Initial commit
Browse files- config.json +76 -0
- optimizer.pt +3 -0
- preprocessor_config.json +8 -0
- pytorch_model.bin +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- trainer_state.json +72 -0
- training_args.bin +3 -0
- vocab.json +1 -0
config.json
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{
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"_name_or_path": "facebook/wav2vec2-large-xlsr-53",
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"activation_dropout": 0.0,
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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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"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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"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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"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": 0.1,
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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_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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"pad_token_id": 63,
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"transformers_version": "4.4.0",
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"vocab_size": 64
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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 sha256:966a65359403ee972c8ef550768ff8340ec75e9a99d3db88c9f75222245a2c72
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size 2490601991
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preprocessor_config.json
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{
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"do_normalize": true,
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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 sha256:96689ccac5437002359b284dfebd613ef6ed8deb955897287ea97876de17beb1
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size 1262196247
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f31d89640f01a756837032045186e234eceab90dc8ffb5630504f626f9377a52
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size 623
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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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trainer_state.json
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{
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"best_metric": 0.6961869618696187,
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"best_model_checkpoint": "./wav2vec2-large-xlsr-punjabi/checkpoint-4000",
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"epoch": 500.0,
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"global_step": 4000,
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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": 125.0,
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"learning_rate": 0.00023999999999999998,
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"loss": 2.5768,
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"step": 1000
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},
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{
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"epoch": 125.0,
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"eval_loss": 1.6340935230255127,
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"eval_runtime": 17.7323,
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"eval_samples_per_second": 6.542,
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"eval_wer": 0.7527675276752768,
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"step": 1000
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},
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{
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"epoch": 250.0,
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"learning_rate": 0.00015999999999999999,
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"loss": 0.0382,
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"step": 2000
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},
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{
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"epoch": 250.0,
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"eval_loss": 1.7394386529922485,
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"eval_runtime": 18.4529,
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"eval_samples_per_second": 6.286,
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"eval_wer": 0.7343173431734318,
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"step": 2000
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},
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{
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"epoch": 375.0,
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"learning_rate": 7.999999999999999e-05,
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"loss": 0.0171,
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"step": 3000
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},
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{
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"epoch": 375.0,
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"eval_loss": 1.8244776725769043,
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"eval_runtime": 18.1059,
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"eval_samples_per_second": 6.407,
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"eval_wer": 0.7011070110701108,
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"step": 3000
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},
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{
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"epoch": 500.0,
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"learning_rate": 0.0,
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"loss": 0.009,
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"step": 4000
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},
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{
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"epoch": 500.0,
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"eval_loss": 1.8406387567520142,
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"eval_runtime": 17.9636,
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"eval_samples_per_second": 6.458,
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"eval_wer": 0.6961869618696187,
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"step": 4000
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}
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],
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"max_steps": 4000,
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"num_train_epochs": 500,
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"total_flos": 2.0368243365690655e+19,
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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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oid sha256:7cfe66b3e0eec2c4ba178c61b01ad395a63d002a67a457f51e0de6b72163e491
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size 2287
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vocab.json
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{"ਸ਼": 0, "ਲ਼": 1, "ਈ": 2, "ੜ": 3, "ਫ": 4, "ਔ": 5, "ਗ": 6, "ਫ਼": 7, "ਨ": 8, "ਇ": 9, "ਪ": 10, "ੇ": 11, "ੁ": 12, "ਢ": 13, "ਰ": 14, "ੀ": 15, "ਅ": 16, "ਾ": 17, "ਦ": 18, "ਛ": 19, "ਜ਼": 20, "ੂ": 21, "ੈ": 22, "ਣ": 23, "ਡ": 24, "ਘ": 25, "ਜ": 26, "ਕ": 27, "ਓ": 28, "ਊ": 29, "ਸ": 30, "ਭ": 31, "ਤ": 32, "ਐ": 33, "ਯ": 34, "ਉ": 35, "ਗ਼": 36, "ੱ": 37, "ੰ": 38, "ਚ": 39, "ਧ": 40, "ਹ": 41, "ਂ": 42, "੍": 43, "ਿ": 44, "ਟ": 45, "ੋ": 46, "ਆ": 48, "ਝ": 49, "ਏ": 50, "਼": 51, "ਖ": 52, "ਮ": 53, "ਖ਼": 54, "ਵ": 55, "ਬ": 56, "ਲ": 57, "ੌ": 58, "ਠ": 59, "ਥ": 60, "…": 61, "|": 47, "[UNK]": 62, "[PAD]": 63}
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