Amr Keleg
commited on
Commit
•
352f459
1
Parent(s):
a24f6e6
Track the model's files
Browse files- config.json +72 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- trainer_state.json +58 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "UBC-NLP/MARBERT",
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"architectures": [
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"CustomBertForSequenceClassification"
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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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"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": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6",
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"7": "LABEL_7",
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"8": "LABEL_8",
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"9": "LABEL_9",
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"10": "LABEL_10",
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"11": "LABEL_11",
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"12": "LABEL_12",
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"13": "LABEL_13",
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"14": "LABEL_14",
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"15": "LABEL_15",
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"16": "LABEL_16",
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"17": "LABEL_17"
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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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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_10": 10,
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"LABEL_11": 11,
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"LABEL_12": 12,
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"LABEL_13": 13,
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"LABEL_14": 14,
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"LABEL_15": 15,
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"LABEL_16": 16,
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"LABEL_17": 17,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4,
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"LABEL_5": 5,
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"LABEL_6": 6,
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"LABEL_7": 7,
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"LABEL_8": 8,
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"LABEL_9": 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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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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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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"torch_dtype": "float32",
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"transformers_version": "4.31.0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 100000
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:761f633a0302b31bd7d13ec3751a886f2b77890bb5a57e37c1fab5b1cb2ec13f
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size 1302959429
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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:c3989e47242497fe72ed4d7d4eb3e4e844748ffa0503f55aaec70c641ad29142
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size 651489137
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:48da22cc15fdfee75f9603ad88fee44d89afeb069a4d2ac2b8c88eeb682b3093
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size 14575
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:baa988053a6c5e04bc00463df8c22cd4c1df63ae90765804239310631a7df05c
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size 627
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special_tokens_map.json
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{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
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tokenizer.json
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tokenizer_config.json
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{"do_lower_case": true, "do_basic_tokenize": true, "never_split": null, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "/project/6007993/elmadany/Models/MARBERT_17M/pytorch_verison/"}
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trainer_state.json
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{
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"best_metric": 2.2883481979370117,
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"best_model_checkpoint": "models/basic_NADI2023/checkpoint-1689",
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"epoch": 3.0,
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"global_step": 1689,
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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": 0.89,
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"learning_rate": 3.5198342214328006e-05,
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"loss": 2.425,
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"step": 500
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},
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{
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"epoch": 1.0,
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"eval_NADI2023_dev_loss": 2.349003314971924,
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"eval_NADI2023_dev_runtime": 3.2106,
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"eval_NADI2023_dev_samples_per_second": 560.648,
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"eval_NADI2023_dev_steps_per_second": 70.081,
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"step": 563
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},
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{
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"epoch": 1.78,
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"learning_rate": 2.039668442865601e-05,
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"loss": 2.2599,
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"step": 1000
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},
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{
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"epoch": 2.0,
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"eval_NADI2023_dev_loss": 2.310096502304077,
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"eval_NADI2023_dev_runtime": 3.2198,
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"eval_NADI2023_dev_samples_per_second": 559.041,
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"eval_NADI2023_dev_steps_per_second": 69.88,
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"step": 1126
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},
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{
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"epoch": 2.66,
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"learning_rate": 5.595026642984015e-06,
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"loss": 2.1854,
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"step": 1500
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},
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{
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"epoch": 3.0,
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"eval_NADI2023_dev_loss": 2.2883481979370117,
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"eval_NADI2023_dev_runtime": 3.2189,
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"eval_NADI2023_dev_samples_per_second": 559.191,
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"eval_NADI2023_dev_steps_per_second": 69.899,
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"step": 1689
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}
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],
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"max_steps": 1689,
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"num_train_epochs": 3,
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"total_flos": 2275826410512000.0,
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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 sha256:7c8ee8eb527f8e50690e8f36729b9ebbabc25849d3854b447a40efbe2f77f24a
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size 4027
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vocab.txt
ADDED
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