Instructions to use fals3/bigcode-starcoder2-7b-unit-test-ia3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use fals3/bigcode-starcoder2-7b-unit-test-ia3 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("bigcode/starcoder2-7b") model = PeftModel.from_pretrained(base_model, "fals3/bigcode-starcoder2-7b-unit-test-ia3") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 2.99835255354201, | |
| "eval_accuracy": 0.7202472853512873, | |
| "eval_loss": 0.701539158821106, | |
| "eval_runtime": 67.8307, | |
| "eval_samples": 931, | |
| "eval_samples_per_second": 13.725, | |
| "eval_steps_per_second": 6.87, | |
| "perplexity": 2.0168545792379886, | |
| "total_flos": 4.5989900901679104e+17, | |
| "train_loss": 0.9395189625439626, | |
| "train_runtime": 3703.1427, | |
| "train_samples": 7283, | |
| "train_samples_per_second": 5.9, | |
| "train_steps_per_second": 0.369 | |
| } |