-04-09",
     "source": "https://huggingface.co/api/models/ibm-granite/granite-3.3-2b-instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
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    "gguf_files": {
     "value": "lmstudio-community/granite-3.3-2b-instruct-GGUF",
     "source": "https://huggingface.co/lmstudio-community/granite-3.3-2b-instruct-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
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    "hermes_ok": {
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     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
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   },
   "url": "https://trustymodels.com/models/granite-3-3-2b/"
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  {
   "slug": "granite-3-3-8b",
   "name": "Granite 3.3 8B",
   "repo": "ibm-granite/granite-3.3-8b-instruct",
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   "maker": "IBM",
   "maker_url": "https://www.ibm.com/granite",
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   "uses": [
    "chat",
    "agents"
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   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 8.2,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/granite-3.3-8b-instruct-GGUF",
   "fully_open": false,
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    "ram_gb": 8,
    "ram_tier": "8 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
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   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
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   "facts": {
    "maker": {
     "value": "IBM",
     "source": "https://huggingface.co/ibm-granite/granite-3.3-8b-instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
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     "status": "verified"
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     "checked": "2026-10-14",
     "status": "verified"
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    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/ibm-granite/granite-3.3-8b-instruct",
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     "status": "verified"
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     "source": "https://huggingface.co/api/models/ibm-granite/granite-3.3-8b-instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
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     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/ibm-granite/granite-3.3-8b-instruct/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-04-09",
     "source": "https://huggingface.co/api/models/ibm-granite/granite-3.3-8b-instruct",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/granite-3.3-8b-instruct-GGUF",
     "source": "https://huggingface.co/lmstudio-community/granite-3.3-8b-instruct-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/granite-3-3-8b/"
  },
  {
   "slug": "granite-4-0-h-tiny",
   "name": "Granite 4.0 H Tiny",
   "repo": "ibm-granite/granite-4.0-h-tiny",
   "official_repo": "https://huggingface.co/ibm-granite/granite-4.0-h-tiny",
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   "maker_url": "https://www.ibm.com/granite",
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   "uses": [
    "chat",
    "small"
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   "moe": true,
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   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 6.9,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/granite-4.0-h-tiny-GGUF",
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    "q4_file_gb": 4.2,
    "ram_gb": 8,
    "ram_tier": "8 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
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     "value": "IBM",
     "source": "https://huggingface.co/ibm-granite/granite-4.0-h-tiny",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
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    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/ibm-granite/granite-4.0-h-tiny",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "6.9 billion",
     "source": "https://huggingface.co/api/models/ibm-granite/granite-4.0-h-tiny",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/ibm-granite/granite-4.0-h-tiny",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/ibm-granite/granite-4.0-h-tiny/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-09-16",
     "source": "https://huggingface.co/api/models/ibm-granite/granite-4.0-h-tiny",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/granite-4.0-h-tiny-GGUF",
     "source": "https://huggingface.co/lmstudio-community/granite-4.0-h-tiny-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/granite-4-0-h-tiny/"
  },
  {
   "slug": "granite-4-0-h-small",
   "name": "Granite 4.0 H Small",
   "repo": "ibm-granite/granite-4.0-h-small",
   "official_repo": "https://huggingface.co/ibm-granite/granite-4.0-h-small",
   "maker": "IBM",
   "maker_url": "https://www.ibm.com/granite",
   "good_at": "Bigger business model for tool use and long documents.",
   "uses": [
    "chat",
    "agents"
   ],
   "moe": true,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 32.2,
   "context_tokens": 131072,
   "gguf_repo": "lmstudio-community/granite-4.0-h-small-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 19.3,
    "ram_gb": 26,
    "ram_tier": "32 GB",
    "quality_tier": "Very strong",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 84,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "IBM",
     "source": "https://huggingface.co/ibm-granite/granite-4.0-h-small",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes. Business use is allowed. Keep the license and notice files when you share it.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/ibm-granite/granite-4.0-h-small",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "32.2 billion",
     "source": "https://huggingface.co/api/models/ibm-granite/granite-4.0-h-small",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/ibm-granite/granite-4.0-h-small",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/ibm-granite/granite-4.0-h-small/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-09-16",
     "source": "https://huggingface.co/api/models/ibm-granite/granite-4.0-h-small",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/granite-4.0-h-small-GGUF",
     "source": "https://huggingface.co/lmstudio-community/granite-4.0-h-small-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/granite-4-0-h-small/"
  },
  {
   "slug": "smollm3-3b",
   "name": "SmolLM3 3B",
   "repo": "HuggingFaceTB/SmolLM3-3B",
   "official_repo": "https://huggingface.co/HuggingFaceTB/SmolLM3-3B",
   "maker": "Hugging Face",
   "maker_url": "https://huggingface.co/HuggingFaceTB",
   "good_at": "Small, fully open model. Training data mix is public.",
   "uses": [
    "chat",
    "small"
   ],
   "moe": false,
   "license_family": "apache-2.0",
   "osi": true,
   "business": "yes",
   "gated": false,
   "params_b": 3.1,
   "context_tokens": 65536,
   "gguf_repo": "lmstudio-community/SmolLM3-3B-GGUF",
   "fully_open": true,
   "estimates": {
    "q4_file_gb": 1.8,
    "ram_gb": 5,
    "ram_tier": "8 GB",
    "quality_tier": "Basic",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 100,
   "trust_parts": {
    "official_source": 25,
    "license": 25,
    "no_signup": 10,
    "business": 15,
    "open_data": 15,
    "facts_checked": 10
   },
   "facts": {
    "maker": {
     "value": "Hugging Face",
     "source": "https://huggingface.co/HuggingFaceTB/SmolLM3-3B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Apache License 2.0",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "A standard open source license. You can use, change, and share it, even to make money. Keep the license notice.",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "Yes, OSI-approved license",
     "source": "https://www.apache.org/licenses/LICENSE-2.0",
     "checked": "2026-10-14",
     "status": "verified"
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    "business_use": {
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     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/HuggingFaceTB/SmolLM3-3B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "3.1 billion",
     "source": "https://huggingface.co/api/models/HuggingFaceTB/SmolLM3-3B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": "Yes",
     "source": "https://huggingface.co/HuggingFaceTB/SmolLM3-3B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "context_window": {
     "value": "64K tokens",
     "source": "https://huggingface.co/HuggingFaceTB/SmolLM3-3B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2025-07-08",
     "source": "https://huggingface.co/api/models/HuggingFaceTB/SmolLM3-3B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "lmstudio-community/SmolLM3-3B-GGUF",
     "source": "https://huggingface.co/lmstudio-community/SmolLM3-3B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/smollm3-3b/"
  },
  {
   "slug": "hermes-3-8b",
   "name": "Hermes 3 8B",
   "repo": "NousResearch/Hermes-3-Llama-3.1-8B",
   "official_repo": "https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B",
   "maker": "Nous Research",
   "maker_url": "https://nousresearch.com/",
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   "uses": [
    "chat"
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   "moe": false,
   "license_family": "llama",
   "osi": false,
   "business": "limits",
   "gated": false,
   "params_b": 8.0,
   "context_tokens": 131072,
   "gguf_repo": "NousResearch/Hermes-3-Llama-3.1-8B-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 4.8,
    "ram_gb": 8,
    "ram_tier": "8 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 64,
   "trust_parts": {
    "official_source": 25,
    "license": 12,
    "no_signup": 10,
    "business": 8,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "Nous Research",
     "source": "https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "Llama Community License",
     "source": "https://www.llama.com/llama3/license/",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "Meta's own license. You can download and use it for free, but Meta sets the rules. The Open Source Initiative says it is not open source.",
     "source": "https://www.llama.com/llama3/license/",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "No, open weights with custom rules",
     "source": "https://opensource.org/blog/metas-llama-license-is-still-not-open-source",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes for most businesses. If your products had over 700 million monthly users, you need a separate deal with Meta. You must follow Meta's use policy and show \"Built with Llama\" if you share it.",
     "source": "https://www.llama.com/llama3/license/",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/NousResearch/Hermes-3-Llama-3.1-8B",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "8.0 billion",
     "source": "https://huggingface.co/api/models/NousResearch/Hermes-3-Llama-3.1-8B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Total weights count from Hugging Face safetensors data."
    },
    "open_training_data": {
     "value": null,
     "source": "https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B",
     "checked": "2026-10-14",
     "status": "not yet checked",
     "note": "We have not found a full public training data release. Not yet checked in depth."
    },
    "context_window": {
     "value": "128K tokens",
     "source": "https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B/blob/main/config.json",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "first_posted": {
     "value": "2024-07-28",
     "source": "https://huggingface.co/api/models/NousResearch/Hermes-3-Llama-3.1-8B",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Date the repo was created on Hugging Face."
    },
    "gguf_files": {
     "value": "NousResearch/Hermes-3-Llama-3.1-8B-GGUF",
     "source": "https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B-GGUF",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "hermes_ok": {
     "value": "Yes",
     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/hermes-3-8b/"
  },
  {
   "slug": "nemotron-nano-9b-v2",
   "name": "Nemotron Nano 9B v2",
   "repo": "nvidia/NVIDIA-Nemotron-Nano-9B-v2",
   "official_repo": "https://huggingface.co/nvidia/NVIDIA-Nemotron-Nano-9B-v2",
   "maker": "NVIDIA",
   "maker_url": "https://www.nvidia.com/en-us/ai-data-science/foundation-models/nemotron/",
   "good_at": "Reasoning with a switch to turn thinking on or off.",
   "uses": [
    "reasoning"
   ],
   "moe": false,
   "license_family": "nvidia",
   "osi": false,
   "business": "limits",
   "gated": false,
   "params_b": 8.9,
   "context_tokens": 131072,
   "gguf_repo": "bartowski/nvidia_NVIDIA-Nemotron-Nano-9B-v2-GGUF",
   "fully_open": false,
   "estimates": {
    "q4_file_gb": 5.3,
    "ram_gb": 9,
    "ram_tier": "16 GB",
    "quality_tier": "Good",
    "method": "/trust-scores/",
    "status": "estimate",
    "note": "Our formula, not a test result. See the methods page."
   },
   "trust_score": 64,
   "trust_parts": {
    "official_source": 25,
    "license": 12,
    "no_signup": 10,
    "business": 8,
    "open_data": 0,
    "facts_checked": 9
   },
   "facts": {
    "maker": {
     "value": "NVIDIA",
     "source": "https://huggingface.co/nvidia/NVIDIA-Nemotron-Nano-9B-v2",
     "checked": "2026-10-14",
     "status": "verified",
     "note": "Official maker account on Hugging Face."
    },
    "license": {
     "value": "NVIDIA Open Model License",
     "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "license_plain": {
     "value": "NVIDIA's own license. It says the models are usable for business. You lose your rights if you remove its safety guardrails without a fair replacement.",
     "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "truly_open": {
     "value": "No, open weights with custom rules",
     "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "business_use": {
     "value": "Yes, with limits. Do not strip out the safety guardrails without a similar one that fits your use.",
     "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "signup_needed": {
     "value": "No. Download without an account.",
     "source": "https://huggingface.co/api/models/nvidia/NVIDIA-Nemotron-Nano-9B-v2",
     "checked": "2026-10-14",
     "status": "verified"
    },
    "parameters": {
     "value": "8.9 billion",
     "source": "https://huggingface.co/api/models/nvidia/NVIDIA-Nemotron-Nano-9B-v2",
     "checked": "2026-10-14",
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     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
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     "status": "verified",
     "note": "Hermes Agent needs at least 64K context."
    }
   },
   "url": "https://trustymodels.com/models/nemotron-nano-9b-v2/"
  },
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    "agents"
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     "status": "verified",
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   },
   "url": "https://trustymodels.com/models/glm-4-5-air/"
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    "small"
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   "facts": {
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    "license": {
     "value": "LFM Open License v1.0",
     "source": "https://huggingface.co/LiquidAI/LFM2-1.2B/blob/main/LICENSE",
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     "status": "verified"
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     "status": "verified"
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     "status": "verified"
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    "hermes_ok": {
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     "source": "https://hermes-agent.nousresearch.com/docs/integrations/providers",
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     "status": "verified",
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   },
   "url": "https://trustymodels.com/models/lfm2-1-2b/"
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}