shadow_mbart / meta_config.json
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{
"model_name": "facebook/mbart-large-50",
"dataset_path": null,
"training_args": {
"output_dir": "./output/mbart-large-first",
"per_device_train_batch_size": 1,
"num_train_epochs": 3,
"max_steps": -1,
"learning_rate": 3e-05,
"lr_scheduler_type": "linear",
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"warmup_steps": 1000,
"optim": "adamw_torch_fused",
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"weight_decay": 0.01,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-08,
"optim_target_modules": null,
"gradient_accumulation_steps": 1,
"average_tokens_across_devices": true,
"max_grad_norm": 1.0,
"label_smoothing_factor": 0.0,
"bf16": true,
"fp16": false,
"bf16_full_eval": false,
"fp16_full_eval": false,
"tf32": null,
"gradient_checkpointing": false,
"gradient_checkpointing_kwargs": null,
"torch_compile": false,
"torch_compile_backend": null,
"torch_compile_mode": null,
"use_liger_kernel": false,
"liger_kernel_config": null,
"use_cache": false,
"neftune_noise_alpha": null,
"torch_empty_cache_steps": null,
"auto_find_batch_size": false,
"logging_strategy": "epoch",
"logging_steps": 500,
"logging_first_step": false,
"log_on_each_node": true,
"logging_nan_inf_filter": true,
"include_num_input_tokens_seen": "no",
"log_level": "passive",
"log_level_replica": "warning",
"disable_tqdm": false,
"report_to": [],
"run_name": null,
"project": "huggingface",
"trackio_space_id": "trackio",
"eval_strategy": "epoch",
"eval_steps": null,
"eval_delay": 0,
"per_device_eval_batch_size": 1,
"prediction_loss_only": false,
"eval_on_start": false,
"eval_do_concat_batches": true,
"eval_use_gather_object": false,
"eval_accumulation_steps": null,
"include_for_metrics": [],
"batch_eval_metrics": false,
"save_only_model": false,
"save_strategy": "epoch",
"save_steps": 500,
"save_on_each_node": false,
"save_total_limit": 2,
"enable_jit_checkpoint": false,
"push_to_hub": false,
"hub_token": "<HUB_TOKEN>",
"hub_private_repo": null,
"hub_model_id": null,
"hub_strategy": "every_save",
"hub_always_push": false,
"hub_revision": null,
"load_best_model_at_end": true,
"metric_for_best_model": "eval_loss",
"greater_is_better": false,
"ignore_data_skip": false,
"restore_callback_states_from_checkpoint": false,
"full_determinism": false,
"seed": 42,
"data_seed": null,
"use_cpu": false,
"accelerator_config": {
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"dispatch_batches": null,
"even_batches": true,
"use_seedable_sampler": true,
"non_blocking": false,
"gradient_accumulation_kwargs": null
},
"parallelism_config": null,
"dataloader_drop_last": false,
"dataloader_num_workers": 0,
"dataloader_pin_memory": true,
"dataloader_persistent_workers": false,
"dataloader_prefetch_factor": null,
"remove_unused_columns": true,
"label_names": null,
"train_sampling_strategy": "random",
"length_column_name": "length",
"ddp_find_unused_parameters": null,
"ddp_bucket_cap_mb": null,
"ddp_broadcast_buffers": null,
"ddp_backend": null,
"ddp_timeout": 1800,
"fsdp": [],
"fsdp_config": {
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"xla": false,
"xla_fsdp_v2": false,
"xla_fsdp_grad_ckpt": false
},
"deepspeed": null,
"debug": [],
"skip_memory_metrics": true,
"do_train": false,
"do_eval": true,
"do_predict": false,
"resume_from_checkpoint": null,
"warmup_ratio": null,
"logging_dir": null,
"local_rank": -1,
"sortish_sampler": false,
"predict_with_generate": true,
"generation_max_length": null,
"generation_num_beams": null,
"generation_config": {
"max_length": 200,
"max_new_tokens": null,
"min_length": null,
"min_new_tokens": null,
"early_stopping": true,
"max_time": 30,
"stop_strings": null,
"do_sample": null,
"num_beams": 2,
"use_cache": true,
"cache_implementation": null,
"cache_config": null,
"temperature": null,
"top_k": null,
"top_p": null,
"min_p": null,
"top_h": null,
"typical_p": null,
"epsilon_cutoff": null,
"eta_cutoff": null,
"repetition_penalty": null,
"encoder_repetition_penalty": null,
"length_penalty": null,
"no_repeat_ngram_size": null,
"bad_words_ids": null,
"renormalize_logits": null,
"forced_bos_token_id": null,
"forced_eos_token_id": 2,
"remove_invalid_values": null,
"exponential_decay_length_penalty": null,
"suppress_tokens": null,
"begin_suppress_tokens": null,
"sequence_bias": null,
"token_healing": null,
"guidance_scale": null,
"watermarking_config": null,
"num_return_sequences": null,
"output_attentions": null,
"output_hidden_states": null,
"output_scores": null,
"output_logits": null,
"return_dict_in_generate": null,
"pad_token_id": 1,
"bos_token_id": 0,
"eos_token_id": 2,
"encoder_no_repeat_ngram_size": null,
"decoder_start_token_id": 2,
"is_assistant": null,
"num_assistant_tokens": null,
"num_assistant_tokens_schedule": null,
"assistant_confidence_threshold": null,
"prompt_lookup_num_tokens": null,
"max_matching_ngram_size": null,
"assistant_early_exit": null,
"assistant_lookbehind": null,
"target_lookbehind": null,
"compile_config": null,
"disable_compile": null,
"continuous_batching_config": null,
"low_memory": null,
"penalty_alpha": null,
"dola_layers": null,
"diversity_penalty": null,
"num_beam_groups": null,
"constraints": null,
"force_words_ids": null,
"prefill_chunk_size": null,
"_from_model_config": true,
"transformers_version": "5.5.0"
}
},
"INPUT_COL": "combined_text",
"LABEL_COL": "summary",
"columns_to_keep": [
"combined_text",
"summary"
],
"run_cfg": {
"model_name": "facebook/mbart-large-50",
"output_dir": "./output/mbart-large-first",
"LM_type": "seq2seq",
"input_col_name": "combined_text",
"label_col_name": "summary",
"input_text_max_length": 1024,
"summary_text_max_length": 256,
"pad_to_multiple_of_input_text": 1024,
"pad_to_multiple_of_summary_text": 1,
"batch_max_tokens": 16384,
"batch_max_tokens_multiplier": 0.8,
"hyperparameter_search": false,
"objective_is_loss": false,
"bf16": true,
"gradient_accumulation_steps": 1,
"num_train_epochs": 3,
"learning_rate": 3e-05,
"weight_decay": 0.01,
"max_grad_norm": 1.0,
"lr_scheduler_type": "cosine",
"target_modules": "all-linear",
"training_optim": "adamw_torch_fused",
"peft_gradient_checkpointing": false,
"own_bartled_underlying_model": null,
"selector_name": "first"
}
}