← back to catalog · registered 2026-11-03 06:02

brurpo/LFM3-Omni-2B-Uncensored-GGUF

brurpo 2B GGUF multimodal second-order
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Response includes
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  • files 12
  • author_summary 1 models
  • readme_text full
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created 2026-11-03

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Metadata

License
other
Quantizations
BF16 Q4_K Q8_0
Tags
gguf lfm3 lfm3-omni multimodal vision audio any-to-any base_model:OpenIntelligenceNet/LFM3-Omni-2B-Uncensored base_model:quantized:OpenIntelligenceNet/LFM3-Omni-2B-Uncensored license:other endpoints_compatible region:us

Related

Total size
5.97 GB
Files
12
Quantizations
4
Registered
2026-11-03 06:02
Last updated on HF
2026-11-03 05:23

Files by quantization

BF16 2 files 4.11 GB
LFM3-Omni-2B-Uncensored-BF16.gguf 3.23 GB 343079f2 download
mmproj-LFM3-Omni-2B-Uncensored-BF16.gguf 906 MB a5374b94 download
Q8_0 1 file 1.72 GB
LFM3-Omni-2B-Uncensored-Q8_0.gguf 1.72 GB e95fa33d download
Q4_K 1 file 1.02 GB
LFM3-Omni-2B-Uncensored-Q4_K_M.gguf 1.02 GB fa090e56 download
Auxiliary files 8 files 22.9 KB
LICENSE 10.3 KB 25e731c6 download
README.md 3.37 KB eb5dc908 download
UPSTREAM_README.md 2.50 KB 182c1ab4 download
conversion.json 2.42 KB 14004f10 download
.gitattributes 1.77 KB 5147863c download
VALIDATION.md 1.45 KB 07e55dc8 download
NOTICE 703 B b2139310 download
SHA256SUMS 413 B fb627506 download

README current version from Hugging Face


license: other
license_name: lfm-open-license-v1.0
license_link: LICENSE
base_model: OpenIntelligenceNet/LFM3-Omni-2B-Uncensored
base_model_relation: quantized
library_name: gguf
pipeline_tag: any-to-any
tags:

  • gguf
  • lfm3
  • lfm3-omni
  • multimodal
  • vision
  • audio

LFM3-Omni-2B-Uncensored — GGUF

GGUF exports of OpenIntelligenceNet/LFM3-Omni-2B-Uncensored,
which is based on LiquidAI/LFM3-Omni-2B.
These files were converted from the author's checkpoint at revision
23b95a548729b23363732625d2f40f05f5c9a55f.
No additional training, merging or abliteration was performed for this export.

Files

Download one language-model GGUF and the matching Omni projector. Keep them
in the same folder.

File Precision Purpose
LFM3-Omni-2B-Uncensored-BF16.gguf BF16 Unquantized language-model export
LFM3-Omni-2B-Uncensored-Q8_0.gguf Q8_0 Smaller, 8-bit language model
LFM3-Omni-2B-Uncensored-Q4_K_M.gguf Q4_K_M Smaller, mixed 4-bit language model; quantization can affect quality
mmproj-LFM3-Omni-2B-Uncensored-BF16.gguf BF16 Matching vision/audio projector, depth decoder and codec components

The same projector is used with all three language-model variants. It was
converted from this same checkpoint, including its audio_tokenizer weights;
it is not borrowed from a different fine-tune. SHA256SUMS records file checksums.

Running

Use llama.cpp b12063 or newer with LFM3 support. An older version which only
supports LFM2 cannot load these files.

llama-server \
  -m LFM3-Omni-2B-Uncensored-BF16.gguf \
  --mmproj mmproj-LFM3-Omni-2B-Uncensored-BF16.gguf \
  --reasoning off \
  --ctx-size 8192

Substitute the Q8_0 or Q4_K_M filename to use a smaller model. The model's maximum
context is 32,768 tokens including input and output. LFM3-Omni is a non-reasoning
model. For text chat, use a system instruction such as Respond with text.
The original model documentation describes the available audio and interleaved
generation modes; their availability also depends on the client and runtime.

Conversion and validation

Conversion uses unmodified llama.cpp b12063
at commit 2cbca389f515df455412dafa07e2b1359cc72a6d. Q8_0 and Q4_K_M were
quantized directly from the BF16 export with the matching b12063 quantizer.
BF16 export is format conversion; the lower-bit quantizations are separate
files and do not replace it.

conversion.json records the source, converter and exported-file identities.
Validation results are recorded in VALIDATION.md. Test coverage should not be
interpreted as a guarantee that every upstream modality is supported by every
application. The original model card is preserved as UPSTREAM_README.md.

License and attribution

The model remains subject to the LFM Open License v1.0, included in LICENSE.
The format conversion does not replace the original model license with the
conversion tool's MIT license. See NOTICE for attribution.

Converted by brurpo for use with BRP Canvas 2
and compatible GGUF clients. Original model development is credited to Liquid AI
and the checkpoint modification to OpenIntelligenceNet.

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