Upload 7 files
Browse files- config.json +56 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +90 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "answerdotai/ModernBERT-base",
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"architectures": [
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"ModernBertForSequenceClassification"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 50281,
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"classifier_activation": "gelu",
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"classifier_bias": false,
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"classifier_dropout": 0.0,
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"classifier_pooling": "mean",
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"cls_token_id": 50281,
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"decoder_bias": true,
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"deterministic_flash_attn": false,
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"embedding_dropout": 0.0,
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"eos_token_id": 50282,
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"global_attn_every_n_layers": 3,
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"global_rope_theta": 160000.0,
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"gradient_checkpointing": false,
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"hidden_activation": "gelu",
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"hidden_size": 768,
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"id2label": {
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"0": 0,
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"1": 1
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},
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"initializer_cutoff_factor": 2.0,
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"initializer_range": 0.02,
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"intermediate_size": 1152,
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"label2id": {
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"0": 0,
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"1": 1
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},
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"layer_norm_eps": 1e-05,
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"local_attention": 128,
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"local_rope_theta": 10000.0,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"mlp_dropout": 0.0,
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"model_type": "modernbert",
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"norm_bias": false,
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"norm_eps": 1e-05,
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"num_attention_heads": 12,
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"num_hidden_layers": 22,
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"pad_token_id": 50283,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"reference_compile": true,
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"repad_logits_with_grad": false,
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"sep_token_id": 50282,
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"sparse_pred_ignore_index": -100,
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"sparse_prediction": false,
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"torch_dtype": "float32",
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"transformers_version": "4.49.0.dev0",
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"vocab_size": 50368
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f0f3c4a993a40aa745256d56db700f154c58d950be4b3b94e7d98f033a0abd9e
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size 598439784
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:68304984f4258d32275272e9c2b29c0bd5336ba098a0bf188e9f6c8fd1f4e946
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size 1196969338
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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:c062f7f375beded48b5337f5a3f3a5cb38807fa3e85dbf3e294c0ab6b627bfc2
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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 sha256:711985e623e1e9b901080083d36abd785c0b3beca6120d17049206bea4fca8b3
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size 1064
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trainer_state.json
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{
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"best_metric": 0.9577080491132333,
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"best_model_checkpoint": "/content/drive/MyDrive/mbert/2025_02_02/t1/checkpoint-2418",
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"epoch": 3.0,
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"eval_steps": 500,
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"global_step": 2418,
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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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"grad_norm": 7.461277961730957,
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"learning_rate": 4.2159929973664246e-05,
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"loss": 0.0875,
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"step": 806
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9399813895781638,
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"eval_f1": 0.9364009860312243,
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"eval_loss": 0.27949896454811096,
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"eval_precision": 0.9041574103459219,
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"eval_recall": 0.9710293115201091,
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"eval_runtime": 34.1792,
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"eval_samples_per_second": 188.653,
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"eval_steps_per_second": 5.91,
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"step": 806
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},
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{
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"epoch": 2.0,
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"grad_norm": 0.5872113108634949,
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"learning_rate": 1.5100460852686277e-05,
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9561104218362283,
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"eval_f1": 0.9519769217715934,
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"eval_loss": 0.19011780619621277,
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"eval_precision": 0.9479553903345725,
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"eval_recall": 0.9560327198364008,
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"eval_runtime": 34.1574,
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"eval_samples_per_second": 188.773,
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"step": 1612
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},
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{
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"epoch": 3.0,
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},
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{
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"epoch": 3.0,
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"eval_precision": 0.9583617747440273,
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"step": 2418
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}
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],
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"logging_steps": 500,
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"max_steps": 2418,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 3,
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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": 5.272477999836365e+16,
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"train_batch_size": 32,
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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 sha256:668221a0701f82000c8c3f5106f829163fe5fc51df6629ad9158152d41c24ea8
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size 5368
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