yavuzkomecoglu
commited on
Commit
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1541fc9
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Parent(s):
ebbab3e
added model files
Browse files- README.md +34 -0
- config.json +60 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +17 -0
- vocab.txt +0 -0
README.md
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---
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language:
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- tr
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tags:
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- text # Example: audio
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- text-classification # Example: automatic-speech-recognition
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- news-category-classification # Example: speech
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metrics:
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- accuracy # Example: wer. Use metric id from https://hf.co/metrics
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- f1
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- precision
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- recall
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---
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## INTERPRESS TURKISH NEWS CATEGORY CLASSIFICATION MODEL - TEST - v0.1
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LABELS = {
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0: 'spor',
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1: 'is_ve_finans',
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2: 'lifestyle',
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3: 'eglence',
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4: 'seyahat',
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5: 'egitim',
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6: 'bilim',
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7: 'teknoloji',
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8: 'kultur_sanat',
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9: 'otomotiv',
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10: 'politika',
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11: 'endustri',
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12: 'moda',
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13: 'yemek'
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}
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ACC = 0.9128, F1 = 0.7142, PRECISION = 0.7355, RECALL = 0.06996
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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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"BertForSequenceClassification"
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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": "spor",
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"1": "is_ve_finans",
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"2": "lifestyle",
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"3": "eglence",
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"4": "seyahat",
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"5": "egitim",
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"6": "bilim",
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"7": "teknoloji",
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"8": "kultur_sanat",
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"9": "otomotiv",
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"10": "politika",
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"11": "endustri",
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"12": "moda",
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"13": "yemek",
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"14": "saglik"
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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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"spor": 0,
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"is_ve_finans": 1,
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"politika": 10,
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"endustri": 11,
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"moda": 12,
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"yemek": 13,
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"saglik": 14,
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"lifestyle": 2,
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"eglence": 3,
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"seyahat": 4,
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"egitim": 5,
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"bilim": 6,
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"teknoloji": 7,
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"kultur_sanat": 8,
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"otomotiv": 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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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.25.1",
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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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:27f5517135d20afa6497a04503d1aa187a4ca9c3f50b402c3bfabc3c519026aa
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size 442588341
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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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vocab.txt
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