commit-v1
Browse files- config.json +127 -0
- optimizer.pt +3 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +109 -0
- training_args.bin +3 -0
config.json
ADDED
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{
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"_name_or_path": "facebook/wav2vec2-base",
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"activation_dropout": 0.0,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForSequenceClassification"
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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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"codevector_dim": 256,
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"contrastive_logits_temperature": 0.1,
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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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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "sum",
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"ctc_zero_infinity": false,
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"diversity_loss_weight": 0.1,
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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": 0.1,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.0,
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"freeze_feat_extract_train": true,
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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": "hindi_male",
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"1": "gujarati_male",
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"2": "tamil_male"
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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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"gujarati_male": "1",
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"hindi_male": "0",
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"tamil_male": "2"
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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_channel_length": 10,
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"mask_channel_min_space": 1,
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"mask_channel_other": 0.0,
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"mask_channel_prob": 0.0,
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"mask_channel_selection": "static",
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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_min_space": 1,
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"mask_time_other": 0.0,
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"mask_time_prob": 0.05,
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"mask_time_selection": "static",
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"model_type": "wav2vec2",
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"no_mask_channel_overlap": false,
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"no_mask_time_overlap": false,
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"num_adapter_layers": 3,
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"num_attention_heads": 12,
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"num_codevector_groups": 2,
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"num_codevectors_per_group": 320,
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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": 12,
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"num_negatives": 100,
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"output_hidden_size": 768,
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"pad_token_id": 0,
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"proj_codevector_dim": 256,
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"tdnn_dilation": [
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1,
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1
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],
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"tdnn_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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1500
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],
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"tdnn_kernel": [
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5,
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3,
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3,
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1,
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1
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],
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"torch_dtype": "float32",
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"transformers_version": "4.26.1",
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"use_weighted_layer_sum": false,
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"vocab_size": 32,
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"xvector_output_dim": 512
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}
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optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3371989030375b9a919160065b718c475cb76bb4441f3c9b16175b3343133a1b
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size 756674757
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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": 0.0,
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"return_attention_mask": false,
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"sampling_rate": 16000
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:82a67309940b81f4bc1629d9919e728e68621c7d8e9eb7d610b699c978ddf31d
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size 378348457
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:2fbe099289a035b87248f04bb429c08df388dafdea9a64c79f05a3b7e4589aaf
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size 13553
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:65d5a61d6c16ff2b5d01a1e84e50dfcec12e2ea5f64272f34657e1c428037135
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size 627
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trainer_state.json
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{
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"best_metric": 0.9946043165467626,
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"best_model_checkpoint": "audio_classify_v1/checkpoint-85",
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"epoch": 4.9855072463768115,
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"global_step": 85,
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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": 0.58,
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"learning_rate": 2.9605263157894735e-05,
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"loss": 0.1898,
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"step": 10
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},
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{
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"epoch": 0.99,
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"eval_accuracy": 0.9892086330935251,
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"eval_runtime": 40.5603,
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"eval_samples_per_second": 13.708,
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"eval_steps_per_second": 0.444,
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"step": 17
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},
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{
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"epoch": 1.17,
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"learning_rate": 2.5657894736842107e-05,
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"loss": 0.1711,
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"step": 20
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{
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"epoch": 1.75,
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"learning_rate": 2.1710526315789474e-05,
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"loss": 0.1198,
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{
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"eval_accuracy": 0.9856115107913669,
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"eval_loss": 0.10289730876684189,
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"eval_runtime": 41.2389,
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"step": 34
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},
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{
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{
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"step": 51
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},
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{
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"step": 60
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},
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{
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"step": 68
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},
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{
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"epoch": 4.12,
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| 84 |
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"learning_rate": 5.921052631578948e-06,
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"loss": 0.0679,
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"step": 70
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},
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{
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"epoch": 4.7,
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{
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"step": 85
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}
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],
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"max_steps": 85,
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"num_train_epochs": 5,
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| 106 |
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"total_flos": 9.968365728576e+16,
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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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| 2 |
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