PEFT
Safetensors
bio
bios-cli

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 10
epochs 3
final loss 197.2096
checkpoint a0e6ebba-5cba-53cc-b740-daabc2c83030:train:0/sampler_weights/bios-sft-1777891530

Inference

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>')
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