Add files using upload-large-folder tool
Browse files- config.json +33 -0
- training_args.json +24 -0
config.json
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{
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"model_type": "gpt2",
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"architecture": "GPT2LMHeadModel",
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"vocab_size": 32000,
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"n_positions": 512,
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"n_ctx": 512,
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"n_embd": 512,
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"n_layer": 8,
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"n_head": 8,
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"activation_function": "gelu_new",
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"resid_pdrop": 0.1,
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"embd_pdrop": 0.1,
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"attn_pdrop": 0.1,
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"layer_norm_epsilon": 1e-5,
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"initializer_range": 0.02,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"style_tokens": {
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"formal": "<|formal|>",
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"informal": "<|informal|>",
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"poetic": "<|poetic|>",
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"literary": "<|literary|>"
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},
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"task_specific_params": {
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"style-transfer": {
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"do_sample": true,
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"max_length": 256,
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"temperature": 0.7,
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"top_p": 0.85,
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"repetition_penalty": 1.2
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}
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}
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}
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training_args.json
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{
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"output_dir": "./results",
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"evaluation_strategy": "steps",
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"eval_steps": 500,
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"save_strategy": "steps",
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"save_steps": 500,
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"learning_rate": 5e-5,
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"per_device_train_batch_size": 4,
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"per_device_eval_batch_size": 4,
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"gradient_accumulation_steps": 8,
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"num_train_epochs": 10,
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"weight_decay": 0.01,
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"warmup_ratio": 0.1,
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"logging_dir": "./logs",
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"logging_steps": 100,
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"save_total_limit": 3,
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"load_best_model_at_end": true,
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"metric_for_best_model": "eval_loss",
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"greater_is_better": false,
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"fp16": true,
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"dataloader_pin_memory": false,
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"report_to": "none",
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"remove_unused_columns": false
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}
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