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Browse files- README.md +36 -0
- checkpoint-1060/config.json +39 -0
- checkpoint-1060/model.safetensors +3 -0
- checkpoint-1060/optimizer.pt +3 -0
- checkpoint-1060/rng_state.pth +3 -0
- checkpoint-1060/scheduler.pt +3 -0
- checkpoint-1060/trainer_state.json +372 -0
- checkpoint-1060/training_args.bin +3 -0
- config.json +39 -0
- model.safetensors +3 -0
- runs/Jan01_08-27-14_r-hsawa-autotrain-advanced-ra5z4ybp-efbd5-4g6re/events.out.tfevents.1735720036.r-hsawa-autotrain-advanced-ra5z4ybp-efbd5-4g6re.801.0 +2 -2
- runs/Jan01_08-27-14_r-hsawa-autotrain-advanced-ra5z4ybp-efbd5-4g6re/events.out.tfevents.1735729476.r-hsawa-autotrain-advanced-ra5z4ybp-efbd5-4g6re.801.1 +3 -0
- special_tokens_map.json +37 -0
- tokenizer.json +0 -0
- tokenizer_config.json +339 -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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base_model: aubmindlab/bert-base-arabertv2
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widget:
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- text: "I love AutoTrain"
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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: 0.4445495903491974
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f1_macro: 0.8967036038835181
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f1_micro: 0.8961284230406044
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f1_weighted: 0.8960866912274535
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precision_macro: 0.8968706288294279
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precision_micro: 0.8961284230406044
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precision_weighted: 0.8964207332830101
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recall_macro: 0.8969154948993658
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recall_micro: 0.8961284230406044
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recall_weighted: 0.8961284230406044
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accuracy: 0.8961284230406044
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checkpoint-1060/config.json
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{
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"_name_or_path": "aubmindlab/bert-base-arabertv2",
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"_num_labels": 4,
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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": "Hubaysh",
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"1": "Hunayn",
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"2": "Ishaq",
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"3": "Other"
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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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"Hubaysh": 0,
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"Hunayn": 1,
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"Ishaq": 2,
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"Other": 3
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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": "4.47.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 64000
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}
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checkpoint-1060/model.safetensors
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size 540809224
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checkpoint-1060/optimizer.pt
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checkpoint-1060/rng_state.pth
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checkpoint-1060/scheduler.pt
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checkpoint-1060/trainer_state.json
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
70 |
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|
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|
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|
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|
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|
77 |
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|
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|
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|
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|
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|
82 |
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|
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|
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|
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|
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|
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|
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|
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|
90 |
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|
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|
92 |
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|
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|
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|
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|
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|
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|
98 |
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|
100 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
114 |
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|
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|
116 |
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|
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|
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|
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|
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|
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|
122 |
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|
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|
124 |
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|
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|
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|
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|
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|
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|
130 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
146 |
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|
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|
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|
149 |
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|
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|
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|
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|
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|
154 |
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|
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|
156 |
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|
157 |
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|
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|
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|
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|
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|
162 |
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|
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|
164 |
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|
165 |
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|
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|
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|
168 |
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|
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|
170 |
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|
171 |
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|
172 |
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|
173 |
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|
174 |
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|
175 |
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|
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|
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|
178 |
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|
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|
180 |
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|
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|
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|
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|
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|
186 |
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|
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|
188 |
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|
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|
190 |
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|
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|
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|
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|
194 |
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|
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|
196 |
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|
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|
198 |
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|
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|
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|
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|
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|
204 |
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|
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|
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|
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|
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|
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|
210 |
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|
211 |
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|
212 |
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|
213 |
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|
214 |
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|
215 |
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|
216 |
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|
217 |
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|
218 |
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|
219 |
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|
220 |
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|
221 |
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|
222 |
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|
223 |
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|
224 |
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|
225 |
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|
226 |
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|
227 |
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|
228 |
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|
229 |
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|
230 |
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|
231 |
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|
232 |
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|
233 |
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|
234 |
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|
235 |
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|
236 |
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|
237 |
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|
238 |
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|
239 |
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|
240 |
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|
241 |
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|
242 |
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|
243 |
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|
244 |
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|
245 |
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|
246 |
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|
247 |
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|
248 |
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|
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|
250 |
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|
251 |
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|
252 |
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|
253 |
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|
254 |
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|
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|
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|
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|
258 |
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|
259 |
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|
260 |
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|
261 |
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|
262 |
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|
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|
264 |
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|
265 |
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|
266 |
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|
267 |
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|
268 |
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|
269 |
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|
270 |
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|
271 |
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|
272 |
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|
273 |
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|
274 |
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|
276 |
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277 |
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|
278 |
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|
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|
280 |
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|
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|
282 |
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|
283 |
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|
284 |
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|
285 |
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|
286 |
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|
287 |
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|
288 |
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|
289 |
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|
290 |
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|
291 |
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|
292 |
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|
293 |
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|
294 |
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|
295 |
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|
296 |
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|
297 |
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|
298 |
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|
299 |
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|
300 |
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|
301 |
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|
302 |
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|
303 |
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|
304 |
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|
305 |
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|
306 |
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|
307 |
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|
308 |
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|
309 |
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|
310 |
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|
311 |
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|
312 |
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|
313 |
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|
314 |
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|
315 |
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|
316 |
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|
317 |
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|
318 |
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|
319 |
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|
320 |
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|
321 |
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|
322 |
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|
323 |
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|
324 |
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|
325 |
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|
326 |
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|
327 |
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|
328 |
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|
329 |
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|
330 |
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|
331 |
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|
332 |
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|
333 |
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|
334 |
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|
335 |
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|
336 |
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|
337 |
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"tokenizer_class": "BertTokenizer",
|
338 |
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"unk_token": "[UNK]"
|
339 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7c89c10464237d93b31bff1dc6e45dde2e3fbc056ef80504aa271c257fa368c8
|
3 |
+
size 5432
|
training_params.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "20250101HunIshHubOther15wordsplit1300/autotrain-data",
|
3 |
+
"model": "aubmindlab/bert-base-arabertv2",
|
4 |
+
"lr": 5e-05,
|
5 |
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"epochs": 3,
|
6 |
+
"max_seq_length": 128,
|
7 |
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"batch_size": 8,
|
8 |
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"warmup_ratio": 0.1,
|
9 |
+
"gradient_accumulation": 1,
|
10 |
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"optimizer": "adamw_torch",
|
11 |
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"scheduler": "linear",
|
12 |
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"weight_decay": 0.0,
|
13 |
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"max_grad_norm": 1.0,
|
14 |
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"seed": 42,
|
15 |
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"train_split": "train",
|
16 |
+
"valid_split": "validation",
|
17 |
+
"text_column": "autotrain_text",
|
18 |
+
"target_column": "autotrain_label",
|
19 |
+
"logging_steps": -1,
|
20 |
+
"project_name": "20250101HunIshHubOther15wordsplit1300",
|
21 |
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"auto_find_batch_size": false,
|
22 |
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"mixed_precision": "fp16",
|
23 |
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"save_total_limit": 1,
|
24 |
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"push_to_hub": true,
|
25 |
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"eval_strategy": "epoch",
|
26 |
+
"username": "Hsawa",
|
27 |
+
"log": "tensorboard",
|
28 |
+
"early_stopping_patience": 5,
|
29 |
+
"early_stopping_threshold": 0.01
|
30 |
+
}
|
vocab.txt
ADDED
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|
|