{ "architectures": [ "Qwen2_5OmniForConditionalGeneration" ], "dtype": "float32", "enable_audio_output": true, "model_type": "qwen2_5_omni", "talker_config": { "attention_dropout": 0.0, "audio_end_token_id": 23, "audio_start_token_id": 22, "audio_token_index": 10, "embedding_size": 32, "head_dim": 8, "hidden_act": "silu", "hidden_size": 32, "image_token_index": 11, "initializer_range": 0.02, "intermediate_size": 37, "layer_types": [ "full_attention", "full_attention" ], "max_position_embeddings": 32768, "max_window_layers": 28, "model_type": "qwen2_5_omni_talker", "num_attention_heads": 4, "num_hidden_layers": 2, "num_key_value_heads": 4, "position_id_per_seconds": 25, "rms_norm_eps": 1e-06, "rope_scaling": { "mrope_section": [ 1, 1, 2 ], "rope_type": "default", "type": "default" }, "rope_theta": 1000000.0, "seconds_per_chunk": 2, "sliding_window": null, "spatial_merge_size": 2, "tts_codec_end_token_id": 17, "tts_codec_mask_token_id": 19, "tts_codec_pad_token_id": 18, "tts_codec_start_token_id": 16, "tts_text_end_token_id": 14, "tts_text_pad_token_id": 50, "tts_text_start_token_id": 13, "use_cache": true, "use_sliding_window": false, "video_token_index": 12, "vision_end_token_id": 21, "vision_start_token_id": 20, "vocab_size": 99 }, "thinker_config": { "audio_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, "cross_attention_hidden_size": null, "d_model": 32, "decoder_start_token_id": null, "diversity_penalty": 0.0, "do_sample": false, "dropout": 0, "dtype": null, "early_stopping": false, "encoder_attention_heads": 4, "encoder_ffn_dim": 32, "encoder_layers": 2, "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": "qwen2_5_omni_audio_encoder", "n_window": 100, "no_repeat_ngram_size": 0, "num_beam_groups": 1, "num_beams": 1, "num_hidden_layers": 2, "num_mel_bins": 20, "num_return_sequences": 1, "output_attentions": false, "output_dim": 32, "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, "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_end_token_id": 151648, "audio_start_token_id": 151647, "audio_token_index": 151646, "image_token_index": 151655, "initializer_range": 0.02, "model_type": "qwen2_5_omni_thinker", "position_id_per_seconds": 25, "seconds_per_chunk": 2, "text_config": { "_name_or_path": "", "add_cross_attention": false, "architectures": null, "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, "hidden_act": "silu", "hidden_size": 32, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "initializer_range": 0.02, "intermediate_size": 37, "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": 1024, "max_window_layers": 3, "min_length": 0, "model_type": "qwen2_5_omni_text", "no_repeat_ngram_size": 0, "num_attention_heads": 4, "num_beam_groups": 1, "num_beams": 1, "num_hidden_layers": 4, "num_key_value_heads": 2, "num_return_sequences": 1, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "pad_token_id": 0, "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": { "mrope_section": [ 1, 1, 2 ], "rope_type": "default", "type": "default" }, "rope_theta": 1000000.0, "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": 152064 }, "user_token_id": 872, "video_token_index": 151656, "vision_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, "depth": 2, "diversity_penalty": 0.0, "do_sample": false, "dtype": null, "early_stopping": false, "embed_dim": 32, "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, "fullatt_block_indexes": [ 0 ], "hidden_act": "quick_gelu", "hidden_size": 32, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "in_channels": 3, "initializer_range": 0.02, "intermediate_size": 24, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "length_penalty": 1.0, "max_length": 20, "min_length": 0, "mlp_ratio": 4, "model_type": "qwen2_5_omni_vision_encoder", "no_repeat_ngram_size": 0, "num_beam_groups": 1, "num_beams": 1, "num_heads": 4, "num_return_sequences": 1, "out_hidden_size": 32, "output_attentions": false, "output_hidden_states": false, "output_scores": false, "pad_token_id": null, "patch_size": 14, "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, "spatial_merge_size": 2, "suppress_tokens": null, "task_specific_params": null, "temperature": 1.0, "temporal_patch_size": 2, "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, "window_size": 112 }, "vision_end_token_id": 151653, "vision_start_token_id": 151652 }, "token2wav_config": { "bigvgan_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, "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" }, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "length_penalty": 1.0, "max_length": 20, "mel_dim": 80, "min_length": 0, "model_type": "qwen2_5_omni_bigvgan", "no_repeat_ngram_size": 0, "num_beam_groups": 1, "num_beams": 1, "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, "resblock_dilation_sizes": [ [ 1, 3, 5 ], [ 1, 3, 5 ] ], "resblock_kernel_sizes": [ 3, 7 ], "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, "upsample_initial_channel": 8, "upsample_kernel_sizes": [ 4, 4 ], "upsample_rates": [ 2, 2 ], "use_bfloat16": false }, "dit_config": { "_name_or_path": "", "add_cross_attention": false, "architectures": null, "bad_words_ids": null, "begin_suppress_tokens": null, "block_size": 24, "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, "dropout": 0.1, "dtype": null, "early_stopping": false, "emb_dim": 32, "enc_attention_channels": 8, "enc_channels": [ 8, 8, 8 ], "enc_dilations": [ 1, 1, 1 ], "enc_dim": 64, "enc_emb_dim": 192, "enc_kernel_sizes": [ 3, 3, 1 ], "enc_res2net_scale": 2, "enc_se_channels": 8, "encoder_no_repeat_ngram_size": 0, "eos_token_id": null, "exponential_decay_length_penalty": null, "ff_mult": 1, "finetuning_task": null, "forced_bos_token_id": null, "forced_eos_token_id": null, "head_dim": 8, "hidden_size": 32, "id2label": { "0": "LABEL_0", "1": "LABEL_1" }, "is_decoder": false, "is_encoder_decoder": false, "label2id": { "LABEL_0": 0, "LABEL_1": 1 }, "length_penalty": 1.0, "look_ahead_layers": [ 1 ], "look_backward_layers": [ 0 ], "max_length": 20, "max_position_embeddings": 32768, "mel_dim": 80, "min_length": 0, "model_type": "qwen2_5_omni_dit", "no_repeat_ngram_size": 0, "num_attention_heads": 4, "num_beam_groups": 1, "num_beams": 1, "num_embeds": 99, "num_hidden_layers": 23, "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, "repeats": 1, "repetition_penalty": 1.0, "return_dict": true, "return_dict_in_generate": false, "rope_theta": 10000.0, "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 }, "model_type": "qwen2_5_omni_token2wav" }, "transformers_version": "4.57.0.dev0" }