Downloads · 30 days
7
5% of all-time downloads
BioGPT-BQF-Title-Small
AI4BSLR/BioGPT-BQF-Title-Small
BioGPT-BQF-Title-Small is a machine learning model from AI4BSLR. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as unknown.
Fine-tuned BioGPT for Biomedical Boolean Query Formalization using Titles only.
All-time downloads
152
Public
Repo size
—
Likes
0
Public
Repo makeup
Click a slice to open those files.
.json929 KB · 67%
At a glance
- License
- unknown
- Model type
- biogpt
- Access
- Public
- Created
- Mar 18, 2025
- Updated
- Mar 20, 2025
- SHA
- f243d540
Model card
From the Hugging Face model README
BioGPT-BQF-Title-Small
Fine-tuned BioGPT for Biomedical Boolean Query Formalization using Titles only.
Model Details
- Base Model: BioGPT
- Fine-tuned on: Semi-synthetic generated data
- Task: Boolean Query Generation for PubMed searches
How to Use
from transformers import BioGptForCausalLM, BioGptTokenizer
model = BioGptForCausalLM.from_pretrained("AI4BSLR/BioGPT-BQF-Title-Small")
tokenizer = BioGptTokenizer.from_pretrained("AI4BSLR/BioGPT-BQF-Title-Small")
input_text = "Title: Heterogeneity in Lung Cancer, Query: "
inputs = tokenizer(input_text, return_tensors="pt")
outputs = model.generate(**inputs)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
- Type
- biogpt
- License
- unknown
- Created
- Mar 18, 2025
- Updated
- Mar 20, 2025