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| "label_list": [ | |
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| "B-city", | |
| "I-city", | |
| "B-country_code", | |
| "I-country_code", | |
| "B-zipcode", | |
| "I-zipcode", | |
| "B-start_date", | |
| "I-start_date", | |
| "B-end_date", | |
| "I-end_date", | |
| "B-time_period", | |
| "I-time_period", | |
| "B-days", | |
| "I-days" | |
| ], | |
| "label_to_id": { | |
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| "B-country_code": 3, | |
| "I-country_code": 4, | |
| "B-zipcode": 5, | |
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| "I-time_period": 12, | |
| "B-days": 13, | |
| "I-days": 14 | |
| }, | |
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| "3": "B-country_code", | |
| "4": "I-country_code", | |
| "5": "B-zipcode", | |
| "6": "I-zipcode", | |
| "7": "B-start_date", | |
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| "9": "B-end_date", | |
| "10": "I-end_date", | |
| "11": "B-time_period", | |
| "12": "I-time_period", | |
| "13": "B-days", | |
| "14": "I-days" | |
| }, | |
| "training_args": { | |
| "output_dir": "./results", | |
| "overwrite_output_dir": false, | |
| "do_train": false, | |
| "do_eval": true, | |
| "do_predict": false, | |
| "evaluation_strategy": "epoch", | |
| "prediction_loss_only": false, | |
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| "eval_delay": 0, | |
| "learning_rate": 2e-05, | |
| "weight_decay": 0.01, | |
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| "adam_epsilon": 1e-08, | |
| "max_grad_norm": 1.0, | |
| "num_train_epochs": 3, | |
| "max_steps": -1, | |
| "lr_scheduler_type": "linear", | |
| "warmup_ratio": 0.0, | |
| "warmup_steps": 0, | |
| "log_level": "passive", | |
| "log_level_replica": "passive", | |
| "log_on_each_node": true, | |
| "logging_dir": "./logs", | |
| "logging_strategy": "steps", | |
| "logging_first_step": false, | |
| "logging_steps": 10, | |
| "logging_nan_inf_filter": true, | |
| "save_strategy": "epoch", | |
| "save_steps": 500, | |
| "save_total_limit": null, | |
| "save_on_each_node": false, | |
| "no_cuda": false, | |
| "use_mps_device": false, | |
| "seed": 42, | |
| "data_seed": null, | |
| "jit_mode_eval": false, | |
| "use_ipex": false, | |
| "bf16": false, | |
| "fp16": true, | |
| "fp16_opt_level": "O1", | |
| "half_precision_backend": "cuda_amp", | |
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| "fp16_full_eval": false, | |
| "tf32": null, | |
| "local_rank": -1, | |
| "xpu_backend": null, | |
| "tpu_num_cores": null, | |
| "tpu_metrics_debug": false, | |
| "debug": [], | |
| "dataloader_drop_last": false, | |
| "eval_steps": null, | |
| "dataloader_num_workers": 0, | |
| "past_index": -1, | |
| "run_name": "./results", | |
| "disable_tqdm": false, | |
| "remove_unused_columns": true, | |
| "label_names": null, | |
| "load_best_model_at_end": true, | |
| "metric_for_best_model": "loss", | |
| "greater_is_better": false, | |
| "ignore_data_skip": false, | |
| "sharded_ddp": [], | |
| "fsdp": [], | |
| "fsdp_min_num_params": 0, | |
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| "deepspeed": null, | |
| "label_smoothing_factor": 0.0, | |
| "optim": "adamw_hf", | |
| "optim_args": null, | |
| "adafactor": false, | |
| "group_by_length": false, | |
| "length_column_name": "length", | |
| "report_to": [ | |
| "tensorboard" | |
| ], | |
| "ddp_find_unused_parameters": null, | |
| "ddp_bucket_cap_mb": null, | |
| "dataloader_pin_memory": true, | |
| "skip_memory_metrics": true, | |
| "use_legacy_prediction_loop": false, | |
| "push_to_hub": false, | |
| "resume_from_checkpoint": null, | |
| "hub_model_id": null, | |
| "hub_strategy": "every_save", | |
| "hub_token": "<HUB_TOKEN>", | |
| "hub_private_repo": false, | |
| "gradient_checkpointing": false, | |
| "include_inputs_for_metrics": false, | |
| "fp16_backend": "auto", | |
| "push_to_hub_model_id": null, | |
| "push_to_hub_organization": null, | |
| "push_to_hub_token": "<PUSH_TO_HUB_TOKEN>", | |
| "mp_parameters": "", | |
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| "full_determinism": false, | |
| "torchdynamo": null, | |
| "ray_scope": "last", | |
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| "torch_compile": false, | |
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| }, | |
| "lora_config": { | |
| "r": 8, | |
| "lora_alpha": 32, | |
| "target_modules": [ | |
| "query", | |
| "value", | |
| "key" | |
| ], | |
| "lora_dropout": 0.1, | |
| "bias": "none", | |
| "task_type": "TOKEN_CLS" | |
| }, | |
| "model_type": "roberta", | |
| "base_model_name": "climatebert/distilroberta-base-climate-detector" | |
| } |