DrishtiSharma
commited on
Commit
•
3579ac6
1
Parent(s):
81dee6b
Upload lm-boosted decoder
Browse files- added_tokens.json +1 -0
- all_results.json +14 -0
- alphabet.json +1 -0
- config.json +107 -0
- eval_results.json +9 -0
- language_model/5gram.bin +3 -0
- language_model/attrs.json +1 -0
- language_model/unigrams.txt +0 -0
- preprocessor_config.json +10 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +415 -0
- training_args.bin +3 -0
- vocab.json +1 -0
added_tokens.json
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{"<s>": 31, "</s>": 32}
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all_results.json
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{
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"epoch": 100.0,
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"eval_loss": 0.2756262719631195,
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"eval_runtime": 36.5594,
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"eval_samples": 1193,
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"eval_samples_per_second": 32.632,
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"eval_steps_per_second": 1.039,
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"eval_wer": 0.22793148880105402,
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"train_loss": 1.2146642443028892,
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"train_runtime": 11060.029,
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"train_samples": 2606,
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"train_samples_per_second": 23.562,
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"train_steps_per_second": 0.741
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}
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alphabet.json
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{"labels": [" ", "a", "b", "c", "d", "e", "f", "g", "h", "i", "j", "k", "l", "m", "n", "o", "p", "r", "s", "t", "u", "v", "w", "x", "y", "z", "\u010d", "\u0161", "\u017e", "\u2047", "", "<s>", "</s>"], "is_bpe": false}
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config.json
ADDED
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{
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"_name_or_path": "facebook/wav2vec2-xls-r-300m",
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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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"Wav2Vec2ForCTC"
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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": 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": false,
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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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"hidden_act": "gelu",
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"hidden_dropout": 0.0,
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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_feature_length": 64,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.25,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_prob": 0.75,
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"model_type": "wav2vec2",
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"num_adapter_layers": 3,
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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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"output_hidden_size": 1024,
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"pad_token_id": 30,
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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1,
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3,
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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": "4.17.0.dev0",
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"use_weighted_layer_sum": false,
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"vocab_size": 33,
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"xvector_output_dim": 512
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}
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eval_results.json
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{
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"epoch": 100.0,
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"eval_loss": 0.2756262719631195,
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"eval_runtime": 36.5594,
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"eval_samples": 1193,
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"eval_samples_per_second": 32.632,
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"eval_steps_per_second": 1.039,
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"eval_wer": 0.22793148880105402
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}
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language_model/5gram.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:0380ec6b189e53c9d63598e9e17a22f85fd986c88f08eb493b1d4a204b27faf9
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size 441412401
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language_model/attrs.json
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{"alpha": 0.5, "beta": 1.5, "unk_score_offset": -10.0, "score_boundary": true}
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language_model/unigrams.txt
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The diff for this file is too large to render.
See raw diff
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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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"processor_class": "Wav2Vec2ProcessorWithLM",
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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 sha256:635af03a6c91091ab8a1df536d96b45ad794b4f4fac38c876335a6a06d4cfa38
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size 1262058993
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
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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": "|", "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "DrishtiSharma/wav2vec2-xls-r-sl-a1", "tokenizer_class": "Wav2Vec2CTCTokenizer", "processor_class": "Wav2Vec2ProcessorWithLM"}
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train_results.json
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{
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"epoch": 100.0,
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"train_loss": 1.2146642443028892,
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"train_runtime": 11060.029,
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"train_samples": 2606,
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"train_samples_per_second": 23.562,
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"train_steps_per_second": 0.741
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}
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trainer_state.json
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 100.0,
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"global_step": 8200,
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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": 2.44,
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"learning_rate": 1.4058000000000002e-05,
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"loss": 8.5696,
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"step": 200
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},
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{
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"epoch": 4.88,
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"learning_rate": 2.8258000000000003e-05,
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"loss": 3.3881,
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"step": 400
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},
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{
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"epoch": 6.1,
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"eval_loss": 2.9710121154785156,
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