Text Generation
PEFT
Safetensors
Vietnamese
fact-checking
vietnamese
qwen2.5
qlora
nlp
hallucination-detection
conversational
Instructions to use sunflowerbiii/VInficheck with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use sunflowerbiii/VInficheck with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-7B-Instruct") model = PeftModel.from_pretrained(base_model, "sunflowerbiii/VInficheck") - Notebooks
- Google Colab
- Kaggle
| { | |
| "balanced_accuracy": 0.8700000000000001, | |
| "accuracy": 0.87, | |
| "f1_macro": 0.8695303091128062, | |
| "precision_yes": 0.9204545454545454, | |
| "recall_yes": 0.81, | |
| "per_error_type": { | |
| "NoE": { | |
| "correct": 93, | |
| "total": 100, | |
| "accuracy": 0.93 | |
| }, | |
| "CorefE": { | |
| "correct": 12, | |
| "total": 18, | |
| "accuracy": 0.6666666666666666 | |
| }, | |
| "LinkE": { | |
| "correct": 9, | |
| "total": 9, | |
| "accuracy": 1.0 | |
| }, | |
| "EntE": { | |
| "correct": 16, | |
| "total": 25, | |
| "accuracy": 0.64 | |
| }, | |
| "PredE": { | |
| "correct": 25, | |
| "total": 27, | |
| "accuracy": 0.9259259259259259 | |
| }, | |
| "CircE": { | |
| "correct": 9, | |
| "total": 11, | |
| "accuracy": 0.8181818181818182 | |
| }, | |
| "OutE": { | |
| "correct": 10, | |
| "total": 10, | |
| "accuracy": 1.0 | |
| } | |
| }, | |
| "n_samples": 200, | |
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| } |