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Browse files- all_runs/checkpoint-643/config.json +78 -0
- all_runs/checkpoint-643/model.safetensors +3 -0
- all_runs/checkpoint-643/optimizer.pt +3 -0
- all_runs/checkpoint-643/rng_state.pth +3 -0
- all_runs/checkpoint-643/scheduler.pt +3 -0
- all_runs/checkpoint-643/special_tokens_map.json +19 -0
- all_runs/checkpoint-643/spiece.model +3 -0
- all_runs/checkpoint-643/tokenizer_config.json +94 -0
- all_runs/checkpoint-643/trainer_state.json +47 -0
- all_runs/checkpoint-643/training_args.bin +3 -0
all_runs/checkpoint-643/config.json
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{
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"_name_or_path": "xlnet/xlnet-base-cased",
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"architectures": [
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"XLNetForSequenceClassification"
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],
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"attn_type": "bi",
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"bi_data": false,
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"bos_token_id": 1,
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"clamp_len": -1,
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"d_head": 64,
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"d_inner": 3072,
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"d_model": 768,
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"dropout": 0.1,
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"end_n_top": 5,
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"eos_token_id": 2,
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"ff_activation": "gelu",
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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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"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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"layer_norm_eps": 1e-12,
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"mem_len": null,
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"model_type": "xlnet",
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"n_head": 12,
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"n_layer": 12,
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"pad_token_id": 5,
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"problem_type": "single_label_classification",
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"reuse_len": null,
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"same_length": false,
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"start_n_top": 5,
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"summary_activation": "tanh",
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"summary_last_dropout": 0.1,
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"summary_type": "last",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 250
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"untie_r": true,
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"use_mems_eval": true,
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"use_mems_train": false,
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"vocab_size": 32000
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}
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all_runs/checkpoint-643/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 469304588
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all_runs/checkpoint-643/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 938733178
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all_runs/checkpoint-643/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14244
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all_runs/checkpoint-643/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 1064
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all_runs/checkpoint-643/special_tokens_map.json
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{
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"additional_special_tokens": [
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"<eop>",
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"<eod>"
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],
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"bos_token": "<s>",
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"cls_token": "<cls>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<pad>",
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"sep_token": "<sep>",
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"unk_token": "<unk>"
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}
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all_runs/checkpoint-643/spiece.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:1f8c1c0bc2854d1af911a8550288c1258af5ba50277f3a5c829b98eb86fc5646
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size 798011
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all_runs/checkpoint-643/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"special": true
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"special": true
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"special": true
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"content": "<cls>",
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"4": {
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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"5": {
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"6": {
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},
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},
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"8": {
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"lstrip": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"additional_special_tokens": [
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"<eop>",
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"<eod>"
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],
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<cls>",
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"do_lower_case": false,
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"eos_token": "</s>",
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"keep_accents": false,
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"mask_token": "<mask>",
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"remove_space": true,
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"sep_token": "<sep>",
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"sp_model_kwargs": {},
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"tokenizer_class": "XLNetTokenizer",
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"unk_token": "<unk>"
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}
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all_runs/checkpoint-643/trainer_state.json
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{
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"best_metric": 0.4818756771742453,
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"best_model_checkpoint": "xlnet-base-cased/checkpoint-643",
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"epoch": 1.0,
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"eval_steps": 500,
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"global_step": 643,
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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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"learning_rate": 4.871695178849145e-05,
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"loss": 1.2613,
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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": 0.7676219984508134,
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"eval_f1_weighted": 0.7524385212708887,
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"eval_loss": 0.775787353515625,
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"eval_macro_fpr": 0.022019799606126652,
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"eval_macro_sensitivity": 0.5128622254580788,
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"eval_macro_specificity": 0.9823717840367622,
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"eval_precision": 0.7672637518290021,
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"eval_precision_macro": 0.5269420024270713,
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"eval_recall": 0.7676219984508134,
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"eval_recall_macro": 0.5128622254580788,
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"eval_runtime": 65.0712,
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"eval_samples_per_second": 19.84,
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"eval_steps_per_second": 2.49,
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"eval_weighted_fpr": 0.021165514321998025,
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"eval_weighted_sensitivity": 0.7676219984508134,
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"eval_weighted_specificity": 0.9679547621006213,
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"step": 643
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}
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],
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"logging_steps": 500,
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"max_steps": 19290,
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"num_train_epochs": 30,
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"save_steps": 500,
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"total_flos": 1463872668346368.0,
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"trial_name": null,
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"trial_params": null
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}
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all_runs/checkpoint-643/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:ec20e9f8adfcfee3337ee75e60d11aa0228a2bd24494baa212e8cd20722381d4
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size 4600
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