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Yehor
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w2v-bert-uk-v2.1

Automatic Speech Recognition
Transformers
Safetensors
Ukrainian
wav2vec2-bert
Eval Results
Inference Endpoints
Model card Files Community
1
Yehor Smoliakov commited on
Commit
97c3a9b
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1 Parent(s): 37f46c4

Init

Browse files
Files changed (7) hide show
  1. added_tokens.json +4 -0
  2. config.json +82 -0
  3. model.safetensors +3 -0
  4. preprocessor_config.json +11 -0
  5. special_tokens_map.json +6 -0
  6. tokenizer_config.json +48 -0
  7. vocab.json +39 -0
added_tokens.json ADDED
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+ {
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+ "</s>": 38,
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+ "<s>": 37
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+ }
config.json ADDED
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+ {
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+ "_name_or_path": "facebook/w2v-bert-2.0",
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+ "activation_dropout": 0.05,
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+ "adapter_act": "relu",
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+ "adapter_kernel_size": 3,
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+ "adapter_stride": 2,
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+ "add_adapter": true,
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+ "apply_spec_augment": true,
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+ "architectures": [
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+ "Wav2Vec2BertForCTC"
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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": 768,
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+ "codevector_dim": 768,
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+ "conformer_conv_dropout": 0.1,
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+ "contrastive_logits_temperature": 0.1,
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+ "conv_depthwise_kernel_size": 31,
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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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+ "eos_token_id": 2,
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+ "feat_proj_dropout": 0.05,
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+ "feat_quantizer_dropout": 0.0,
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+ "feature_projection_input_dim": 160,
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+ "final_dropout": 0.0,
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+ "hidden_act": "swish",
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+ "hidden_dropout": 0.05,
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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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+ "left_max_position_embeddings": 64,
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+ "mask_feature_length": 10,
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+ "mask_feature_min_masks": 0,
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+ "mask_feature_prob": 0.15,
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+ "mask_time_length": 10,
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+ "mask_time_min_masks": 2,
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+ "mask_time_prob": 0.05,
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+ "max_source_positions": 5000,
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+ "model_type": "wav2vec2-bert",
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+ "num_adapter_layers": 1,
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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_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": 1,
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+ "position_embeddings_type": "relative_key",
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+ "proj_codevector_dim": 768,
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+ "right_max_position_embeddings": 8,
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+ "rotary_embedding_base": 10000,
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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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+ 1,
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+ ],
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.43.3",
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+ "use_intermediate_ffn_before_adapter": false,
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+ "use_weighted_layer_sum": false,
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+ "vocab_size": 39,
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+ "xvector_output_dim": 512
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:c5ceb6790b56d11fc9f5ba8f65458cf8f30bdafc7fe119e1374333e7d2fd9263
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+ size 2422978660
preprocessor_config.json ADDED
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+ {
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+ "feature_extractor_type": "SeamlessM4TFeatureExtractor",
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+ "feature_size": 80,
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+ "num_mel_bins": 80,
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+ "padding_side": "right",
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+ "padding_value": 1,
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+ "processor_class": "Wav2Vec2BertProcessor",
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+ "return_attention_mask": true,
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+ "sampling_rate": 16000,
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+ "stride": 2
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+ }
special_tokens_map.json ADDED
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+ {
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+ "bos_token": "<s>",
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+ "eos_token": "</s>",
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+ "pad_token": "<pad>",
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+ "unk_token": "<unk>"
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+ }
tokenizer_config.json ADDED
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+ {
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+ "added_tokens_decoder": {
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+ "1": {
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+ "content": "<pad>",
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+ "lstrip": true,
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+ "normalized": false,
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+ "rstrip": true,
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+ "single_word": false,
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+ "special": false
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+ },
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+ "2": {
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+ "content": "<unk>",
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+ "lstrip": true,
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+ "normalized": false,
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+ "rstrip": true,
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+ "single_word": false,
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+ "special": false
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+ },
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+ "37": {
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+ "content": "<s>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "38": {
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+ "content": "</s>",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ }
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+ },
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+ "bos_token": "<s>",
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+ "clean_up_tokenization_spaces": true,
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+ "do_lower_case": false,
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+ "eos_token": "</s>",
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+ "model_max_length": 1000000000000000019884624838656,
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+ "pad_token": "<pad>",
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+ "processor_class": "Wav2Vec2BertProcessor",
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+ "replace_word_delimiter_char": " ",
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+ "target_lang": null,
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+ "tokenizer_class": "Wav2Vec2CTCTokenizer",
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+ "unk_token": "<unk>",
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+ "word_delimiter_token": "|"
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+ }
vocab.json ADDED
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+ {
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+ "'": 0,
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+ "<pad>": 1,
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+ "<unk>": 2,
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+ "|": 3,
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+ "а": 4,
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+ "б": 5,
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+ "в": 6,
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+ "г": 7,
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+ "д": 8,
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+ "е": 9,
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+ "ж": 10,
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+ "з": 11,
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+ "и": 12,
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+ "й": 13,
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+ "к": 14,
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+ "л": 15,
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+ "м": 16,
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+ "н": 17,
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+ "о": 18,
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+ "п": 19,
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+ "р": 20,
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+ "с": 21,
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+ "т": 22,
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+ "у": 23,
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+ "ф": 24,
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+ "х": 25,
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+ "ц": 26,
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+ "ч": 27,
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+ "ш": 28,
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+ "щ": 29,
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+ "ь": 30,
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+ "ю": 31,
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+ "я": 32,
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+ "є": 33,
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+ "і": 34,
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+ "ї": 35,
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+ "ґ": 36
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+ }