Upload 7 files
Browse files- config.json +31 -0
- model-002.safetensors +3 -0
- optimizer-001.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +70 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "facebook/esm2_t33_650M_UR50D",
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"architectures": [
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"EsmForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"classifier_dropout": null,
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"emb_layer_norm_before": false,
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"esmfold_config": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 1280,
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"initializer_range": 0.02,
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"intermediate_size": 5120,
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"is_folding_model": false,
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"layer_norm_eps": 1e-05,
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"mask_token_id": 32,
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"max_position_embeddings": 1026,
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"model_type": "esm",
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"num_attention_heads": 20,
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"num_hidden_layers": 33,
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"pad_token_id": 1,
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"position_embedding_type": "rotary",
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"problem_type": "single_label_classification",
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"token_dropout": true,
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"torch_dtype": "float32",
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"transformers_version": "4.41.0",
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"use_cache": true,
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"vocab_list": null,
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"vocab_size": 33
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}
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model-002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c53170be15082533a2527448b42c0657e1ff145456a318a1426c0143ca44bdf1
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size 2609497900
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optimizer-001.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:74e4c22ad9ceb679ed2206d46773a1687155eeefb050fc4a4ace19740330bfeb
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size 5208795055
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1ff264f99d31b522cc7e2a4eac9d38606d0c58a34c0adc74d71e0ca8b371dc36
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size 14244
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfb1e1a22acdb775b607e7afac32daec09267d6abee5854df0a11c80153a957a
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size 1064
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trainer_state.json
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{
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"best_metric": 0.026966171339154243,
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"best_model_checkpoint": "./drive/MyDrive/Models/LazDEF_ft/checkpoint-2441",
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"epoch": 0.999795207864018,
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"eval_steps": 500,
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"global_step": 2441,
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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": 0.2047921359819783,
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"grad_norm": 0.16108621656894684,
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"learning_rate": 0.00015903318312167147,
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"loss": 0.0885,
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"step": 500
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},
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{
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"epoch": 0.4095842719639566,
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"grad_norm": 0.1404304951429367,
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"learning_rate": 0.00011806636624334291,
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"loss": 0.0421,
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"step": 1000
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},
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{
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"epoch": 0.6143764079459348,
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"grad_norm": 0.14799199998378754,
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"learning_rate": 7.709954936501435e-05,
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"loss": 0.0345,
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"step": 1500
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},
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{
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"epoch": 0.8191685439279132,
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"grad_norm": 0.10327447205781937,
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"learning_rate": 3.613273248668579e-05,
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"loss": 0.0316,
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"step": 2000
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},
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{
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"epoch": 0.999795207864018,
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"eval_accuracy": 0.99196,
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"eval_loss": 0.026966171339154243,
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"eval_runtime": 50.0411,
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"eval_samples_per_second": 999.178,
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"eval_steps_per_second": 3.917,
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"step": 2441
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}
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],
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"logging_steps": 500,
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"max_steps": 2441,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 1,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": true
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},
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"attributes": {}
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}
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},
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"total_flos": 7.322542384909824e+16,
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"train_batch_size": 256,
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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:ae012bc9f5b58dd0df54103d1ee5ecb212fc45ff47861e6a848167fa51299aea
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size 5112
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