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bios-phaseA-clean-1778001925
ELEUTO/bios-phaseA-clean-1778001925
bios-phaseA-clean-1778001925 is a machine learning model from ELEUTO. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.
All-time downloads
33
Public
Repo size
284 MB
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0
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Repo makeup
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.safetensors284 MB · 100%
At a glance
- Library
- peft
- Access
- Public
- Created
- May 5, 2026
- Updated
- May 5, 2026
- SHA
- e9a36f97
Base models
Datasets
Model card
From the Hugging Face model README
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
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>')
- Library
- peft
- Created
- May 5, 2026
- Updated
- May 5, 2026