best albert-xxlarge finetuned on ner
Browse files- all_results.json +17 -0
- config.json +57 -0
- eval_results.json +12 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +49 -0
- training_args.bin +3 -0
all_results.json
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9697488960653793,
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"eval_f1": 0.8438369228323929,
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"eval_loss": 0.12305136024951935,
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"eval_precision": 0.8397658968680797,
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"eval_recall": 0.8479476122025236,
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"eval_runtime": 24.6046,
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"eval_samples": 1916,
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"eval_samples_per_second": 77.871,
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"eval_steps_per_second": 19.468,
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"train_loss": 0.10445189647949658,
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"train_runtime": 732.081,
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"train_samples": 8324,
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"train_samples_per_second": 22.741,
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"train_steps_per_second": 1.421
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}
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config.json
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{
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"_name_or_path": "CenIA/albert_xxlarge_spanish",
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"architectures": [
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"AlbertForTokenClassification"
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],
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"attention_probs_dropout_prob": 0,
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"bos_token_id": 2,
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"classifier_dropout_prob": 0.1,
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"down_scale_factor": 1,
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"embedding_size": 128,
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"eos_token_id": 3,
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"finetuning_task": "ner",
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"gap_size": 0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0,
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"hidden_size": 4096,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6",
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"7": "LABEL_7",
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"8": "LABEL_8"
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},
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"initializer_range": 0.01,
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"inner_group_num": 1,
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"intermediate_size": 16384,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4,
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"LABEL_5": 5,
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"LABEL_6": 6,
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"LABEL_7": 7,
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"LABEL_8": 8
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},
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"layer_norm_eps": 1e-12,
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"layers_to_keep": [],
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"max_position_embeddings": 512,
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"model_type": "albert",
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"net_structure_type": 0,
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"num_attention_heads": 64,
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"num_hidden_groups": 1,
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"num_hidden_layers": 12,
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"num_memory_blocks": 0,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.11.3",
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"type_vocab_size": 2,
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"vocab_size": 31000
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}
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eval_results.json
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9697488960653793,
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"eval_f1": 0.8438369228323929,
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"eval_loss": 0.12305136024951935,
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"eval_precision": 0.8397658968680797,
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"eval_recall": 0.8479476122025236,
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"eval_runtime": 24.6046,
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"eval_samples": 1916,
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"eval_samples_per_second": 77.871,
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"eval_steps_per_second": 19.468
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a0b3b54357a2b22edd9229096506e8439134c6543ea67e46586705b2aac671bf
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size 823930775
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special_tokens_map.json
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{"bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "<unk>", "sep_token": "[SEP]", "pad_token": "<pad>", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer.json
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tokenizer_config.json
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{"do_lower_case": true, "remove_space": true, "keep_accents": true, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "<unk>", "sep_token": "[SEP]", "pad_token": "<pad>", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "CenIA/albert_xxlarge_spanish", "tokenizer_class": "AlbertTokenizer"}
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train_results.json
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{
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"epoch": 2.0,
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"train_loss": 0.10445189647949658,
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"train_runtime": 732.081,
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"train_samples": 8324,
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"train_samples_per_second": 22.741,
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"train_steps_per_second": 1.421
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}
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trainer_state.json
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{
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"best_metric": 0.12305136024951935,
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"best_model_checkpoint": "/home/sdonoso/data/all_results/ner-c/albert-xxlarge/epochs_2_bs_4_lr_2e-5/checkpoint-1000",
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"epoch": 1.9995194617972127,
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"global_step": 1040,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.96,
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"learning_rate": 1.0442307692307694e-05,
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"loss": 0.158,
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"step": 500
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},
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{
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"epoch": 1.92,
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"learning_rate": 8.26923076923077e-07,
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"loss": 0.0558,
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"step": 1000
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},
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{
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"epoch": 1.92,
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"eval_accuracy": 0.9697488960653793,
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"eval_f1": 0.8438369228323929,
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"eval_loss": 0.12305136024951935,
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"eval_precision": 0.8397658968680797,
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"eval_recall": 0.8479476122025236,
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"eval_runtime": 26.2148,
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"eval_samples_per_second": 73.088,
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"eval_steps_per_second": 18.272,
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"step": 1000
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},
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{
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"epoch": 2.0,
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"step": 1040,
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"total_flos": 1325433589814784.0,
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"train_loss": 0.10445189647949658,
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"train_runtime": 732.081,
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"train_samples_per_second": 22.741,
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"train_steps_per_second": 1.421
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}
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],
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"max_steps": 1040,
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"num_train_epochs": 2,
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"total_flos": 1325433589814784.0,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:bb0bb3fe5777216ba6d26521f57652b902803200ef52bf52a333ebea8fc1c4a6
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size 2863
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