OfflineBase/Muse-Glimmer-30B-Knowledge-Stage-B-R30-GGUF

Muse Glimmer 30B Knowledge, Stage-B-R30 GGUF (small files)

Built with Muse Spark Open. A community fine-tune, not an official Meta release.

Small GGUF files of Stage B on the r30 mix, the run before r30b (the released Knowledge model). This repo is private. Nothing here has had the license and personal-data review that a public release needs.

How it was made

Adapter (60,000 rows, 18,000 with reasoning, from the stage 2 adapter) merged into BF16, then llama.cpp b11970 with an imatrix from stage 1's training text. Not made-up data.

Measured

Reworded questions about passages the model trained on, and 40 old facts. Greedy, 96 new tokens, on an A100.

File	GB	New facts	Old facts	Decode tok/s
IQ1_S	6.53	8.4% (211 of 2,500)	36 of 40	67.4
IQ1_M	7.06	9.5% (238 of 2,500)	38 of 40	57.5
IQ2_XXS	7.96	16.7% (418 of 2,500)	40 of 40	59.3

Not run on a Jetson in any log we have. The 1-bit files are close to unusable: expect loops. Larger files of this model (Q4_K_M, Q8_0, BF16) were left out for storage.

Known limits

These come from tests of the Knowledge family, and not all were repeated on this file.

• It makes things up and states wrong answers as fact. Don't rely on it for facts without a source.
• The training data comes from public news and web text, including publishers' pages collected through CC-NEWS. Publishing weights trained on it is an open question in our run log.
• This model is not the released Knowledge model. That one is OfflineBase/Muse-Glimmer-30B-2026-Knowledge.

License

Fine-tune of Muse Glimmer 30B (meta-models/Muse-Glimmer-30B, revision cec94fcfd6512f2cfe708138c32533b346ea4f69), which Meta releases under the Apache License 2.0.

Built with Muse Spark Open. Part of the training data was written by Muse Spark Open, so this model is a Derivative under the Muse Model License. These terms are carried from OfflineBase/Muse-Glimmer-30B-2026-Knowledge-LoRA:

• Keep LICENSE, MUSE_MODEL_LICENSE.md, USAGE_POLICY.md and NOTICE with every copy you share.
• Show "Built with Muse Spark Open" in your product's interface, documentation, website or settings menu.
• Follow the Muse Glimmer Usage Policy and the Muse Spark Open Usage Policy. Both say the models are not meant for people under 18, and both bar presenting outputs as written by a person. Tell your users the known dangers.
• Keep every other condition of the Muse Model License, including section 3.

Not an official Meta release. Meta has not reviewed or endorsed it. No warranty.