Upload 6 files
Browse files- config.json +28 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +52 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "distilroberta-base",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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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-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 6,
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"pad_token_id": 1,
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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": "4.30.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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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 sha256:4d8edf96dba7803f86313508b0258092a2e90755c9ac1b501d8e5d3a20e1eac7
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size 328519925
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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:c147dfd5ccb494fc5368ad502d0a57b117bc94e6ff44eff54a852c125e47bab5
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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 sha256:64956a5fe71c1a518061f8bffa719352096df626499928b5ab5ba28eb5527ed8
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size 627
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trainer_state.json
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{
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"best_metric": 0.9789915966386554,
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"best_model_checkpoint": "/mnt/data02/luca_newswire/wire_classifier/trained_models/wire/2024-05-29_23-47-53/checkpoint-150",
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"epoch": 6.521739130434782,
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"global_step": 150,
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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": 2.17,
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"eval_accuracy": 0.7023809523809523,
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"eval_f1": 0.8251748251748251,
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"eval_loss": 0.542344331741333,
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"eval_precision": 0.7023809523809523,
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"eval_recall": 1.0,
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"eval_runtime": 1.9215,
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"eval_samples_per_second": 174.867,
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"eval_steps_per_second": 3.123,
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"step": 50
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},
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{
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"epoch": 4.35,
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"eval_accuracy": 0.8988095238095238,
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"eval_f1": 0.9317269076305221,
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"eval_loss": 0.3049139976501465,
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"eval_precision": 0.8854961832061069,
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"eval_recall": 0.9830508474576272,
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"eval_runtime": 1.6739,
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"eval_samples_per_second": 200.728,
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"eval_steps_per_second": 3.584,
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"step": 100
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},
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{
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"epoch": 6.52,
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"eval_accuracy": 0.9702380952380952,
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"eval_f1": 0.9789915966386554,
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"eval_loss": 0.11797040700912476,
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"eval_precision": 0.9708333333333333,
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"eval_recall": 0.9872881355932204,
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"eval_runtime": 1.6614,
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"eval_samples_per_second": 202.241,
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"eval_steps_per_second": 3.611,
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"step": 150
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}
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],
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"max_steps": 460,
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"num_train_epochs": 20,
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"total_flos": 1261354570002432.0,
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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 sha256:7658120cc6dec537d9809085edeb6bdc99a9291e4e186825d178678bc2e8d781
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size 4027
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