Instructions to use retrieval-bar/Mistral-7B-v0.1_district-court-db with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use retrieval-bar/Mistral-7B-v0.1_district-court-db with PEFT:
from peft import PeftModel from transformers import AutoModelForSequenceClassification base_model = AutoModelForSequenceClassification.from_pretrained("mistralai/Mistral-7B-v0.1") model = PeftModel.from_pretrained(base_model, "retrieval-bar/Mistral-7B-v0.1_district-court-db") - Notebooks
- Google Colab
- Kaggle
| {"run_name": "./output", "train_runtime": 4786.626, "train_samples_per_second": 4.847, "train_steps_per_second": 0.151, "train_loss": 0.06415341473858932, "epoch": 1.15, "eval_loss": 0.03698405995965004, "eval_precision_micro": 0.8066037735849056, "eval_precision_macro": 0.7208214192299698, "eval_recall_micro": 0.8066037735849056, "eval_recall_macro": 0.685353731775815, "eval_f1_micro": 0.8066037735849056, "eval_f1_macro": 0.6941481024376613, "eval_accuracy": 0.8066037735849056, "eval_runtime": 68.991, "eval_samples_per_second": 15.364, "eval_steps_per_second": 3.841} |