Update two-step negation detector
Browse files- config.json +25 -0
- cue_checkpoint/checkpoint-432/config.json +25 -0
- cue_checkpoint/checkpoint-432/model.safetensors +3 -0
- cue_checkpoint/checkpoint-432/optimizer.pt +3 -0
- cue_checkpoint/checkpoint-432/rng_state.pth +3 -0
- cue_checkpoint/checkpoint-432/scheduler.pt +3 -0
- cue_checkpoint/checkpoint-432/special_tokens_map.json +7 -0
- cue_checkpoint/checkpoint-432/tokenizer.json +0 -0
- cue_checkpoint/checkpoint-432/tokenizer_config.json +58 -0
- cue_checkpoint/checkpoint-432/trainer_state.json +76 -0
- cue_checkpoint/checkpoint-432/training_args.bin +3 -0
- cue_checkpoint/checkpoint-432/vocab.txt +0 -0
- cue_checkpoint/config.json +25 -0
- cue_checkpoint/model.safetensors +3 -0
- cue_checkpoint/special_tokens_map.json +7 -0
- cue_checkpoint/tokenizer.json +0 -0
- cue_checkpoint/tokenizer_config.json +58 -0
- cue_checkpoint/training_args.bin +3 -0
- cue_checkpoint/vocab.txt +0 -0
- cue_label2id.json +1 -0
- model.safetensors +3 -0
- scope_checkpoint/checkpoint-232/config.json +25 -0
- scope_checkpoint/checkpoint-232/model.safetensors +3 -0
- scope_checkpoint/checkpoint-232/optimizer.pt +3 -0
- scope_checkpoint/checkpoint-232/rng_state.pth +3 -0
- scope_checkpoint/checkpoint-232/scheduler.pt +3 -0
- scope_checkpoint/checkpoint-232/special_tokens_map.json +7 -0
- scope_checkpoint/checkpoint-232/tokenizer.json +0 -0
- scope_checkpoint/checkpoint-232/tokenizer_config.json +58 -0
- scope_checkpoint/checkpoint-232/trainer_state.json +57 -0
- scope_checkpoint/checkpoint-232/training_args.bin +3 -0
- scope_checkpoint/checkpoint-232/vocab.txt +0 -0
- special_tokens_map.json +7 -0
- test_eval_results_20251117_190113.txt +27 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
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{
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"architectures": [
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"NegationDetectorModel"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"cue_num_labels": 3,
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"dtype": "float32",
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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-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"transformers_version": "4.56.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 28895
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}
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cue_checkpoint/checkpoint-432/config.json
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{
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"architectures": [
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"NegationDetectorModel"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"cue_num_labels": 3,
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"dtype": "float32",
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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-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"transformers_version": "4.56.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 28895
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}
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cue_checkpoint/checkpoint-432/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2679e4540f782737fd5476f09ad7af5d20c38fefc00fc8b89804e9a074d8fac
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size 434543084
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cue_checkpoint/checkpoint-432/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d736be481ecc110e30e85048f80e3a3262d774ecbc101b5d306d57033e9ab998
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size 861325067
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cue_checkpoint/checkpoint-432/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:6880baee9eb659fce03cdadebcd9aa687fe98820ceac79edb3919a05800ba662
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size 14645
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cue_checkpoint/checkpoint-432/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d7135b546e3b6fefbcc5af944f4b35405e96330785f4884dec78ac66b830da07
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size 1465
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cue_checkpoint/checkpoint-432/special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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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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cue_checkpoint/checkpoint-432/tokenizer.json
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cue_checkpoint/checkpoint-432/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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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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},
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"1": {
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"content": "[UNK]",
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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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},
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"2": {
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"content": "[CLS]",
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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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},
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"3": {
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"content": "[SEP]",
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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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},
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"4": {
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"content": "[MASK]",
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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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}
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},
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": true,
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"extra_special_tokens": {},
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"mask_token": "[MASK]",
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"model_max_length": 1000000000000000019884624838656,
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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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cue_checkpoint/checkpoint-432/trainer_state.json
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{
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"best_global_step": 432,
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"best_metric": 0.9311827906841024,
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"best_model_checkpoint": "output/negation_detector/cue_checkpoint/checkpoint-432",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 432,
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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": 0.14013254642486572,
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"learning_rate": 1.800925925925926e-05,
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| 16 |
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"loss": 0.0356,
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"step": 216
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},
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{
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"epoch": 1.0,
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"eval_cue_FN": 25,
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"eval_cue_FP": 48,
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"eval_cue_TP": 425,
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"eval_cue_f1": 0.9209100708228034,
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"eval_cue_precision": 0.8985200845476,
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| 26 |
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"eval_cue_recall": 0.9444444444234568,
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| 27 |
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"eval_loss": 0.01801697537302971,
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| 28 |
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"eval_runtime": 0.2711,
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| 29 |
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"eval_samples_per_second": 1586.253,
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"eval_steps_per_second": 99.602,
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"step": 216
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},
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{
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"epoch": 2.0,
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"grad_norm": 0.08337937295436859,
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"learning_rate": 1.600925925925926e-05,
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| 37 |
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"loss": 0.0117,
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| 38 |
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"step": 432
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},
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{
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"epoch": 2.0,
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"eval_cue_FN": 17,
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"eval_cue_FP": 47,
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| 44 |
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"eval_cue_TP": 433,
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"eval_cue_f1": 0.9311827906841024,
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"eval_cue_precision": 0.9020833333145399,
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| 47 |
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"eval_cue_recall": 0.9622222222008395,
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| 48 |
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"eval_loss": 0.014065760187804699,
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| 49 |
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"eval_runtime": 0.2698,
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| 50 |
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"eval_samples_per_second": 1593.576,
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"eval_steps_per_second": 100.062,
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"step": 432
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}
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],
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"logging_steps": 500,
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"max_steps": 2160,
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"num_input_tokens_seen": 0,
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| 58 |
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"num_train_epochs": 10,
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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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| 63 |
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"should_epoch_stop": false,
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| 64 |
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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": false
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},
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"attributes": {}
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}
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},
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"total_flos": 254669583358320.0,
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| 73 |
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"train_batch_size": 16,
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"trial_name": null,
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"trial_params": null
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}
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cue_checkpoint/checkpoint-432/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:39f17cd8c06bcf00dd4da7f408102435eaa0d97675641a6a61824cbdadddabf4
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size 5777
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cue_checkpoint/checkpoint-432/vocab.txt
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cue_checkpoint/config.json
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{
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"architectures": [
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"NegationDetectorModel"
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],
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"attention_probs_dropout_prob": 0.1,
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| 6 |
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"classifier_dropout": null,
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| 7 |
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"cue_num_labels": 3,
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"dtype": "float32",
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"hidden_act": "gelu",
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| 10 |
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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| 12 |
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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| 14 |
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"layer_norm_eps": 1e-12,
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| 15 |
+
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|
| 16 |
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"model_type": "bert",
|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
cue_checkpoint/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 434543084
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cue_checkpoint/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
| 1 |
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{
|
| 2 |
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"cls_token": "[CLS]",
|
| 3 |
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"mask_token": "[MASK]",
|
| 4 |
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|
| 5 |
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"sep_token": "[SEP]",
|
| 6 |
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|
| 7 |
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|
cue_checkpoint/tokenizer.json
ADDED
|
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|
cue_checkpoint/tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
|
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|
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|
| 1 |
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{
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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"special": true
|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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| 51 |
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| 57 |
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|
| 58 |
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cue_checkpoint/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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cue_checkpoint/vocab.txt
ADDED
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cue_label2id.json
ADDED
|
@@ -0,0 +1 @@
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|
|
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|
| 1 |
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model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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size 434543084
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scope_checkpoint/checkpoint-232/config.json
ADDED
|
@@ -0,0 +1,25 @@
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| 1 |
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{
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| 2 |
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|
| 3 |
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|
| 4 |
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| 5 |
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| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
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|
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|
| 16 |
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|
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| 19 |
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| 20 |
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|
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
scope_checkpoint/checkpoint-232/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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size 434543084
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scope_checkpoint/checkpoint-232/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
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size 864467147
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scope_checkpoint/checkpoint-232/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
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scope_checkpoint/checkpoint-232/scheduler.pt
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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| 3 |
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size 1465
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scope_checkpoint/checkpoint-232/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
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|
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| 1 |
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| 2 |
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| 3 |
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| 4 |
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| 5 |
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| 6 |
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| 7 |
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scope_checkpoint/checkpoint-232/tokenizer.json
ADDED
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scope_checkpoint/checkpoint-232/tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
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| 1 |
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| 10 |
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| 12 |
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| 15 |
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| 16 |
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|
| 18 |
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|
| 26 |
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| 28 |
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|
| 29 |
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| 30 |
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|
| 31 |
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| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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"4": {
|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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"special": true
|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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"cls_token": "[CLS]",
|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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"unk_token": "[UNK]"
|
| 58 |
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|
scope_checkpoint/checkpoint-232/trainer_state.json
ADDED
|
@@ -0,0 +1,57 @@
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|
| 1 |
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{
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|
| 3 |
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| 4 |
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| 5 |
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|
| 6 |
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|
| 7 |
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| 8 |
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| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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{
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| 13 |
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|
| 14 |
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| 15 |
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| 16 |
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| 18 |
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| 19 |
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{
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|
| 21 |
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| 27 |
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|
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| 32 |
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|
| 33 |
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"step": 232
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| 34 |
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}
|
| 35 |
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| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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| 45 |
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| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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| 51 |
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| 56 |
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| 57 |
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|
scope_checkpoint/checkpoint-232/training_args.bin
ADDED
|
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|
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|
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|
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| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:079947665ea177ab2d8fda0bfe36024cd58c3f65e0ac0e705faadc8d28253805
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| 3 |
+
size 5777
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scope_checkpoint/checkpoint-232/vocab.txt
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special_tokens_map.json
ADDED
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{
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| 2 |
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"cls_token": "[CLS]",
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| 3 |
+
"mask_token": "[MASK]",
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| 4 |
+
"pad_token": "[PAD]",
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| 5 |
+
"sep_token": "[SEP]",
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| 6 |
+
"unk_token": "[UNK]"
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| 7 |
+
}
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test_eval_results_20251117_190113.txt
ADDED
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@@ -0,0 +1,27 @@
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| 1 |
+
CUE DETECTION METRICS:
|
| 2 |
+
eval_loss: 0.011682962998747826
|
| 3 |
+
eval_cue_precision: 0.9399141630699589
|
| 4 |
+
eval_cue_recall: 0.9733333333117037
|
| 5 |
+
eval_cue_f1: 0.9563318727099026
|
| 6 |
+
eval_cue_TP: 438
|
| 7 |
+
eval_cue_FP: 28
|
| 8 |
+
eval_cue_FN: 12
|
| 9 |
+
eval_runtime: 0.2825
|
| 10 |
+
eval_samples_per_second: 1525.549
|
| 11 |
+
eval_steps_per_second: 95.568
|
| 12 |
+
epoch: 10.0
|
| 13 |
+
|
| 14 |
+
SCOPE PREDICTION METRICS:
|
| 15 |
+
eval_loss: 1.258516788482666
|
| 16 |
+
eval_scope_precision: 0.0
|
| 17 |
+
eval_scope_recall: 0.0
|
| 18 |
+
eval_scope_f1: 0.0
|
| 19 |
+
eval_scope_TP: 0
|
| 20 |
+
eval_scope_FP: 469
|
| 21 |
+
eval_scope_FN: 469
|
| 22 |
+
eval_scope_start_accuracy: 0.0
|
| 23 |
+
eval_scope_end_accuracy: 0.008528784648187633
|
| 24 |
+
eval_runtime: 0.3415
|
| 25 |
+
eval_samples_per_second: 1373.442
|
| 26 |
+
eval_steps_per_second: 87.853
|
| 27 |
+
epoch: 10.0
|
tokenizer.json
ADDED
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tokenizer_config.json
ADDED
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@@ -0,0 +1,58 @@
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|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"1": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"2": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"3": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"4": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"extra_special_tokens": {},
|
| 49 |
+
"mask_token": "[MASK]",
|
| 50 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 51 |
+
"never_split": null,
|
| 52 |
+
"pad_token": "[PAD]",
|
| 53 |
+
"sep_token": "[SEP]",
|
| 54 |
+
"strip_accents": null,
|
| 55 |
+
"tokenize_chinese_chars": true,
|
| 56 |
+
"tokenizer_class": "BertTokenizer",
|
| 57 |
+
"unk_token": "[UNK]"
|
| 58 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:079947665ea177ab2d8fda0bfe36024cd58c3f65e0ac0e705faadc8d28253805
|
| 3 |
+
size 5777
|
vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|