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friend-chatbot

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transformer
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friend-chatbot
File size: 1,442 Bytes 
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{
  "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"
}