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LFM3 1.7B Uncensored GGUF

LFM3 1.7B Uncensored GGUF by AtomicChat, a text-generation model. Understand and compare features, benchmarks, and capabilities.

Comparison

FeatureLFM3 1.7B Uncensored GGUFInterfaze
Input Modalities

text

image, text, audio, video, document

Native OCRNoYes
Long Document ProcessingNoYes
Language Support

16 partial

162+

Native Speech-to-TextNoYes
Native Object DetectionNoYes
Guardrail ControlsNoYes
Context Input Size

262.1K

1M

Tool CallingYes

Tool calling supported + built in browser, code execution and web search

Scaling

FeatureLFM3 1.7B Uncensored GGUFInterfaze
Scaling

Self-hosted/Provider-hosted with quantization

Unlimited

Try InterfazeRead the Docs

View model card on Hugging Face

Safety-ablated GGUF of LiquidAI/LFM3-1.7B. A projected rank-1 LoRA (direction = mean harmful − mean harmless activations, with the harmless component projected out) is baked into the weights at W*=2.0, then AD-quantized.

What changed (measured)

metricbaseuncensored
refusals on harmful prompts61.7%0.0%
false refusals (XSTest)5.2%0.0%
MMLU (2000 q)41.0%41.0% (McNemar p=1.0 — no drop)
needle (long context)3/33/3
ΔKLD vs base (neutral)—+0.019

A random edit of the same size dropped MMLU 1.3pp and had a larger ΔKLD (0.028), so the targeted direction is both more effective and less damaging. Thinking-loop and empty-output checks pass at W*=2.0.

Rungs

RungGB on diskbpw
AD-Q6_K1.67.31
AD-Q4_K_M1.15.20

Run (llama.cpp)

Needs a build with LFM3 support (merged in llama.cpp #31252; produced at llama.cpp 19cce69).

llama-cli -hf AtomicChat/LFM3-1.7B-Uncensored-GGUF:AD-Q4_K_M -p "Hello"

Base model & license

Base model: LiquidAI/LFM3-1.7B. License: LFM Open License v1.0 (see LICENSE). This removes safety refusals; use responsibly and in line with the base license.

Quants by AtomicChat.

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