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Browse files- config.json +71 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +17 -0
- trainer_state.json +306 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "dbmdz/bert-base-turkish-cased",
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"architectures": [
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"BertForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "O",
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"1": "B-no",
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"2": "I-no",
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"3": "B-mahalle",
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"4": "I-mahalle",
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"5": "B-ad-soyad",
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"6": "I-ad-soyad",
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"7": "B-kat",
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"8": "I-kat",
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"9": "B-ilce",
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"10": "I-ilce",
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"11": "B-sokak",
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"12": "I-sokak",
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"13": "B-dis kapi no",
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"14": "I-dis kapi no",
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"15": "B-Apartman/Site",
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"16": "I-Apartman/Site",
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"17": "B-ic kapi no",
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"18": "I-ic kapi no",
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"19": "B-il",
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"20": "I-il"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_10": 10,
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"LABEL_11": 11,
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"LABEL_12": 12,
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"LABEL_13": 13,
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"LABEL_14": 14,
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"LABEL_15": 15,
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"LABEL_16": 16,
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"LABEL_17": 17,
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"LABEL_18": 18,
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"LABEL_19": 19,
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"LABEL_2": 2,
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"LABEL_20": 20,
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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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"LABEL_9": 9
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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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": "4.26.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 32000
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b1b218ede1e774f4ee70f7198dff9ca381914a7584b74cb3e3ca558b902d3d47
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size 880458405
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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:d232bd94b71cf976b86e405f66a9977479954327e95c47d07c53c741cee057ad
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size 440242033
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:978b385d0eac0bd747225a9767580bbc0718dd5abca4bb7fef9d4fd5fc49171e
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size 14503
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f79e9e7e0cc7d63fe68db3376b63b0f58f3124e24cf6242343661b597c4f9afe
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size 623
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special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": false,
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"mask_token": "[MASK]",
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"max_len": 512,
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"model_max_length": 512,
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"name_or_path": "dbmdz/bert-base-turkish-cased",
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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"special_tokens_map_file": null,
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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trainer_state.json
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{
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"best_metric": 0.252394437789917,
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"best_model_checkpoint": "/mounts/work/akoksal/earthquake_ner_models/checkpoint-192",
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"epoch": 5.0,
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"global_step": 240,
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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": 1.0,
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"learning_rate": 4.4444444444444447e-05,
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"loss": 1.1871,
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"step": 48
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},
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{
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"epoch": 1.0,
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"eval_Apartman/Site_f1": 0.4812834224598931,
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"eval_Apartman/Site_precision": 0.4017857142857143,
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"eval_Apartman/Site_recall": 0.6,
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"eval_Apartman/Site_support": 75,
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"eval_ad-soyad_f1": 0.7657992565055761,
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"eval_ad-soyad_precision": 0.7006802721088435,
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"eval_ad-soyad_recall": 0.8442622950819673,
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"eval_ad-soyad_support": 122,
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"eval_dis kapi no_f1": 0.0,
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"eval_dis kapi no_precision": 0.0,
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"eval_dis kapi no_recall": 0.0,
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"eval_dis kapi no_support": 9,
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"eval_ic kapi no_f1": 0.0,
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"eval_ic kapi no_precision": 0.0,
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"eval_ic kapi no_recall": 0.0,
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"eval_ic kapi no_support": 10,
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"eval_il_f1": 0.7532467532467533,
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"eval_il_precision": 0.696,
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"eval_il_recall": 0.8207547169811321,
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"eval_il_support": 106,
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"eval_ilce_f1": 0.5732484076433121,
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"eval_ilce_precision": 0.6164383561643836,
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"eval_ilce_support": 84,
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"eval_kat_f1": 0.0,
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"eval_kat_precision": 0.0,
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"eval_kat_recall": 0.0,
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"eval_loss": 0.34245046973228455,
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"eval_mahalle_f1": 0.6117647058823529,
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"eval_mahalle_precision": 0.5454545454545454,
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"eval_mahalle_recall": 0.6964285714285714,
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"eval_mahalle_support": 112,
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"eval_no_f1": 0.33557046979865773,
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"eval_no_precision": 0.2336448598130841,
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"eval_no_recall": 0.5952380952380952,
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"eval_overall_accuracy": 0.9031231350706187,
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"eval_overall_precision": 0.530373831775701,
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"eval_overall_recall": 0.6637426900584795,
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"eval_runtime": 0.5655,
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"eval_samples_per_second": 339.518,
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"eval_sokak_f1": 0.5461538461538461,
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"eval_sokak_precision": 0.47651006711409394,
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"step": 48
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},
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{
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"epoch": 2.0,
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"learning_rate": 3.3333333333333335e-05,
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"loss": 0.2457,
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"step": 96
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},
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{
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"epoch": 2.0,
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vocab.txt
ADDED
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