Uploading model
Browse files- config.json +54 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +7 -0
- tokenizer_config.json +17 -0
- trainer_state.json +70 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "/scratch/ba63/BERT_models/bert-base-arabic-camelbert-msa",
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"architectures": [
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"BertForTokenClassificationSingleLabel"
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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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"gradient_checkpointing": false,
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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": "DELETE",
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"1": "MERGE-B",
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"2": "MERGE-I",
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"3": "REPLACE_M",
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"4": "REPLACE_M+REPLACE_O",
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"5": "REPLACE_O",
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"6": "REPLACE_O+REPLACE_X",
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"7": "REPLACE_P",
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"8": "REPLACE_S",
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"9": "REPLACE_X",
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"10": "SPLIT",
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"11": "UC"
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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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"DELETE": 0,
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"MERGE-B": 1,
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"MERGE-I": 2,
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"REPLACE_M": 3,
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"REPLACE_M+REPLACE_O": 4,
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"REPLACE_O": 5,
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"REPLACE_O+REPLACE_X": 6,
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"REPLACE_P": 7,
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"REPLACE_S": 8,
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"REPLACE_X": 9,
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"SPLIT": 10,
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"UC": 11
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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": "4.22.2",
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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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:fd1b45128bea890a56046fd27d9d3e4874b1ddae64c78ec05fb855617d9d1d72
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size 434070321
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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_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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"full_tokenizer_file": null,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"name_or_path": "/scratch/ba63/BERT_models/bert-base-arabic-camelbert-msa",
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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": null,
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"best_model_checkpoint": null,
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"epoch": 7.246376811594203,
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"global_step": 4500,
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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": 0.81,
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"learning_rate": 4.597423510466989e-05,
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"loss": 0.2451,
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"step": 500
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},
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{
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"epoch": 1.61,
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"learning_rate": 4.194847020933977e-05,
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"loss": 0.1689,
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"step": 1000
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},
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{
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"epoch": 2.42,
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"learning_rate": 3.7922705314009665e-05,
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"loss": 0.1414,
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"step": 1500
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},
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{
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"epoch": 3.22,
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"learning_rate": 3.389694041867955e-05,
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"loss": 0.1189,
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"step": 2000
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},
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{
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"epoch": 4.03,
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"learning_rate": 2.9871175523349438e-05,
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"loss": 0.0985,
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"step": 2500
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},
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{
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"epoch": 4.83,
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"learning_rate": 2.5845410628019323e-05,
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"loss": 0.0748,
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"step": 3000
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},
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{
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"epoch": 5.64,
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"learning_rate": 2.1819645732689212e-05,
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"loss": 0.0597,
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"step": 3500
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},
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{
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"epoch": 6.44,
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"learning_rate": 1.77938808373591e-05,
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"loss": 0.0492,
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"step": 4000
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},
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{
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"epoch": 7.25,
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"learning_rate": 1.3768115942028985e-05,
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"loss": 0.0405,
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"step": 4500
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}
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],
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"max_steps": 6210,
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"num_train_epochs": 10,
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"total_flos": 1.1638379847364272e+16,
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"trial_name": null,
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"trial_params": null
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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 sha256:7f1eed92dcb7bd80c598326878cb384bf0a109bb94ecbcabc6422d1450fb342b
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size 3439
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vocab.txt
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