Upload 7 files
Browse files- config.json +26 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +91 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "/home/ivamarinova/bg-news-bert/",
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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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"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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"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": "4.22.0.dev0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30001
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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 sha256:993b9cf72dad14dc5045d358035d3852573270e6374e90370368c1078d18f0c7
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size 872785693
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:5b6cefcae1006d177246e3469c115be6bc4bcbdbdeecb4f74d3450a147e7351a
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size 436405613
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1547f55650dd63c4662e18dc52734c102f0d028ec91e87eda18614015b220744
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size 15523
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fbcc93d01a13e0c646f5fc8cae7e952c1acffd792acf63d73fd139e87ef49824
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size 623
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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": 5.0,
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"global_step": 2500,
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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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"learning_rate": 4e-05,
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"loss": 0.2585,
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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_accuracy": 0.9453883495145631,
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"eval_loss": 0.15823796391487122,
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"eval_runtime": 7.4369,
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"eval_samples_per_second": 110.799,
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"eval_steps_per_second": 6.992,
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"step": 500
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},
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{
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"epoch": 2.0,
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"learning_rate": 3e-05,
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"loss": 0.1304,
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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_accuracy": 0.9550970873786407,
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"eval_loss": 0.13580937683582306,
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"eval_runtime": 7.422,
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"eval_samples_per_second": 111.021,
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"eval_steps_per_second": 7.006,
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"step": 1000
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},
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{
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"epoch": 3.0,
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"learning_rate": 2e-05,
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"loss": 0.0571,
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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_accuracy": 0.9526699029126213,
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"eval_loss": 0.2397720217704773,
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"eval_runtime": 7.3747,
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"eval_samples_per_second": 111.733,
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"eval_steps_per_second": 7.051,
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"step": 1500
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},
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{
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"epoch": 4.0,
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"learning_rate": 1e-05,
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"loss": 0.0261,
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"step": 2000
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},
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{
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"epoch": 4.0,
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"eval_accuracy": 0.9757281553398058,
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"eval_loss": 0.10911418497562408,
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"eval_runtime": 7.4257,
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"step": 2000
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},
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{
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"epoch": 5.0,
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"learning_rate": 0.0,
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"loss": 0.008,
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"step": 2500
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},
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9684466019417476,
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"step": 2500
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}
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],
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"max_steps": 2500,
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"num_train_epochs": 5,
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"total_flos": 1.05244422144e+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:e1157799575a37dbb70a6406c3cda0e47c63629b478cddb7ba4b06edc9ec520b
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size 3375
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