Update tiny models for NemotronAsrStreamingForRNNT
Browse files- config.json +44 -0
- generation_config.json +7 -0
- model.safetensors +3 -0
- preprocessor_config.json +12 -0
- tokenizer.json +0 -0
- tokenizer_config.json +11 -0
config.json
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{
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"architectures": [
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"NemotronAsrStreamingForRNNT"
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],
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"blank_token_id": 1025,
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"decoder_hidden_size": 32,
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"dtype": "float32",
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"encoder_config": {
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"activation_dropout": 0.0,
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"attention_bias": true,
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"attention_dropout": 0.0,
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"conv_kernel_size": 9,
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"convolution_bias": true,
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"default_num_lookahead_tokens": 13,
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"dropout": 0.0,
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"dropout_positions": 0.0,
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"hidden_act": "silu",
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"hidden_size": 64,
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"initializer_range": 0.02,
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"intermediate_size": 256,
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"layerdrop": 0.0,
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"max_position_embeddings": 5000,
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"model_type": "nemotron_asr_streaming_encoder",
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"num_attention_heads": 4,
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"num_hidden_layers": 2,
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"num_key_value_heads": 4,
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"num_mel_bins": 80,
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"scale_input": true,
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"sliding_window": 71,
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"subsampling_conv_channels": 32,
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"subsampling_conv_kernel_size": 3,
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"subsampling_conv_stride": 2,
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"subsampling_factor": 8
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},
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"hidden_act": "relu",
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"initializer_range": 0.02,
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"is_encoder_decoder": true,
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"max_symbols_per_step": 5,
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"model_type": "nemotron_asr_streaming",
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"num_decoder_layers": 1,
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"pad_token_id": 1024,
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"transformers_version": "5.16.0.dev0",
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"vocab_size": 1026
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}
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generation_config.json
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{
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"_from_model_config": true,
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"output_attentions": false,
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"output_hidden_states": false,
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"pad_token_id": 1024,
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"transformers_version": "5.16.0.dev0"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3574496a1c3eee9ab73222abdc31acdd8bac080f9914178ff88b710339a162f4
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size 1233200
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preprocessor_config.json
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{
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"feature_extractor_type": "NemotronAsrStreamingFeatureExtractor",
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"feature_size": 128,
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"hop_length": 160,
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"n_fft": 512,
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"padding_side": "right",
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"padding_value": 0.0,
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"preemphasis": 0.97,
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"return_attention_mask": true,
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"sampling_rate": 16000,
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"win_length": 400
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}
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tokenizer.json
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tokenizer_config.json
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{
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"backend": "tokenizers",
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"clean_up_tokenization_spaces": false,
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"is_local": true,
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"local_files_only": false,
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"processor_class": "NemotronAsrStreamingProcessor",
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"tokenizer_class": "ParakeetTokenizer",
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"unk_token": "<unk>"
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}
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