test of egyptian arabic with wav2vec2 fine-tuning
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 +100 -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": 43,
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"transformers_version": "4.4.0",
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"vocab_size": 44
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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 sha256:0afe7313e3a58ee05f77356220557a12a7999c69667fff22cb67ac4ec07f91cc
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size 2490437895
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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 sha256:455418f744560b3cf4356a8df6b0f13e984c0d73c886d371a7d1d61149befed7
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size 1262114199
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:0818666afb82b7b432824bd91f7b1cbfd826c0bbd672aea23cda693e38746b70
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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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"best_metric": null,
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"epoch": 18.46153846153846,
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"global_step": 1200,
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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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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4a949b13ad5afbc0f1621dd3c424c1db200517da21931d0b7976930beff9c6f6
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size 2287
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vocab.json
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{"ف": 0, ")": 1, "ش": 2, "آ": 3, "ئ": 4, "ت": 5, "أ": 6, "ز": 7, "م": 8, "ن": 9, "ق": 10, "؟": 11, "ء": 12, "ح": 13, "ج": 14, "و": 15, "ك": 16, "ّ": 17, "،": 18, "ر": 19, "ذ": 20, "ب": 21, "س": 22, "د": 23, "غ": 24, "خ": 25, "ا": 26, "ث": 28, "ط": 29, "ظ": 30, "ض": 31, "ل": 32, "ي": 33, "ؤ": 34, "ع": 35, "ة": 36, "ه": 37, "إ": 38, "(": 39, "ى": 40, "ص": 41, "|": 27, "[UNK]": 42, "[PAD]": 43}
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