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lfm-medical-1.2b
costinstroie/lfm-medical-1.2b
lfm-medical-1.2b is a machine learning model from costinstroie. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
A medical-domain LoRA fine-tune merged onto LiquidAI/LFM2.5-1.2B-Thinking, quantized to GGUF for use with llama.cpp.
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Repo size
2 GB
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1
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Repo makeup
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.gguf2 GB · 100%
At a glance
- License
- other
- Access
- Public
- Created
- Sep 19, 2026
- Updated
- Sep 19, 2026
- SHA
- 80745d5f
Base models
Model card
From the Hugging Face model README
lfm-medical-1.2b (GGUF)
A medical-domain LoRA fine-tune merged onto LiquidAI/LFM2.5-1.2B-Thinking, quantized to GGUF for use with llama.cpp.
Provenance
- Base model: LiquidAI/LFM2.5-1.2B-Thinking
- LoRA adapter: burtenshaw/unsloth-lfm-medical-lr-5e-5-20260211b
(originally trained against
unsloth/LFM2.5-1.2B-Instruct; re-merged here onto the Thinking checkpoint since it shares the sameLfm2ForCausalLMarchitecture/tokenizer) - Merge:
peftmerge_and_unload(), bfloat16 - Conversion/quantization:
llama.cpp'sconvert_hf_to_gguf.py(F16) →llama-quantize
Files
| File | Quant | Size |
|---|---|---|
lfm-medical-1.2b-Q4_K_M.gguf | Q4_K_M | ~698 MB |
lfm-medical-1.2b-Q8_0.gguf | Q8_0 | ~1.19 GB |
Usage
llama-cli -m lfm-medical-1.2b-Q4_K_M.gguf -p "What is C. elegans?"
Since the base is the Thinking variant, output includes <think>...</think> reasoning traces before the final answer.
Disclaimer
This is a research/experimental fine-tune. Not validated for clinical use.
- License
- other
- Created
- Sep 19, 2026
- Updated
- Sep 19, 2026