DrishtiSharma
commited on
Commit
•
afba1ec
1
Parent(s):
16902be
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 +265 -0
- training_args.bin +3 -0
- vocab.json +1 -0
added_tokens.json
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{"<s>": 41, "</s>": 42}
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all_results.json
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{
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"epoch": 149.98,
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"eval_loss": 0.7148692607879639,
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"eval_runtime": 14.0171,
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"eval_samples": 336,
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"eval_samples_per_second": 23.971,
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"eval_steps_per_second": 2.996,
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"eval_wer": 0.451,
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"train_loss": 0.9359948108413003,
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"train_runtime": 8030.991,
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"train_samples": 717,
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"train_samples_per_second": 13.392,
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"train_steps_per_second": 0.411
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}
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alphabet.json
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{"labels": [" ", "a", "c", "i", "k", "\u0430", "\u0431", "\u0433", "\u0434", "\u0435", "\u0436", "\u0437", "\u0438", "\u0439", "\u043a", "\u043b", "\u043c", "\u043d", "\u043e", "\u043f", "\u0440", "\u0441", "\u0442", "\u0443", "\u0445", "\u0448", "\u0449", "\u044b", "\u044e", "\u044f", "\u0456", "\u0493", "\u049b", "\u04a3", "\u04af", "\u04b1", "\u04bb", "\u04d9", "\u04e9", "\u2047", "", "<s>", "</s>"], "is_bpe": false}
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config.json
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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": 0.0,
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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": 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": 0.25,
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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": 40,
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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1,
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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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"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": 43,
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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": 149.98,
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"eval_loss": 0.7148692607879639,
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"eval_runtime": 14.0171,
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"eval_samples": 336,
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"eval_samples_per_second": 23.971,
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"eval_steps_per_second": 2.996,
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"eval_wer": 0.451
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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:a1b4e76899c23765f8045a49b0fdd216ac89e687ffde64f3dc4fead2d84b337c
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size 26726842
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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
ADDED
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 sha256:242eeb153035874f0ec5f10fee8fd7581625ea7916125d721673df269fa204ad
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size 1262099953
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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-300m-kk-n2", "tokenizer_class": "Wav2Vec2CTCTokenizer", "processor_class": "Wav2Vec2ProcessorWithLM"}
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train_results.json
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{
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"epoch": 149.98,
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"train_loss": 0.9359948108413003,
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+
"train_runtime": 8030.991,
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"train_samples": 717,
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"train_samples_per_second": 13.392,
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"train_steps_per_second": 0.411
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}
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trainer_state.json
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