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subrit/
llama3.18B-Fine-tunedBySubrit-MedicalTumor

Name: llama3.18B-Fine-tunedBySubrit-MedicalTumor
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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

json

{
  "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"
}