| { | |
| "model_name": "huggingchat/friend-chatbot", | |
| "model_type": "transformer", | |
| "num_layers": 6, | |
| "hidden_size": 512, | |
| "num_attention_heads": 8, | |
| "intermediate_size": 2048, | |
| "hidden_act": "gelu", | |
| "num_labels": 1, | |
| "max_position_embeddings": 512, | |
| "type_vocab_size": 2, | |
| "initializer_range": 0.02, | |
| "layer_norm_eps": 1e-12, | |
| "pad_token_id": 0, | |
| "vocab_size": 30522, | |
| "max_length": 128, | |
| "train_batch_size": 8, | |
| "eval_batch_size": 8, | |
| "learning_rate": 5e-5, | |
| "num_train_epochs": 3, | |
| "warmup_ratio": 0.1, | |
| "weight_decay": 0.01, | |
| "adam_epsilon": 1e-8, | |
| "max_grad_norm": 1.0, | |
| "seed": 42, | |
| "output_dir": "./models/friend-chatbot", | |
| "fp16": true, | |
| "gradient_accumulation_steps": 1, | |
| "save_steps": 1000, | |
| "logging_steps": 100, | |
| "evaluate_during_training": true, | |
| "evaluate_during_training_steps": 1000, | |
| "overwrite_output_dir": true, | |
| "report_to": "tensorboard", | |
| "dataloader_drop_last": true, | |
| "use_multiprocessing": false, | |
| "cache_dir": "./cache", | |
| "model_revision": "main", | |
| "tokenizer_name": "huggingchat/friend-chatbot", | |
| "do_train": true, | |
| "do_eval": true, | |
| "evaluation_strategy": "steps", | |
| "per_device_train_batch_size": 8, | |
| "per_device_eval_batch_size": 8, | |
| "save_strategy": "steps", | |
| "load_best_model_at_end": true, | |
| "metric_for_best_model": "accuracy", | |
| "greater_is_better": true, | |
| "push_to_hub": true, | |
| "hub_model_id": "huggingchat/friend-chatbot", | |
| "hub_token": "your-huggingface-token" | |
| } |