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": 10296.0519, "train_samples_per_second": 3.91, "train_steps_per_second": 0.244, "train_loss": 0.05790289470982191, "epoch": 2.0, "eval_loss": 0.03309142589569092, "eval_precision_micro": 0.8207547169811321, "eval_precision_macro": 0.7489147130312945, "eval_recall_micro": 0.8207547169811321, "eval_recall_macro": 0.7312128559829479, "eval_f1_micro": 0.8207547169811321, "eval_f1_macro": 0.728031211883242, "eval_accuracy": 0.8207547169811321, "eval_runtime": 66.9147, "eval_samples_per_second": 15.841, "eval_steps_per_second": 3.96} |