Harish Tayyar Madabushi commited on
Commit ·
2178d2e
1
Parent(s): eecaa82
added model
Browse files- config.json +31 -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 +86 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"_name_or_path": "bert-base-multilingual-cased",
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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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"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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"initializer_range": 0.02,
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"intermediate_size": 3072,
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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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"problem_type": "single_label_classification",
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"transformers_version": "4.7.0.dev0",
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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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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0c259ccd83859fcee1bdc31053656156a8ee2d140b1912e772df92ee26d35015
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size 1422961979
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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:bdddfc45dd7cebdbbaa46d2684846a8b481e8f675be475e3bad6f3357f6f41a2
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size 711507294
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a64cfaf6fb53d9f4b2303ff8ef2e61e56806dba25dcf36ebc668de22c442614
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size 14646
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a56402f19f5b0e977c32c8fde49dbf17268d9ac8f1705c8694805e530de8095
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size 623
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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": false, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "bert-base-multilingual-cased"}
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trainer_state.json
ADDED
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{
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"best_metric": 0.6961807093052775,
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"best_model_checkpoint": "OUTPUT/bert-base-multilingual-cased/FalseTrue-0/1/checkpoint-259",
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"epoch": 7.0,
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"global_step": 259,
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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": 1.0,
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"eval_accuracy": 0.6739926934242249,
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"eval_f1": 0.6497000267492071,
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"eval_loss": 0.7328909635543823,
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"eval_runtime": 0.8296,
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"eval_samples_per_second": 329.057,
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"eval_steps_per_second": 42.187,
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"step": 37
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.6556776762008667,
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"eval_f1": 0.6136253516088647,
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"eval_loss": 1.3869595527648926,
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"eval_runtime": 0.8297,
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"eval_samples_per_second": 329.048,
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"eval_steps_per_second": 42.186,
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"step": 74
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.6739926934242249,
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"eval_f1": 0.6567661423596487,
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"eval_loss": 1.3877439498901367,
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"eval_runtime": 0.8294,
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"eval_samples_per_second": 329.156,
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"eval_steps_per_second": 42.199,
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"step": 111
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.6703296899795532,
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"eval_f1": 0.6620879120879122,
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"eval_loss": 1.5405205488204956,
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"eval_runtime": 0.8255,
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"eval_samples_per_second": 330.712,
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"eval_steps_per_second": 42.399,
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"step": 148
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},
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{
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"epoch": 5.0,
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"eval_accuracy": 0.6996337175369263,
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"eval_f1": 0.680666672762239,
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"eval_loss": 1.6668964624404907,
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"eval_runtime": 0.8301,
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"eval_samples_per_second": 328.874,
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"eval_steps_per_second": 42.163,
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"step": 185
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},
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{
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"epoch": 6.0,
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"eval_accuracy": 0.6959707140922546,
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"eval_f1": 0.683264100001968,
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"eval_loss": 1.7306524515151978,
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"eval_runtime": 0.829,
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"eval_samples_per_second": 329.311,
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"eval_steps_per_second": 42.219,
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"step": 222
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},
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{
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"epoch": 7.0,
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"eval_accuracy": 0.7069597244262695,
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"eval_f1": 0.6961807093052775,
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"eval_loss": 1.8631714582443237,
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"eval_runtime": 0.8263,
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"eval_samples_per_second": 330.372,
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"eval_steps_per_second": 42.355,
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"step": 259
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}
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],
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"max_steps": 333,
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"num_train_epochs": 9,
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"total_flos": 1112956693051392.0,
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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
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:439bc5b94913b25d977dd272c545c8daa9ef0c9286ce1b45060b613bf8e9a494
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size 2479
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vocab.txt
ADDED
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The diff for this file is too large to render.
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