Llama 3.1 8B
The one everybody has heard of. Free to use, but Meta writes the rules, so read them.
Model / Meta
Trust score 58 of 100. No, open weights with custom rules.
Last checked Changed Oct 16, 2026 History
Short answer (as of Oct 16, 2026): Muse Spark Open is a local AI model from Meta. Truly open? No, open weights with custom rules. Business use: yes, with guardrails. Meta says it runs in 700 GB of memory; our estimate is about 590 GB, so 700 GB machines will be tight. Trust score 58 of 100.
As of Oct 16, 2026: license Muse Model License; business use yes, with guardrails; sign-up needed; Meta says 700 GB of memory, our estimate about 590 GB; trust score 58/100. Sources.
Huge coding and agent model that reads images, audio, and video. Not for home computers: needs about 700 GB.
Memory window
Not yet checked
Not yet checked
Who makes it: Meta. The files come from the maker's own Hugging Face account.
License: Muse Model License. Meta's own license. Free to use, change, and share, even for money. You must show "Built with Muse Spark Open" and follow Meta's usage policy.
Business use: Yes for most businesses. Show "Built with Muse Spark Open" and follow Meta's usage policy. If you sell AI model access to others and make over 20 million US dollars a year, you need a separate deal with Meta.
Training data: We have not found a full public data release. Not yet checked in depth.
Plays it safe. Meta's card says this open version got extra safety training. It says the model refused over 98% of harmful chemistry and biology requests and 99.2% of cyber jailbreaks in Meta's own tests.
This comes from what the maker wrote, checked Oct 16, 2026. We have not run our own tests yet. It sits next to the trust score and does not change it. How we pick these labels.
Not for home computers. This one needs server-class hardware, or Meta's own suggested setup, with hundreds of GB of memory. Most people should use it through a hosted service instead. This model uses a mix of experts. Only part of it works on each word, so it runs faster than its size suggests.
Not for home computers: Meta says it needs about 700 GB of graphics memory (source). Our own estimate is about 590 GB. Either way, your laptop is not invited.
ggml-org/Muse-Spark-Open-816B-A42B-GGUF.Q4_K_M. It is the best mix of size and quality for most people.The files are GGUF builds that LM Studio can load. We checked that this repo exists on Oct 16, 2026. Full LM Studio guide.
Does it fit? Not yet checked. We could not read its memory window without a sign-up.
hermes model. Choose LM Studio and press Enter to keep http://localhost:1234/v1.hermes to start.No, open weights with custom rules. Meta's own license. Free to use, change, and share, even for money. You must show "Built with Muse Spark Open" and follow Meta's usage policy.
Yes for most businesses. Show "Built with Muse Spark Open" and follow Meta's usage policy. If you sell AI model access to others and make over 20 million US dollars a year, you need a separate deal with Meta.
Yes. Free Hugging Face account and accept terms.
Meta says it runs within 700 GB of memory. Our estimate is about 590 GB of RAM for a 4-bit file of about 489.6 GB. This is a rough guide, not a test. So a 700 GB machine will be a tight fit.
| Fact | What we found | Status |
|---|---|---|
| Maker | Meta | Verified Oct 16, 2026 |
| License | Muse Model License | Verified Oct 16, 2026 |
| License plain | Meta's own license. Free to use, change, and share, even for money. You must show "Built with Muse Spark Open" and follow Meta's usage policy. | Verified Oct 16, 2026 |
| Truly open | No, open weights with custom rules | Verified Oct 16, 2026 |
| Business use | Yes for most businesses. Show "Built with Muse Spark Open" and follow Meta's usage policy. If you sell AI model access to others and make over 20 million US dollars a year, you need a separate deal with Meta. | Verified Oct 16, 2026 |
| Signup needed | Yes. Free Hugging Face account and accept terms. | Verified Oct 16, 2026 |
| Parameters | 816.0 billion | Verified Oct 16, 2026 |
| Open training data | Not yet checked | We have not found a full public training data release. Not yet checked in depth. |
| Context window | Not yet checked | Config file is behind a sign-up wall. Not yet checked. |
| First posted | 2026-09-15 | Verified Oct 16, 2026 |
| Gguf files | ggml-org/Muse-Spark-Open-816B-A42B-GGUF | Verified Oct 16, 2026 |
| Hermes ok | Not yet checked | Context window not yet checked. |
| Official memory | Needs a GPU setup with at least 700 GB of VRAM for the NVFP4 version, 2 TB for full BF16 (Meta). Meta also says it runs on two M5 Ultra Mac Studios with MLX. | Verified Oct 16, 2026 |
If the maker's page and this page disagree, trust the maker. Tell us what we got wrong.
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