| { | |
| "model_name_or_path": "Salesforce/codegen-2B-mono", | |
| "train_file": "/kaggle/working/repo/data_raw/outdated_y+_FINAL.json", | |
| "valid_file": "/kaggle/working/repo/data_raw/outdated_y+_FINAL.json", | |
| "output_dir": "/kaggle/working/outputs/prompt_tuning_codegen2b_global", | |
| "num_virtual_tokens": 20, | |
| "prompt_init": "random", | |
| "prompt_init_text": "Generate the next line:", | |
| "max_input_length": 512, | |
| "max_target_length": 128, | |
| "max_seq_length": 640, | |
| "per_device_train_batch_size": 1, | |
| "per_device_eval_batch_size": 1, | |
| "gradient_accumulation_steps": 32, | |
| "learning_rate": 0.005, | |
| "num_train_epochs": 9, | |
| "warmup_ratio": 0.03, | |
| "weight_decay": 0.0, | |
| "max_grad_norm": 1.0, | |
| "logging_steps": 10, | |
| "eval_steps": 200, | |
| "save_steps": 200, | |
| "seed": 42, | |
| "fp16": true, | |
| "bf16": false, | |
| "num_workers": 2, | |
| "resume_from_checkpoint": null | |
| } |