Upload 8 files
Browse files- config.json +116 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- preprocessor_config.json +9 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +145 -0
- training_args.bin +3 -0
config.json
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{
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"_name_or_path": "ntu-spml/distilhubert",
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"activation_dropout": 0.1,
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"apply_spec_augment": false,
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"architectures": [
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"HubertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"conv_bias": false,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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],
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"ctc_loss_reduction": "sum",
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"ctc_zero_infinity": false,
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"do_stable_layer_norm": false,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_norm": "group",
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"feat_proj_dropout": 0.0,
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"feat_proj_layer_norm": false,
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"final_dropout": 0.0,
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2",
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"3": "LABEL_3",
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"4": "LABEL_4",
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"5": "LABEL_5",
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"6": "LABEL_6",
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"7": "LABEL_7",
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"8": "LABEL_8",
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"9": "LABEL_9",
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"10": "LABEL_10",
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"11": "LABEL_11",
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"12": "LABEL_12",
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"13": "LABEL_13",
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"14": "LABEL_14",
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"15": "LABEL_15",
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"16": "LABEL_16",
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"17": "LABEL_17",
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"18": "LABEL_18",
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"19": "LABEL_19"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_10": 10,
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"LABEL_11": 11,
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"LABEL_12": 12,
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"LABEL_13": 13,
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"LABEL_14": 14,
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"LABEL_15": 15,
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"LABEL_16": 16,
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"LABEL_17": 17,
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"LABEL_18": 18,
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"LABEL_19": 19,
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"LABEL_2": 2,
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"LABEL_3": 3,
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"LABEL_4": 4,
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"LABEL_5": 5,
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"LABEL_6": 6,
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"LABEL_7": 7,
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"LABEL_8": 8,
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"LABEL_9": 9
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},
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.0,
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.05,
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"model_type": "hubert",
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"num_attention_heads": 12,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 2,
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"pad_token_id": 0,
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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"use_weighted_layer_sum": false,
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"vocab_size": 32
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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 sha256:4c4ed21023df5f79c9bf00996eb8b05d9ff63914c931a04a4777b0d85ecb730e
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size 94782008
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1cc79c4003f6af91964c5c68364c6df6e4d9e9241936184f8cd995798783dd17
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size 189596538
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preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0,
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:664b1196f110f17c5ab8686d1a3e6ea9367dcbace9a63b16b6b42bdfe0892846
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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 sha256:56251b046e7a9d0ca44cd9a61d2356bc2bfc323d763eb05420cc0c6f1e732d28
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size 1064
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trainer_state.json
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{
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"best_metric": 0.8488888888888889,
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"best_model_checkpoint": "MTL-Distilhubert-Marimba/checkpoint-1130",
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"epoch": 10.0,
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| 5 |
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"eval_steps": 500,
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| 6 |
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"global_step": 1130,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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| 9 |
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"is_world_process_zero": true,
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| 10 |
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"log_history": [
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| 11 |
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{
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| 12 |
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"epoch": 1.0,
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| 13 |
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"eval_accuracy": 0.25333333333333335,
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| 14 |
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"eval_loss": 2.2405927181243896,
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| 15 |
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"eval_precision": 0.12995506339271384,
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"eval_recall": 0.25333333333333335,
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| 17 |
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"eval_runtime": 314.4075,
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| 18 |
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"eval_samples_per_second": 2.863,
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| 19 |
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"eval_steps_per_second": 0.359,
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| 20 |
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"step": 113
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},
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{
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| 23 |
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"epoch": 2.0,
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| 24 |
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"eval_accuracy": 0.3688888888888889,
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| 25 |
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"eval_loss": 1.8393090963363647,
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"eval_precision": 0.2575408636868126,
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| 27 |
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"eval_recall": 0.3688888888888889,
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| 28 |
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"eval_runtime": 315.177,
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"eval_samples_per_second": 2.856,
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| 30 |
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"eval_steps_per_second": 0.359,
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| 31 |
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"step": 226
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| 32 |
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},
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{
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| 34 |
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"epoch": 3.0,
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"eval_accuracy": 0.4711111111111111,
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| 36 |
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"eval_loss": 1.560020923614502,
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"eval_precision": 0.4683247159340995,
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"step": 339
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},
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},
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{
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"grad_norm": 3801843.0,
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"learning_rate": 3.097345132743363e-05,
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{
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"step": 565
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},
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{
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"epoch": 6.0,
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"eval_recall": 0.7055555555555556,
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},
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| 84 |
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{
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},
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|
| 103 |
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|
| 104 |
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"step": 904
|
| 105 |
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},
|
| 106 |
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{
|
| 107 |
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"epoch": 8.85,
|
| 108 |
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|
| 109 |
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|
| 110 |
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| 111 |
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|
| 112 |
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|
| 113 |
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{
|
| 114 |
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|
| 115 |
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|
| 116 |
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"eval_loss": 0.7198149561882019,
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| 117 |
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"eval_precision": 0.8561166941855263,
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| 118 |
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| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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"step": 1017
|
| 123 |
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},
|
| 124 |
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{
|
| 125 |
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"epoch": 10.0,
|
| 126 |
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"eval_accuracy": 0.8488888888888889,
|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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],
|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d9224401dbd46bc10ea90f37d83aab97aaf07d429103c938febeb50cb60bd552
|
| 3 |
+
size 4920
|