{ "_name_or_path": "", "accept_hidden_layer": -1, "acoustic_delay": null, "add_cross_attention": false, "architectures": [ "RaonModel" ], "audio_encoder_config": { "_name_or_path": "", "activation_dropout": 0, "activation_function": "gelu", "add_cross_attention": false, "architectures": null, "attention_dropout": 0, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "conv_chunksize": 500, "cross_attention_hidden_size": null, "d_model": 1024, "decoder_start_token_id": null, "diversity_penalty": 0.0, "do_sample": false, "downsample_hidden_size": 480, "dropout": 0, "dtype": "bfloat16", "early_stopping": false, "encoder_attention_heads": 16, "encoder_ffn_dim": 4096, "encoder_layers": 24, "encoder_no_repeat_ngram_size": 0, "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "initializer_range": 0.02, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "length_penalty": 1.0, "max_length": 20, "max_source_positions": 1500, "min_length": 0, "model_type": "qwen3_omni_moe_audio_encoder", "n_window": 50, "n_window_infer": 800, "no_repeat_ngram_size": 0, "num_beam_groups": 1, "num_beams": 1, "num_hidden_layers": 24, "num_mel_bins": 128, "num_return_sequences": 1, "output_attentions": false, "output_dim": 2048, "output_hidden_states": false, "output_scores": false, "pad_token_id": 151679, "prefix": null, "problem_type": null, "pruned_heads": {}, "remove_invalid_values": false, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "sampling_rate": 24000, "scale_embedding": false, "sep_token_id": null, "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "tf_legacy_loss": false, "tie_encoder_decoder": false, "tie_word_embeddings": true, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torchscript": false, "typical_p": 1.0, "use_bfloat16": false }, "audio_tokenizer_config": { "_frame_rate": 12.5, "_name_or_path": "kyutai/mimi", "add_cross_attention": false, "architectures": [ "MimiModel" ], "attention_bias": false, "attention_dropout": 0.0, "audio_channels": 1, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "codebook_dim": 256, "codebook_size": 2048, "compress": 2, "cross_attention_hidden_size": null, "decoder_start_token_id": null, "dilation_growth_rate": 2, "diversity_penalty": 0.0, "do_sample": false, "dtype": "bfloat16", "early_stopping": false, "encoder_no_repeat_ngram_size": 0, "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "head_dim": 64, "hidden_act": "gelu", "hidden_size": 512, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "initializer_range": 0.02, "intermediate_size": 2048, "is_decoder": false, "is_encoder_decoder": false, "kernel_size": 7, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "last_kernel_size": 3, "layer_scale_initial_scale": 0.01, "length_penalty": 1.0, "max_length": 20, "max_position_embeddings": 8000, "min_length": 0, "model_type": "mimi", "no_repeat_ngram_size": 0, "norm_eps": 1e-05, "normalize": false, "num_attention_heads": 8, "num_beam_groups": 1, "num_beams": 1, "num_filters": 64, "num_hidden_layers": 8, "num_key_value_heads": 8, "num_quantizers": 32, "num_residual_layers": 1, "num_return_sequences": 1, "num_semantic_quantizers": 1, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "pad_mode": "constant", "pad_token_id": 151679, "prefix": null, "problem_type": null, "pruned_heads": {}, "remove_invalid_values": false, "repetition_penalty": 1.0, "residual_kernel_size": 3, "return_dict": true, "return_dict_in_generate": false, "rope_theta": 10000.0, "sampling_rate": 24000, "sep_token_id": null, "sliding_window": 250, "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "tf_legacy_loss": false, "tie_encoder_decoder": false, "tie_word_embeddings": true, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torchscript": false, "trim_right_ratio": 1.0, "typical_p": 1.0, "upsample_groups": 512, "upsampling_ratios": [ 8, 6, 5, 4 ], "use_bfloat16": true, "use_cache": false, "use_causal_conv": true, "use_conv_shortcut": false, "use_streaming": false, "vector_quantization_hidden_dimension": 256 }, "aut_is_causal": false, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "code_predictor_config": { "_name_or_path": "", "add_cross_attention": false, "architectures": null, "attention_bias": false, "attention_dropout": 0, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "cross_attention_hidden_size": null, "decoder_start_token_id": null, "diversity_penalty": 0.0, "do_sample": false, "dtype": "bfloat16", "early_stopping": false, "encoder_no_repeat_ngram_size": 0, "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "head_dim": 128, "hidden_act": "silu", "hidden_size": 1024, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "initializer_range": 0.02, "intermediate_size": 3072, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "layer_types": [ "full_attention", "full_attention", "full_attention", "full_attention", "full_attention" ], "length_penalty": 1.0, "max_length": 20, "max_position_embeddings": 32768, "max_window_layers": 28, "min_length": 0, "model_type": "qwen3_omni_moe_talker_code_predictor", "no_repeat_ngram_size": 0, "num_attention_heads": 16, "num_beam_groups": 1, "num_beams": 1, "num_code_groups": 16, "num_hidden_layers": 5, "num_key_value_heads": 8, "num_return_sequences": 1, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "pad_token_id": 151679, "prefix": null, "problem_type": null, "pruned_heads": {}, "remove_invalid_values": false, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "rms_norm_eps": 1e-06, "rope_scaling": null, "rope_theta": 1000000, "sep_token_id": null, "sliding_window": null, "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "tf_legacy_loss": false, "tie_encoder_decoder": false, "tie_word_embeddings": false, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torchscript": false, "typical_p": 1.0, "use_bfloat16": true, "use_cache": false, "use_sliding_window": false, "vocab_size": 2048 }, "cross_attention_hidden_size": null, "decoder_start_token_id": null, "depth_loss_weight": 0.25, "diversity_penalty": 0.0, "do_sample": false, "dtype": "bfloat16", "early_stopping": false, "encoder_no_repeat_ngram_size": 0, "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "hidden_size": null, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "input_adaptor_config": { "_name_or_path": "", "add_cross_attention": false, "architectures": null, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "cross_attention_hidden_size": null, "decoder_config": null, "decoder_start_token_id": null, "diversity_penalty": 0.0, "do_sample": false, "dtype": "bfloat16", "early_stopping": false, "encoder_no_repeat_ngram_size": 0, "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "hidden_size": null, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "input_size": 2048, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "length_penalty": 1.0, "max_length": 20, "min_length": 0, "model_type": "embedding_adaptor", "no_repeat_ngram_size": 0, "norm_eps": 1e-06, "num_beam_groups": 1, "num_beams": 1, "num_layers": 2, "num_return_sequences": 1, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "output_size": 4096, "output_time_scale": 1, "pad_token_id": null, "post_norm_init_scale": 0.02, "prefix": null, "problem_type": null, "pruned_heads": {}, "remove_invalid_values": false, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "sep_token_id": null, "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "tf_legacy_loss": false, "tie_encoder_decoder": false, "tie_word_embeddings": true, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torchscript": false, "typical_p": 1.0, "use_bfloat16": false, "use_post_norm": true }, "input_num_code_groups": null, "is_decoder": false, "is_encoder_decoder": false, "keys_to_ignore_at_inference": [ "past_key_values" ], "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "length_penalty": 1.0, "max_length": 20, "min_length": 0, "model_type": "raon", "no_repeat_ngram_size": 0, "num_beam_groups": 1, "num_beams": 1, "num_return_sequences": 1, "num_talker_layers": 4, "output_adaptor_config": { "_name_or_path": "", "add_cross_attention": false, "architectures": null, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "cross_attention_hidden_size": null, "decoder_config": null, "decoder_start_token_id": null, "diversity_penalty": 0.0, "do_sample": false, "dtype": "bfloat16", "early_stopping": false, "encoder_no_repeat_ngram_size": 0, "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "hidden_size": null, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "input_size": 512, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "length_penalty": 1.0, "max_length": 20, "min_length": 0, "model_type": "embedding_adaptor", "no_repeat_ngram_size": 0, "norm_eps": 1e-06, "num_beam_groups": 1, "num_beams": 1, "num_layers": 2, "num_return_sequences": 1, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "output_size": 4096, "output_time_scale": 1, "pad_token_id": null, "post_norm_init_scale": 0.02, "prefix": null, "problem_type": null, "pruned_heads": {}, "remove_invalid_values": false, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "sep_token_id": null, "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "tf_legacy_loss": false, "tie_encoder_decoder": false, "tie_word_embeddings": true, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torchscript": false, "typical_p": 1.0, "use_bfloat16": false, "use_post_norm": true }, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "pad_token_id": 151679, "prefix": null, "problem_type": null, "proj_code_bias": true, "pruned_heads": {}, "remove_invalid_values": false, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "sep_token_id": null, "speaker_encoder_config": { "_name_or_path": "", "add_cross_attention": false, "architectures": null, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "cross_attention_hidden_size": null, "decoder_start_token_id": null, "diversity_penalty": 0.0, "do_sample": false, "dtype": null, "early_stopping": false, "encoder_no_repeat_ngram_size": 0, "encoder_type": "ecapa_tdnn", "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "frame_rate": 12.5, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "input_size": 512, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "length_penalty": 1.0, "max_length": 20, "max_seconds": 10.0, "min_length": 0, "min_seconds": 2.0, "model_type": "speaker_encoder", "no_repeat_ngram_size": 0, "num_beam_groups": 1, "num_beams": 1, "num_heads": 8, "num_return_sequences": 1, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "output_size": 4096, "pad_token_id": null, "prefix": null, "pretrained_dim": 192, "pretrained_model_id": "speechbrain/spkrec-ecapa-voxceleb", "problem_type": null, "pruned_heads": {}, "remove_invalid_values": false, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "sep_token_id": null, "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "tf_legacy_loss": false, "tie_encoder_decoder": false, "tie_word_embeddings": true, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torchscript": false, "typical_p": 1.0, "use_bfloat16": false }, "supports_audio_input": true, "supports_audio_output": true, "suppress_tokens": null, "talker_config": { "_name_or_path": "", "add_cross_attention": false, "architectures": null, "attention_bias": false, "attention_dropout": 0.0, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "cross_attention_hidden_size": null, "decoder_start_token_id": null, "diversity_penalty": 0.0, "do_sample": false, "dtype": null, "early_stopping": false, "encoder_no_repeat_ngram_size": 0, "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "head_dim": 128, "hidden_act": "silu", "hidden_size": 2048, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "initializer_range": 0.02, "intermediate_size": 6144, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "layer_types": [ "full_attention", "full_attention", "full_attention", "full_attention" ], "length_penalty": 1.0, "max_length": 20, "max_position_embeddings": 32768, "max_window_layers": 28, "min_length": 0, "model_type": "qwen3", "no_repeat_ngram_size": 0, "num_attention_heads": 16, "num_beam_groups": 1, "num_beams": 1, "num_hidden_layers": 4, "num_key_value_heads": 8, "num_return_sequences": 1, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "pad_token_id": 151679, "prefix": null, "problem_type": null, "pruned_heads": {}, "remove_invalid_values": false, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "rms_norm_eps": 1e-06, "rope_scaling": null, "rope_theta": 10000.0, "sep_token_id": null, "sliding_window": null, "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "tf_legacy_loss": false, "tie_encoder_decoder": false, "tie_word_embeddings": false, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torchscript": false, "typical_p": 1.0, "use_bfloat16": false, "use_cache": true, "use_sliding_window": false, "vocab_size": 153723 }, "task_specific_params": null, "temperature": 1.0, "text_model_config": { "_name_or_path": "", "add_cross_attention": false, "architectures": [ "Qwen3ForCausalLM" ], "attention_bias": false, "attention_dropout": 0.0, "bad_words_ids": null, "begin_suppress_tokens": null, "bos_token_id": null, "chunk_size_feed_forward": 0, "cross_attention_hidden_size": null, "decoder_start_token_id": null, "diversity_penalty": 0.0, "do_sample": false, "dtype": "bfloat16", "early_stopping": false, "encoder_no_repeat_ngram_size": 0, "eos_token_id": null, "exponential_decay_length_penalty": null, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "head_dim": 128, "hidden_act": "silu", "hidden_size": 4096, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "initializer_range": 0.02, "intermediate_size": 12288, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "layer_types": [ "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention", "full_attention" ], "length_penalty": 1.0, "max_length": 20, "max_position_embeddings": 262144, "max_window_layers": 36, "min_length": 0, "model_type": "qwen3", "no_repeat_ngram_size": 0, "num_attention_heads": 32, "num_beam_groups": 1, "num_beams": 1, "num_hidden_layers": 36, "num_key_value_heads": 8, "num_return_sequences": 1, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "pad_token_id": null, "prefix": null, "problem_type": null, "pruned_heads": {}, "remove_invalid_values": false, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "rms_norm_eps": 1e-06, "rope_scaling": null, "rope_theta": 5000000, "sep_token_id": null, "sliding_window": null, "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "tf_legacy_loss": false, "tie_encoder_decoder": false, "tie_word_embeddings": false, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torchscript": false, "typical_p": 1.0, "use_bfloat16": true, "use_cache": true, "use_sliding_window": false, "vocab_size": 153723 }, "tf_legacy_loss": false, "thinker_to_talker_intermediate_size": 6144, "thinker_to_talker_pre_norm": false, "thinker_to_talker_projection_mode": "mlp", "tie_encoder_decoder": false, "tie_word_embeddings": true, "tokenizer_class": null, "top_k": 50, "top_p": 1.0, "torchscript": false, "transformers_version": "4.57.3", "typical_p": 1.0, "use_bfloat16": false, "use_duplex_end_pad": false, "use_inline_text_prediction": false, "auto_map": { "AutoConfig": "configuration_raon.RaonConfig", "AutoModel": "modeling_raon.RaonModel", "AutoModelForCausalLM": "modeling_raon.RaonModel" } }