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Browse files- training_checkpoints/checkpoint-1286/config.json +63 -0
- training_checkpoints/checkpoint-1286/model.safetensors +3 -0
- training_checkpoints/checkpoint-1286/optimizer.pt +3 -0
- training_checkpoints/checkpoint-1286/rng_state.pth +3 -0
- training_checkpoints/checkpoint-1286/scheduler.pt +3 -0
- training_checkpoints/checkpoint-1286/trainer_state.json +79 -0
- training_checkpoints/checkpoint-1286/training_args.bin +3 -0
training_checkpoints/checkpoint-1286/config.json
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{
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"_name_or_path": "openaccess-ai-collective/tiny-mistral",
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"architectures": [
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"MistralForSequenceClassification"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"dropout_p": 0.1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 512,
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"id2label": {
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"0": "Issue",
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"1": "Court Discourse",
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"2": "Conclusion",
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"3": "Precedent Analysis",
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"4": "Section Analysis",
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"5": "Argument by Petitioner",
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"6": "Fact",
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"7": "Argument by Respondent",
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"8": "Ratio",
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"9": "Appellant",
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"10": "Respondent",
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"11": "Argument by Appellant",
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"12": "Petitioner",
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"13": "Judge",
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"14": "Argument by Defendant"
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},
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"label2id": {
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"Appellant": 9,
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"Argument by Appellant": 11,
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"Argument by Defendant": 14,
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"Argument by Petitioner": 5,
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"Argument by Respondent": 7,
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"Conclusion": 2,
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"Court Discourse": 1,
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"Fact": 6,
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"Issue": 0,
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"Judge": 13,
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"Petitioner": 12,
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"Precedent Analysis": 3,
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"Ratio": 8,
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"Respondent": 10,
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"Section Analysis": 4
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},
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"max_position_embeddings": 32768,
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"model_type": "mistral",
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"num_attention_heads": 16,
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"num_hidden_layers": 8,
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"num_key_value_heads": 4,
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"pad_token_id": 32000,
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"problem_type": "single_label_classification",
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"rms_norm_eps": 1e-05,
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"rope_theta": 10000.0,
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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"use_cache": true,
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"vocab_size": 32001
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}
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training_checkpoints/checkpoint-1286/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:835bfa9ff4cee5b25c935a44074ec0287869318d2549a142605076167864f512
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size 791226496
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training_checkpoints/checkpoint-1286/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4a430152a2cd1918af72131a09877fef7ce018c3ce743214381d492021e6a341
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size 1582499834
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training_checkpoints/checkpoint-1286/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:ee3528bf0ace792176d57cac1ea8e325db1e81a8856e3e8a6e53688b51f9516e
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size 14244
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training_checkpoints/checkpoint-1286/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c200f35d245cd1cf6f6f5edc3389bf94c0df0f938c571d6fced87d16aec889eb
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size 1064
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training_checkpoints/checkpoint-1286/trainer_state.json
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{
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"best_metric": 0.5473679856051097,
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"best_model_checkpoint": "tiny-mistral/checkpoint-1286",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 1286,
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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": 0.78,
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"grad_norm": 13.069233894348145,
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"learning_rate": 4.7413167444271646e-05,
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"loss": 1.4479,
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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": 0.6498838109992254,
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"eval_f1_macro": 0.45467871431664447,
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"eval_f1_micro": 0.6498838109992254,
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"eval_f1_weighted": 0.6214028764904677,
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"eval_loss": 1.118202805519104,
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"eval_macro_fpr": 0.039027492204575735,
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"eval_macro_sensitivity": 0.4743680961365506,
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"eval_macro_specificity": 0.9731278674075015,
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"eval_precision": 0.6258370043663808,
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"eval_precision_macro": 0.4712458606651466,
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"eval_recall": 0.6498838109992254,
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"eval_recall_macro": 0.4743680961365506,
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"eval_runtime": 52.8829,
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"eval_samples_per_second": 24.412,
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"eval_steps_per_second": 3.063,
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"eval_weighted_fpr": 0.03705525495982948,
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"eval_weighted_sensitivity": 0.6498838109992254,
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"eval_weighted_specificity": 0.9470342001132973,
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"step": 643
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},
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{
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"epoch": 1.56,
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"grad_norm": 42.20966720581055,
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"learning_rate": 4.482115085536548e-05,
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"loss": 0.8133,
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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": 0.6986831913245546,
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"eval_f1_macro": 0.5473679856051097,
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"eval_f1_micro": 0.6986831913245546,
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"eval_f1_weighted": 0.6969580552726153,
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"eval_loss": 1.0854355096817017,
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"eval_macro_fpr": 0.030488809177152586,
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"eval_macro_sensitivity": 0.552765390116517,
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"eval_macro_specificity": 0.9773020581125585,
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"eval_precision": 0.7196764053623382,
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"eval_precision_macro": 0.5876945028566362,
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| 59 |
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"eval_recall": 0.6986831913245546,
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| 60 |
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"eval_recall_macro": 0.552765390116517,
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"eval_runtime": 93.8123,
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| 62 |
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"eval_samples_per_second": 13.762,
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| 63 |
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"eval_steps_per_second": 1.727,
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"eval_weighted_fpr": 0.029883997848966736,
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"eval_weighted_sensitivity": 0.6986831913245546,
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"eval_weighted_specificity": 0.9608476803638234,
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| 67 |
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"step": 1286
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| 68 |
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}
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| 69 |
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],
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| 70 |
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"logging_steps": 500,
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| 71 |
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"max_steps": 9645,
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| 72 |
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"num_input_tokens_seen": 0,
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| 73 |
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"num_train_epochs": 15,
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| 74 |
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"save_steps": 500,
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| 75 |
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"total_flos": 5727044348411904.0,
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| 76 |
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"train_batch_size": 8,
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| 77 |
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"trial_name": null,
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"trial_params": null
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}
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training_checkpoints/checkpoint-1286/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:ae13135576265f1180bcf8daa3dbfb279a0746197d617e38954842ee54fec7e1
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size 4920
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