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llama3.18B-Fine-tunedBySubrit-MedicalTumor
subrit/llama3.18B-Fine-tunedBySubrit-MedicalTumor
llama3.18B-Fine-tunedBySubrit-MedicalTumor is a machine learning model from subrit. 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 llama3.1.
llama3.18B Fine-tuned on medical tumor dataset.
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At a glance
- License
- llama3.1
- Model type
- llama
- Access
- Public
- Created
- Sep 19, 2024
- Updated
- May 18, 2026
- SHA
- f51c0693
Base models
Model card
From the Hugging Face model README
subrit/llama3.18B-Fine-tunedBySubrit-MedicalTumor
llama3.18B Fine-tuned on medical tumor dataset.
Key Specs
| Setting | Value |
|---|---|
| Base | Llama-3.1-8B |
| Batch | 1 (accum=8) |
| Seq Len | 512 |
| Packing | True (30-50% VRAM reduction) |
| Epochs | 1 |
| Dataset | medalpaca/medical_meadow_medical_flashcards (5K subset) |
VRAM & RAM Optimizations
- Batch=1, workers=0 keeps RAM/VRAM minimal
Limitations
- Text-only: cannot read MRI images
- 512 token context (expand on Pro/A100 if needed)
- Not a substitute for licensed physicians
- Trained on Limited Dataset
Metrics
{
"train_loss": 0.9552471382812884,
"train_runtime_sec": 2652.7709,
"samples_per_sec": 1.436,
"steps_per_sec": 0.18,
"final_lr": 0,
"timestamp": "2026-05-18T04:47:11.265580"
}
- Type
- llama
- License
- llama3.1
- Languages
- en
- Created
- Sep 19, 2024
- Updated
- May 18, 2026