Model
Browse files- config.json +108 -0
- optimizer.pt +3 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- trainer_state.json +76 -0
- training_args.bin +3 -0
config.json
ADDED
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{
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"_name_or_path": "yip-i/uaspeech-pretrained",
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| 3 |
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"activation_dropout": 0.0,
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| 4 |
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"adapter_kernel_size": 3,
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| 5 |
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"adapter_stride": 2,
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| 6 |
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"add_adapter": false,
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| 7 |
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"apply_spec_augment": true,
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| 8 |
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"architectures": [
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"Wav2Vec2ForCTC"
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| 10 |
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],
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| 11 |
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"attention_dropout": 0.0,
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| 12 |
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"bos_token_id": 1,
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| 13 |
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"classifier_proj_size": 256,
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| 14 |
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"codevector_dim": 256,
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| 15 |
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"contrastive_logits_temperature": 0.1,
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| 16 |
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"conv_bias": true,
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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": "mean",
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"ctc_zero_infinity": true,
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"diversity_loss_weight": 0.1,
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"do_stable_layer_norm": true,
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| 48 |
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_dropout": 0.0,
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| 51 |
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"feat_extract_norm": "layer",
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"feat_proj_dropout": 0.0,
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| 53 |
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"feat_quantizer_dropout": 0.0,
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| 54 |
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"final_dropout": 0.0,
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| 55 |
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"hidden_act": "gelu",
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| 56 |
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"hidden_dropout": 0.0,
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| 57 |
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"hidden_dropout_prob": 0.0,
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| 58 |
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"hidden_size": 768,
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| 59 |
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"initializer_range": 0.02,
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| 60 |
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"intermediate_size": 3072,
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| 61 |
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"layer_norm_eps": 1e-05,
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| 62 |
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"layerdrop": 0.0,
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| 63 |
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"mask_feature_length": 10,
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| 64 |
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"mask_feature_min_masks": 0,
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| 65 |
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"mask_feature_prob": 0.0,
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| 66 |
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"mask_time_length": 10,
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| 67 |
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"mask_time_min_masks": 2,
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| 68 |
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"mask_time_prob": 0.65,
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| 69 |
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"model_type": "wav2vec2",
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| 70 |
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"num_adapter_layers": 3,
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| 71 |
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"num_attention_heads": 12,
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| 72 |
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"num_codevector_groups": 2,
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| 73 |
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"num_codevectors_per_group": 320,
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| 74 |
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"num_conv_pos_embedding_groups": 16,
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| 75 |
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"num_conv_pos_embeddings": 128,
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| 76 |
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"num_feat_extract_layers": 7,
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| 77 |
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"num_hidden_layers": 12,
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| 78 |
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"num_negatives": 100,
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| 79 |
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"output_hidden_size": 768,
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| 80 |
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"pad_token_id": 29,
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| 81 |
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"proj_codevector_dim": 256,
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| 82 |
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"tdnn_dilation": [
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1,
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| 84 |
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2,
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3,
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1,
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1
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],
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| 89 |
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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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| 93 |
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512,
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1500
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| 95 |
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],
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| 96 |
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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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| 100 |
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1,
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1
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| 102 |
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],
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| 103 |
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"torch_dtype": "float32",
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| 104 |
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"transformers_version": "4.23.1",
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| 105 |
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"use_weighted_layer_sum": false,
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| 106 |
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"vocab_size": 32,
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| 107 |
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"xvector_output_dim": 512
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| 108 |
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}
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optimizer.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:92ea1b0eb0e3e05962b98259b3cdad72b6173a32adea95c6544a127bf05128a4
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| 3 |
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size 721685265
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preprocessor_config.json
ADDED
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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
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:e9eb9734485c631030d3be9199cc999aad0e6d387268b75a87cc681fcd97d315
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size 377702321
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rng_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:58100b8756b592dcd2a858e2aa15d7a2b9f065faf96fc24aa75d4d39d0a9c57a
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| 3 |
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size 14567
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scaler.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:835002e2cdb41a8357f8e813cf9922a361d617175a39e27343c474f97063d4f2
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| 3 |
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size 559
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scheduler.pt
ADDED
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:8c1133dea090a0c4005a30006e9f9187f98529135c6396253e9cdc5a2cadb39c
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| 3 |
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size 623
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trainer_state.json
ADDED
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@@ -0,0 +1,76 @@
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{
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| 2 |
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"best_metric": null,
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| 3 |
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"best_model_checkpoint": null,
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| 4 |
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"epoch": 8.810572687224669,
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| 5 |
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"global_step": 2000,
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| 6 |
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"is_hyper_param_search": false,
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| 7 |
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"is_local_process_zero": true,
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| 8 |
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"is_world_process_zero": true,
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| 9 |
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"log_history": [
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| 10 |
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{
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| 11 |
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"epoch": 2.2,
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| 12 |
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"learning_rate": 0.000494,
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| 13 |
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"loss": 6.9554,
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| 14 |
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"step": 500
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| 15 |
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},
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| 16 |
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{
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| 17 |
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"epoch": 2.2,
|
| 18 |
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"eval_loss": 3.1107194423675537,
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| 19 |
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"eval_runtime": 13.5928,
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| 20 |
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"eval_samples_per_second": 38.108,
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| 21 |
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"eval_steps_per_second": 9.564,
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| 22 |
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"eval_wer": 1.9065420560747663,
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| 23 |
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"step": 500
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| 24 |
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},
|
| 25 |
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{
|
| 26 |
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"epoch": 4.41,
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| 27 |
+
"learning_rate": 0.000994,
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| 28 |
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"loss": 3.0727,
|
| 29 |
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"step": 1000
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| 30 |
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},
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| 31 |
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{
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| 32 |
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"epoch": 4.41,
|
| 33 |
+
"eval_loss": 2.740480422973633,
|
| 34 |
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"eval_runtime": 13.2579,
|
| 35 |
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"eval_samples_per_second": 39.071,
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| 36 |
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"eval_steps_per_second": 9.805,
|
| 37 |
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"eval_wer": 1.9457943925233645,
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| 38 |
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"step": 1000
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| 39 |
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},
|
| 40 |
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{
|
| 41 |
+
"epoch": 6.61,
|
| 42 |
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"learning_rate": 0.0006110236220472442,
|
| 43 |
+
"loss": 2.8715,
|
| 44 |
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"step": 1500
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| 45 |
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},
|
| 46 |
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{
|
| 47 |
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"epoch": 6.61,
|
| 48 |
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"eval_loss": 2.6221437454223633,
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| 49 |
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"eval_runtime": 12.9721,
|
| 50 |
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"eval_samples_per_second": 39.932,
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| 51 |
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"eval_steps_per_second": 10.022,
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| 52 |
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"eval_wer": 1.5046728971962617,
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| 53 |
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"step": 1500
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| 54 |
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},
|
| 55 |
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{
|
| 56 |
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"epoch": 8.81,
|
| 57 |
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"learning_rate": 0.0002173228346456693,
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| 58 |
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"loss": 2.8258,
|
| 59 |
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"step": 2000
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| 60 |
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},
|
| 61 |
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{
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| 62 |
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"epoch": 8.81,
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| 63 |
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"eval_loss": 2.5607476234436035,
|
| 64 |
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"eval_runtime": 13.261,
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| 65 |
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"eval_samples_per_second": 39.062,
|
| 66 |
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"eval_steps_per_second": 9.803,
|
| 67 |
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"eval_wer": 1.9532710280373833,
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| 68 |
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"step": 2000
|
| 69 |
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}
|
| 70 |
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],
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| 71 |
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"max_steps": 2270,
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| 72 |
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"num_train_epochs": 10,
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| 73 |
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"total_flos": 7.015093904496586e+17,
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| 74 |
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"trial_name": null,
|
| 75 |
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"trial_params": null
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| 76 |
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}
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training_args.bin
ADDED
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:bef3b61e993656a96b7c284a7f6260bd52d229ebff8c100bdac03d1239134f19
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| 3 |
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size 3375
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