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Aniekanabasiumoh/FeverMate-Clinical-Copilot-v0.3.1-GGUF

sourceHugging Faceapache-2.0updated 1mo agoView on Hugging Face
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Model Card

FeverMate Clinical Copilot v0.3.1 GGUF

FeverMate Clinical Copilot is an offline, EHR-native clinical reasoning model for primary-care clinicians working with incomplete longitudinal records and capability-constrained referral pathways.

It is clinician decision support. It is not an autonomous diagnostic, prescribing, referral, or EHR write-back system.

Model file

FileQuantizationSizeSHA-256
fevermate-qwen25-15b-v031-q4_k_m.ggufQ4KM986,047,968 bytesed3383e8a2ba7cb6e6b09e01e972f8257b0e698dea61882c2ee5cc0784d1721b

Lineage

  • —Base model: Qwen/Qwen2.5-1.5B-Instruct
  • —Base revision: 989aa7980e4cf806f80c7fef2b1adb7bc71aa306
  • —Training: supervised LoRA fine-tuning on FeverMate Phase 6 v0.3.1
  • —Training records: 1,000
  • —Held-out development records: 100
  • —Merge: PEFT merge_and_unload(safe_merge=True) in FP16
  • —Conversion: llama.cpp revision c060ca974c773c7c3d17fd1b66dc9d312bc292c0
  • —Quantization: Q4KM

Private clinical benchmark cases and references were not used as training data and are not included in this repository.

llama.cpp example

bash
llama-cli \
  -m fevermate-qwen25-15b-v031-q4_k_m.gguf \
  -cnv \
  -c 2048 \
  -n 512 \
  --temp 0

Deployment evidence

An official ADTC participant-mode profiler run on a CPU-only development laptop measured:

  • —13.96 generated tokens/second
  • —16,396.92 ms first-token latency
  • —1,572.50 MB peak RSS
  • —1,371.28 MB steady-state RSS
  • —0.72 ARC Easy acc_norm over 50 samples
  • —params_match=true for 1,543,714,304 parameters

ARC Easy is a general reasoning benchmark and is not evidence of clinical accuracy or clinical safety.

Limitations and safety

The model is not clinically validated. A frozen private clinical evaluation identified unreliable numerical value sensitivity, including failure of all seven matched value-sensitivity pairs. Outputs require review by a qualified clinician. Do not use the model as the sole basis for diagnosis, treatment, prescribing, referral, or emergency decisions.

Licence and attribution

This model is a modified derivative of `Qwen/Qwen2.5-1.5B-Instruct`, provided by Alibaba Cloud under the Apache License 2.0. Modifications comprise FeverMate supervised fine-tuning, adapter merge, GGUF conversion and Q4KM quantization.

The original licence is available in the base repository: https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct/blob/989aa7980e4cf806f80c7fef2b1adb7bc71aa306/LICENSE