Leandra Budau
commited on
Create README
Browse files
README
ADDED
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# BioGPT-BQF-Title-Small
|
2 |
+
Fine-tuned BioGPT for Biomedical Boolean Query Formalization using Titles only.
|
3 |
+
|
4 |
+
## Model Details
|
5 |
+
- Base Model: BioGPT
|
6 |
+
- Fine-tuned on: CLEF TAR, FASS datasets
|
7 |
+
- Task: Boolean Query Generation for PubMed searches
|
8 |
+
|
9 |
+
## How to Use
|
10 |
+
```python
|
11 |
+
from transformers import AutoModelForCausalLM, AutoTokenizer
|
12 |
+
|
13 |
+
model = AutoModelForCausalLM.from_pretrained("your_username/BioGPT-BQF-Title-Small")
|
14 |
+
tokenizer = AutoTokenizer.from_pretrained("your_username/BioGPT-BQF-Title-Small")
|
15 |
+
|
16 |
+
input_text = "Best treatments for lung cancer"
|
17 |
+
inputs = tokenizer(input_text, return_tensors="pt")
|
18 |
+
outputs = model.generate(**inputs)
|
19 |
+
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
|