Configuration Parsing Warning:In adapter_config.json: "peft.base_model_name_or_path" must be a string
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 | 500 |
| epochs | 3 |
| final loss | 37.9436 |
| checkpoint | 5e04f386-a16a-5245-ad4a-641870a94e06:train:0/sampler_weights/bios-sft-1778073817 |
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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Qwen/Qwen3-4B-Instruct-2507