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Browse files- README.md +27 -0
- checkpoint-3150/config.json +35 -0
- checkpoint-3150/model.safetensors +3 -0
- checkpoint-3150/optimizer.pt +3 -0
- checkpoint-3150/rng_state.pth +3 -0
- checkpoint-3150/scheduler.pt +3 -0
- checkpoint-3150/trainer_state.json +0 -0
- checkpoint-3150/training_args.bin +3 -0
- config.json +35 -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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- younoger/autotrain-data-YGBNumbersBert-0.5
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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: 0.0019458403112366796
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f1: 1.0
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precision: 1.0
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recall: 1.0
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auc: 1.0
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accuracy: 1.0
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checkpoint-3150/config.json
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{
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"_name_or_path": "bert-base-german-cased",
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"_num_labels": 2,
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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": 0,
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"1": 1
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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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"0": 0,
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"1": 1
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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": "4.36.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30000
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}
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checkpoint-3150/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e49f3a622a07f491e3d6c5ce19265282a44c2f8a483a19426db34ce8ac048154
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size 436355056
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checkpoint-3150/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2b893afff02310a0b4f1f513997b65e92980ca205e7e03aa2ce273ee981fb2b0
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size 872831226
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checkpoint-3150/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:97f9f946536a7701a95d4f667068d2ed2e8867e0b7460f410dfd235ec88f33eb
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size 14244
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checkpoint-3150/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:299331e0e06ab419b0ba236529046c6c4e88d6aba9f72304eb4c82ce9033dc0e
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size 1064
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checkpoint-3150/trainer_state.json
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checkpoint-3150/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9527f182eeec0e3c2055ecca599b750441a51c0eb4c43c6dbaae4287b4d1cf6b
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size 4728
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config.json
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{
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"_name_or_path": "bert-base-german-cased",
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"_num_labels": 2,
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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": 0,
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"1": 1
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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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"0": 0,
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"1": 1
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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": "4.36.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30000
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e49f3a622a07f491e3d6c5ce19265282a44c2f8a483a19426db34ce8ac048154
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size 436355056
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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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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"4": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"5": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_lower_case": false,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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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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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9527f182eeec0e3c2055ecca599b750441a51c0eb4c43c6dbaae4287b4d1cf6b
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size 4728
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training_params.json
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{
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"data_path": "younoger/autotrain-data-YGBNumbersBert-0.5",
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"model": "bert-base-german-cased",
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"lr": 5e-05,
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"epochs": 5,
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"max_seq_length": 512,
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"batch_size": 32,
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"warmup_ratio": 0.1,
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"gradient_accumulation": 1,
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"optimizer": "adamw_torch",
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"scheduler": "linear",
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"weight_decay": 0.0,
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"max_grad_norm": 1.0,
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"seed": 42,
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"train_split": "train",
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"valid_split": "validation",
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"text_column": "autotrain_text",
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"target_column": "autotrain_label",
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"logging_steps": -1,
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"project_name": "/tmp/model",
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"auto_find_batch_size": false,
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"mixed_precision": "fp16",
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"save_total_limit": 1,
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"save_strategy": "epoch",
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"push_to_hub": true,
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"repo_id": "younoger/YGBNumbersBert-0.5",
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"evaluation_strategy": "epoch",
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"username": "younoger",
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"log": "none"
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}
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vocab.txt
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