Upload 7 files
Browse files- config.json +32 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +76 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "ai-forever/ruBert-base",
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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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"directionality": "bidi",
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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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"torch_dtype": "float32",
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"transformers_version": "4.28.0.dev0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 120138
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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:bbe41da2c7f4cc0dc67a4511eeacc5e493f4692d8e63bbab6418279b0ad19c01
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size 1426588805
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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:a1d5a585a985700a83c3c850a906fb45ce314675053bdbb1ae39cfb079802ff6
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size 713308277
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:8419c6384b0b8bf91d01e6e4f62be4fd739c574344fe6c4ded3d7d3471aec007
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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:bf4b81fe32141f993f7f5c11f940cbcd4f08bd2d0756b163a91297f68b57accf
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size 627
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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": 2.8,
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"global_step": 3500,
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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": 0.4,
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"learning_rate": 4.3333333333333334e-05,
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"loss": 0.3606,
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"step": 500
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},
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{
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"epoch": 0.8,
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"learning_rate": 3.6666666666666666e-05,
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"loss": 0.3321,
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"step": 1000
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.952165041940603,
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"eval_loss": 0.16715562343597412,
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"eval_runtime": 88.6537,
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"eval_samples_per_second": 49.755,
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"eval_steps_per_second": 6.226,
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"step": 1250
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},
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{
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"epoch": 1.2,
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"learning_rate": 3e-05,
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"loss": 0.2649,
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"step": 1500
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},
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{
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"epoch": 1.6,
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"learning_rate": 2.3333333333333336e-05,
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"loss": 0.2106,
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"step": 2000
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},
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{
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"epoch": 2.0,
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"learning_rate": 1.6666666666666667e-05,
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"loss": 0.2123,
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"step": 2500
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9489911584674677,
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"eval_loss": 0.19470451772212982,
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"eval_runtime": 89.3594,
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"eval_samples_per_second": 49.362,
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"eval_steps_per_second": 6.177,
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"step": 2500
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},
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{
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"epoch": 2.4,
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"learning_rate": 1e-05,
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"loss": 0.1432,
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"step": 3000
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},
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{
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"epoch": 2.8,
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"learning_rate": 3.3333333333333333e-06,
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"loss": 0.1286,
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"step": 3500
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}
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],
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"max_steps": 3750,
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"num_train_epochs": 3,
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"total_flos": 7367109550080000.0,
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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 sha256:2465880d098cc35e0b2595248610b4c10aba75a2d5db5c5b17bb034f538bfdea
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size 3643
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