Hello icelandic typo-detector
Browse files- config.json +33 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tf_model.h5 +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +97 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "distilbert-base-multilingual-cased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForTokenClassification"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"finetuning_task": "ner",
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"hidden_dim": 3072,
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"id2label": {
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"0": "O",
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"1": "B-TYPO"
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},
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"initializer_range": 0.02,
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"label2id": {
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"B-TYPO": 1,
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"O": 0
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"output_past": true,
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"pad_token_id": 0,
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"transformers_version": "4.9.0.dev0",
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"vocab_size": 119547
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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 sha256:6ce25ee545588a9b4339d4addd48d667825881464daf0cb31fc7d65759a7abe2
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size 538981877
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:6c9d50efb27c7838248993b7e60929f0ca9e6da3e6a05b8c5642e761a3b05194
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size 539068832
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tokenizer.json
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tokenizer_config.json
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{"do_lower_case": false, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "distilbert-base-multilingual-cased", "tokenizer_class": "DistilBertTokenizer"}
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trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 3.0,
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"global_step": 24591,
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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": 0.61,
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"learning_rate": 2.3901427351470052e-05,
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"loss": 0.1006,
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"step": 5000
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},
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{
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"epoch": 0.61,
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"eval_accuracy": 0.972805888299768,
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"eval_f1": 0.9542635564090959,
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"eval_loss": 0.07431062310934067,
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"eval_precision": 0.9702985074626865,
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"eval_recall": 0.9387499699164882,
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"eval_runtime": 29.2474,
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"eval_samples_per_second": 236.021,
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"eval_steps_per_second": 14.771,
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"step": 5000
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},
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{
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"epoch": 1.22,
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"learning_rate": 1.780407466146151e-05,
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"loss": 0.0687,
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"step": 10000
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},
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{
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"epoch": 1.22,
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"eval_accuracy": 0.9766388107030903,
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"eval_f1": 0.9604958921631328,
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"eval_loss": 0.06732712686061859,
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"eval_precision": 0.9821666624745328,
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"eval_recall": 0.9397607759139371,
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"eval_runtime": 28.7775,
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"eval_samples_per_second": 239.875,
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"eval_steps_per_second": 15.012,
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"step": 10000
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},
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{
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"epoch": 1.83,
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"learning_rate": 1.170550201293156e-05,
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"step": 15000
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},
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{
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"epoch": 1.83,
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"eval_accuracy": 0.9789952943058919,
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"eval_f1": 0.9645339555446395,
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"eval_loss": 0.06241472437977791,
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"eval_precision": 0.9847538804884777,
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"eval_recall": 0.9451276744242015,
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"eval_runtime": 28.8228,
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"eval_samples_per_second": 239.498,
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"eval_steps_per_second": 14.988,
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"step": 15000
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},
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{
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"epoch": 2.44,
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"learning_rate": 5.610589239965841e-06,
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{
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"epoch": 2.44,
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"eval_accuracy": 0.9803844559359386,
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"eval_loss": 0.06139765679836273,
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"eval_precision": 0.9825864467408585,
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"eval_recall": 0.9519626483117133,
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"eval_runtime": 29.0028,
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"eval_samples_per_second": 238.011,
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"eval_steps_per_second": 14.895,
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"step": 20000
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},
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{
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"epoch": 3.0,
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"step": 24591,
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"total_flos": 3.1729035119402496e+16,
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"train_loss": 0.06211166688984918,
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"train_runtime": 4046.4754,
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"train_samples_per_second": 97.228,
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"train_steps_per_second": 6.077
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}
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],
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"max_steps": 24591,
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"num_train_epochs": 3,
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"total_flos": 3.1729035119402496e+16,
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"trial_name": null,
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"trial_params": null
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}
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vocab.txt
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