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Browse files- README.md +37 -0
- checkpoint-28212/config.json +59 -0
- checkpoint-28212/model.safetensors +3 -0
- checkpoint-28212/optimizer.pt +3 -0
- checkpoint-28212/rng_state.pth +3 -0
- checkpoint-28212/scheduler.pt +3 -0
- checkpoint-28212/trainer_state.json +495 -0
- checkpoint-28212/training_args.bin +3 -0
- config.json +59 -0
- model.safetensors +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.txt +0 -0
README.md
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---
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tags:
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- autotrain
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- text-classification
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widget:
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- text: "I love AutoTrain"
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datasets:
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- bert-toc-classification-95k/autotrain-data
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 0.5102838277816772
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f1_macro: 0.605011586308457
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f1_micro: 0.8910038281582305
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f1_weighted: 0.8870714364293508
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precision_macro: 0.6869883411452264
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precision_micro: 0.8910038281582305
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precision_weighted: 0.8858066104824025
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recall_macro: 0.5550753643871188
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recall_micro: 0.8910038281582305
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recall_weighted: 0.8910038281582305
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accuracy: 0.8910038281582305
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checkpoint-28212/config.json
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{
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"_name_or_path": "google-bert/bert-base-multilingual-cased",
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"_num_labels": 11,
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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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"directionality": "bidi",
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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": 0,
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"1": 1,
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"2": 2,
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"3": 3,
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"4": 4,
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"5": 5,
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"6": 6,
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"7": 7,
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"8": 8,
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| 23 |
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"9": 9,
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"10": 10
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},
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"initializer_range": 0.02,
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| 27 |
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"intermediate_size": 3072,
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| 28 |
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"label2id": {
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"0": 0,
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| 30 |
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"1": 1,
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| 31 |
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"2": 2,
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"3": 3,
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"4": 4,
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"5": 5,
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"6": 6,
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"7": 7,
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"8": 8,
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"9": 9,
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"10": 10
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},
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"layer_norm_eps": 1e-12,
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| 42 |
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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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| 45 |
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"num_hidden_layers": 12,
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| 46 |
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"pad_token_id": 0,
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| 47 |
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"pooler_fc_size": 768,
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| 48 |
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"pooler_num_attention_heads": 12,
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| 49 |
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"pooler_num_fc_layers": 3,
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| 50 |
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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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": "4.38.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 119547
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}
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checkpoint-28212/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ea42433a66192fafb34d42228d32b817da608c47db2a7bd785bb25b50818a4e9
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size 711471148
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checkpoint-28212/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe20c55315e2c05b2a2adda99f48ac05e5ab7b664cbae04895bffb9e1cb76e8b
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size 1423063290
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checkpoint-28212/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:a31a9a170891f40e07b29db582053bd25bc0bbcf34d8a745995d0637b96079c1
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size 14244
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checkpoint-28212/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e8d4493168547bf202fe8b7e872049f12a91ed55c0e69539ed76a6046772c76
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size 1064
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checkpoint-28212/trainer_state.json
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vocab.txt
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