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tiny-random-NeuCodecModel

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Update tiny models for NeuCodecModel

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Files changed (3) hide show
  1. config.json +111 -0
  2. model.safetensors +3 -0
  3. preprocessor_config.json +13 -0
config.json ADDED
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+ {
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+ "activation_dropout": 0.1,
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+ "architectures": [
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+ "NeuCodecModel"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "audio_channels": 1,
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+ "downsampling_ratios": [
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+ 2,
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+ 2,
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+ 4
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+ ],
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+ "dtype": "float32",
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+ "encoder_hidden_size": 8,
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+ "head_dim": 8,
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+ "hidden_act": "silu",
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+ "hidden_size": 32,
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+ "initializer_range": 0.02,
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+ "input_sampling_rate": 16000,
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+ "intermediate_size": 4096,
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+ "max_position_embeddings": 4096,
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+ "model_type": "neucodec",
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+ "num_attention_heads": 2,
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+ "num_hidden_layers": 2,
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+ "num_key_value_heads": 2,
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+ "output_sampling_rate": 24000,
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+ "pad_token_id": null,
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+ "quantization_dim": 64,
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+ "quantization_levels": [
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+ 4,
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+ 4,
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+ 4,
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+ 4
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+ ],
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+ "rms_norm_eps": 1e-06,
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+ "rope_parameters": {
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+ "rope_theta": 10000.0,
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+ "rope_type": "default"
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+ },
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+ "semantic_model_config": {
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+ "activation_dropout": 0.0,
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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": false,
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+ "apply_spec_augment": true,
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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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+ "conformer_conv_dropout": 0.1,
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+ "conv_depthwise_kernel_size": 31,
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+ "ctc_loss_reduction": "sum",
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+ "ctc_zero_infinity": false,
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+ "eos_token_id": 2,
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+ "feat_proj_dropout": 0.0,
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+ "feature_projection_input_dim": 160,
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+ "final_dropout": 0.1,
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+ "hidden_act": "swish",
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+ "hidden_dropout": 0.0,
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+ "hidden_size": 32,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 64,
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+ "layer_norm_eps": 1e-05,
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+ "layerdrop": 0.1,
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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": 0.0,
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+ "mask_time_length": 10,
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+ "mask_time_min_masks": 2,
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+ "mask_time_prob": 0.05,
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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": 4,
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+ "num_hidden_layers": 17,
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+ "output_hidden_size": 32,
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+ "pad_token_id": 0,
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+ "position_embeddings_type": "relative_key",
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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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+ 3,
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+ 1,
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+ 1
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+ ],
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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": null,
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+ "xvector_output_dim": 512
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+ },
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+ "tie_word_embeddings": false,
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+ "transformers_version": "5.19.0.dev0"
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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:e1a24e0aa6c6faf516101cdf5d820a56c897c9a42fbd9eb923264c30938ca4be
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+ size 3877816
preprocessor_config.json ADDED
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+ {
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+ "feature_extractor_type": "NeuCodecFeatureExtractor",
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+ "feature_size": 80,
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+ "frame_length": 400,
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+ "frame_shift": 160,
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+ "hop_length": 320,
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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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+ "return_attention_mask": true,
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+ "sampling_rate": 16000,
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+ "stride": 2
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+ }