add files
Browse files- .gitignore +2 -0
- README.md +1 -0
- all_results.json +23 -0
- config.json +84 -0
- eval_results.json +12 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.json +14 -0
- trainer_state.json +247 -0
- training_args.bin +3 -0
- vocab.json +1 -0
.gitignore
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checkpoint-*
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*.txt
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README.md
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FYTM_fb_all
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all_results.json
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{
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"epoch": 40.0,
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"eval_loss": 0.508992612361908,
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+
"eval_mem_cpu_alloc_delta": -233472,
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+
"eval_mem_cpu_peaked_delta": 233472,
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"eval_mem_gpu_alloc_delta": 0,
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"eval_mem_gpu_peaked_delta": 807446528,
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| 8 |
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"eval_runtime": 33.0419,
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| 9 |
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"eval_samples": 405,
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| 10 |
+
"eval_samples_per_second": 12.257,
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| 11 |
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"eval_wer": 0.36945244956772333,
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"init_mem_cpu_alloc_delta": 0,
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"init_mem_cpu_peaked_delta": 0,
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"init_mem_gpu_alloc_delta": 0,
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"init_mem_gpu_peaked_delta": 0,
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"train_mem_cpu_alloc_delta": 428699648,
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"train_mem_cpu_peaked_delta": 12730368,
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"train_mem_gpu_alloc_delta": 3823077376,
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"train_mem_gpu_peaked_delta": 1210148352,
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"train_runtime": 7790.1813,
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"train_samples": 1618,
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"train_samples_per_second": 1.037
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}
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config.json
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{
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"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
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"activation_dropout": 0.1,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForCTC"
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],
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"attention_dropout": 0.1,
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| 9 |
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"bos_token_id": 1,
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"codevector_dim": 768,
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"contrastive_logits_temperature": 0.1,
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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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"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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"feat_extract_norm": "layer",
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"feat_proj_dropout": 0.0,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.0,
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"gradient_checkpointing": true,
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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"hidden_size": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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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_prob": 0.0,
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"mask_time_length": 10,
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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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"num_attention_heads": 16,
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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": 24,
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"num_negatives": 100,
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"pad_token_id": 28,
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"proj_codevector_dim": 768,
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"transformers_version": "4.6.0",
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"vocab_size": 29
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}
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eval_results.json
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{
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"epoch": 40.0,
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"eval_loss": 0.508992612361908,
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"eval_mem_cpu_alloc_delta": -233472,
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"eval_mem_cpu_peaked_delta": 233472,
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"eval_mem_gpu_alloc_delta": 0,
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"eval_mem_gpu_peaked_delta": 807446528,
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"eval_runtime": 33.0419,
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| 9 |
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"eval_samples": 405,
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| 10 |
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"eval_samples_per_second": 12.257,
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| 11 |
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"eval_wer": 0.36945244956772333
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}
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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": true,
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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 sha256:5ba282a4a9b784922cb19602a73f163fa9c589e6a192fd2d308397ae0dfea634
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size 1262042545
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]"}
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tokenizer_config.json
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{"unk_token": "[UNK]", "bos_token": "<s>", "eos_token": "</s>", "pad_token": "[PAD]", "do_lower_case": false, "word_delimiter_token": " "}
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train_results.json
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{
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"epoch": 40.0,
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"init_mem_cpu_alloc_delta": 0,
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"init_mem_cpu_peaked_delta": 0,
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| 5 |
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"init_mem_gpu_alloc_delta": 0,
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| 6 |
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"init_mem_gpu_peaked_delta": 0,
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| 7 |
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"train_mem_cpu_alloc_delta": 428699648,
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| 8 |
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"train_mem_cpu_peaked_delta": 12730368,
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| 9 |
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"train_mem_gpu_alloc_delta": 3823077376,
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| 10 |
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"train_mem_gpu_peaked_delta": 1210148352,
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| 11 |
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"train_runtime": 7790.1813,
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| 12 |
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"train_samples": 1618,
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| 13 |
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"train_samples_per_second": 1.037
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}
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trainer_state.json
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{
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| 2 |
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"best_metric": null,
|
| 3 |
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"best_model_checkpoint": null,
|
| 4 |
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"epoch": 39.99753086419753,
|
| 5 |
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"global_step": 8080,
|
| 6 |
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"is_hyper_param_search": false,
|
| 7 |
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"is_local_process_zero": true,
|
| 8 |
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"is_world_process_zero": true,
|
| 9 |
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"log_history": [
|
| 10 |
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{
|
| 11 |
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"epoch": 2.47,
|
| 12 |
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"learning_rate": 4.9500000000000004e-05,
|
| 13 |
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"loss": 6.895,
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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": 2.47,
|
| 18 |
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"eval_loss": 3.3130884170532227,
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"eval_runtime": 33.0838,
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"eval_samples_per_second": 12.242,
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"eval_wer": 0.9988472622478386,
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"step": 500
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},
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| 24 |
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{
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"epoch": 4.95,
|
| 26 |
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"learning_rate": 9.95e-05,
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| 27 |
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"loss": 3.0254,
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| 28 |
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"step": 1000
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| 29 |
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},
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| 30 |
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{
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| 31 |
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"epoch": 4.95,
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"eval_loss": 2.1005313396453857,
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training_args.bin
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