Modelpublic

ELEUTO/bios-phaseA-clean-1778001925

sourceHugging Faceupdated 5mo agoView on Hugging Face

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Model Card

BIOS-CLI fine-tuned LoRA — `Qwen/Qwen3-4B-Instruct-2507` on `bio-nlp-umass/bioinstruct`

Trained via BIOS CLI.

Run details

field	value
base model	`Qwen/Qwen3-4B-Instruct-2507`
dataset	`bio-nlp-umass/bioinstruct`
examples	50
epochs	3
final loss	112.3297
checkpoint	`528b8402-bf22-5407-9d54-70ab1029b999:train:0/sampler_weights/bios-sft-1778001945`

Inference

python

from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer

base = AutoModelForCausalLM.from_pretrained('Qwen/Qwen3-4B-Instruct-2507')
tok = AutoTokenizer.from_pretrained('Qwen/Qwen3-4B-Instruct-2507')
# replace `<your-repo>` with this repo's id
model = PeftModel.from_pretrained(base, '<your-repo>')

BIOS-CLI fine-tuned LoRA — Qwen/Qwen3-4B-Instruct-2507 on bio-nlp-umass/bioinstruct

Run details

Inference

BIOS-CLI fine-tuned LoRA — `Qwen/Qwen3-4B-Instruct-2507` on `bio-nlp-umass/bioinstruct`