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0433291
Parámetros de los últimos entrenamientos
Browse files- models_config.json +9 -17
models_config.json
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@@ -4,14 +4,11 @@
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"output_dir": "distilhubert-finetuned-cry-detector",
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"training_args": {
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"num_train_epochs": 10,
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"learning_rate":
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"warmup_ratio": 0.1,
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"output_dir": "distilhubert-finetuned-cry-detector",
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"eval_strategy": "
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"
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"save_strategy": "steps",
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"save_steps": 100,
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"save_total_limit": 5,
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"lr_scheduler_type": "cosine_with_restarts",
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"auto_find_batch_size": true,
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"per_device_train_batch_size": 64,
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@@ -30,7 +27,6 @@
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"max_grad_norm": 0.5,
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"weight_decay": 0.02,
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"fp16": true,
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"logging_steps": 50,
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"eval_accumulation_steps": 1,
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"dataloader_num_workers": 12,
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"dataloader_pin_memory": true,
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@@ -42,19 +38,16 @@
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"dataset_path": "data/mixed_data",
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"output_dir": "distilhubert-finetuned-mixed-data",
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"training_args": {
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"num_train_epochs":
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"learning_rate":
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"warmup_ratio": 0.1,
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"output_dir": "distilhubert-finetuned-mixed-data",
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"eval_strategy": "
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"
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"save_strategy": "steps",
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"save_steps": 100,
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"save_total_limit": 5,
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"lr_scheduler_type": "cosine_with_restarts",
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"auto_find_batch_size": true,
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"per_device_train_batch_size":
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"per_device_eval_batch_size":
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"gradient_accumulation_steps": 2,
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"gradient_checkpointing": true,
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"load_best_model_at_end": true,
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@@ -66,7 +59,6 @@
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"max_grad_norm": 0.5,
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"weight_decay": 0.02,
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"fp16": true,
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"logging_steps": 50,
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"eval_accumulation_steps": 1,
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"dataloader_num_workers": 12,
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"dataloader_pin_memory": true,
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"output_dir": "distilhubert-finetuned-cry-detector",
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"training_args": {
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"num_train_epochs": 10,
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"learning_rate": 3e-5,
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"warmup_ratio": 0.1,
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"output_dir": "distilhubert-finetuned-cry-detector",
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"eval_strategy": "epoch",
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"save_strategy": "epoch",
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"lr_scheduler_type": "cosine_with_restarts",
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"auto_find_batch_size": true,
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"per_device_train_batch_size": 64,
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"max_grad_norm": 0.5,
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"weight_decay": 0.02,
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"fp16": true,
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"eval_accumulation_steps": 1,
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"dataloader_num_workers": 12,
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"dataloader_pin_memory": true,
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"dataset_path": "data/mixed_data",
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"output_dir": "distilhubert-finetuned-mixed-data",
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"training_args": {
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"num_train_epochs": 45,
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"learning_rate": 8e-4,
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"warmup_ratio": 0.1,
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"output_dir": "distilhubert-finetuned-mixed-data",
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"eval_strategy": "epoch",
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"save_strategy": "epoch",
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"lr_scheduler_type": "cosine_with_restarts",
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"auto_find_batch_size": true,
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"per_device_train_batch_size": 128,
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"per_device_eval_batch_size": 128,
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"gradient_accumulation_steps": 2,
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"gradient_checkpointing": true,
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"load_best_model_at_end": true,
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"max_grad_norm": 0.5,
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"weight_decay": 0.02,
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"fp16": true,
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"eval_accumulation_steps": 1,
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"dataloader_num_workers": 12,
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"dataloader_pin_memory": true,
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