feat : Add Support of Qwen2.5Omni Model and MiniCPM-o-4_5 Model

examples/CMakeLists.txt

@@ -2,6 +2,8 @@ add_subdirectory(qwen2vl)
 add_subdirectory(qwen2vl_tracer)
 add_subdirectory(qwen2_5vl)
 add_subdirectory(qwen2_5vl_tracer)
+add_subdirectory(qwen2_5omni)
+add_subdirectory(minicpm_o45)
 add_subdirectory(llama)
 add_subdirectory(minicpm_o)
 add_subdirectory(minicpm4)

examples/minicpm_o45/CMakeLists.txt

@@ -0,0 +1,7 @@
+add_executable(mllm-minicpm-o45-runner main.cpp)
+target_link_libraries(mllm-minicpm-o45-runner PRIVATE MllmRT MllmCPUBackend)
+target_include_directories(mllm-minicpm-o45-runner PRIVATE ${MLLM_INCLUDE_DIR})
+
+add_executable(mllm-minicpm-o45-runner-python main_python.cpp)
+target_link_libraries(mllm-minicpm-o45-runner-python PRIVATE MllmRT MllmCPUBackend)
+target_include_directories(mllm-minicpm-o45-runner-python PRIVATE ${MLLM_INCLUDE_DIR})

examples/minicpm_o45/config_minicpm_o45.json

@@ -0,0 +1,285 @@
+{
+  "architectures": [
+    "MiniCPMO"
+  ],
+  "version": "4.5",
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "audio_chunk_length": 1.0,
+  "audio_config": {
+    "_attn_implementation_autoset": true,
+    "_name_or_path": "openai/whisper-medium",
+    "activation_dropout": 0.0,
+    "activation_function": "gelu",
+    "apply_spec_augment": false,
+    "architectures": [
+      "MiniCPMWhisperEncoder"
+    ],
+    "attention_dropout": 0.0,
+    "begin_suppress_tokens": [
+      220,
+      50257
+    ],
+    "bos_token_id": 50257,
+    "classifier_proj_size": 256,
+    "d_model": 1024,
+    "decoder_attention_heads": 16,
+    "decoder_ffn_dim": 4096,
+    "decoder_layerdrop": 0.0,
+    "decoder_layers": 24,
+    "decoder_start_token_id": 50258,
+    "dropout": 0.0,
+    "encoder_attention_heads": 16,
+    "encoder_ffn_dim": 4096,
+    "encoder_layerdrop": 0.0,
+    "encoder_layers": 24,
+    "eos_token_id": 50257,
+    "forced_decoder_ids": [
+      [
+        1,
+        50259
+      ],
+      [
+        2,
+        50359
+      ],
+      [
+        3,
+        50363
+      ]
+    ],
+    "init_std": 0.02,
+    "mask_feature_length": 10,
+    "mask_feature_min_masks": 0,
+    "mask_feature_prob": 0.0,
+    "mask_time_length": 10,
+    "mask_time_min_masks": 2,
+    "mask_time_prob": 0.05,
+    "max_length": 448,
+    "max_source_positions": 1500,
+    "max_target_positions": 448,
+    "median_filter_width": 7,
+    "model_type": "whisper",
+    "num_hidden_layers": 24,
+    "num_mel_bins": 80,
+    "pad_token_id": 50257,
+    "scale_embedding": false,
+    "suppress_tokens": [
+      1,
+      2,
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+    ],
+    "torch_dtype": "float32",
+    "use_cache": true,
+    "use_weighted_layer_sum": false,
+    "vocab_size": 51865
+  },
+  "audio_pool_step": 5,
+  "auto_map": {
+    "AutoConfig": "configuration_minicpmo.MiniCPMOConfig",
+    "AutoModel": "modeling_minicpmo.MiniCPMO",
+    "AutoModelForCausalLM": "modeling_minicpmo.MiniCPMO"
+  },
+  "batch_vision_input": true,
+  "bos_token_id": 151643,
+  "drop_vision_last_layer": false,
+  "eos_token_id": 151645,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "image_size": 448,
+  "init_audio": true,
+  "init_tts": true,
+  "init_vision": true,
+  "initializer_range": 0.02,
+  "intermediate_size": 12288,
+  "listen_speak_type": "asr",
+  "max_position_embeddings": 40960,
+  "max_window_layers": 36,
+  "model_type": "minicpmo",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 36,
+  "num_key_value_heads": 8,
+  "patch_size": 14,
+  "query_num": 64,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 1000000,
+  "slice_config": {
+    "max_slice_nums": 1,
+    "model_type": "minicpmv",
+    "patch_size": 14,
+    "scale_resolution": 448
+  },
+  "slice_mode": true,
+  "sliding_window": null,
+  "stream_input": true,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.51.0",
+  "tts_config": {
+    "_attn_implementation_autoset": true,
+    "attention_type": "full_attention",
+    "attn_implementation": "sdpa",
+    "audio_bos_token_id": 151687,
+    "audio_tokenizer_sample_rate": 16000,
+    "audio_tokenizer_type": "s3tokenizer",
+    "aug_layer_loss_weight": false,
+    "aug_loss_weight": false,
+    "backbone_model": "llama",
+    "condition_type": "hidden_text_merge",
+    "cosyvoice_config_path": null,
+    "cosyvoice_model_dir": null,
+    "filter_tts_loss": false,
+    "hidden_act": "silu",
+    "hidden_size": 768,
+    "interleaved": false,
+    "intermediate_size": 3072,
+    "llm_dim": 4096,
+    "llm_dim_model_base": 256,
+    "llm_down_scale": false,
+    "llm_hidden_size": 4096,
+    "llm_intermediate_size": 768,
+    "long_weight": 0.1,
+    "max_position_embeddings": 4096,
+    "model_type": "minicpmtts",
+    "normalize_projected_hidden": true,
+    "num_attention_heads": 12,
+    "num_audio_tokens": 6562,
+    "num_hidden_layers": 20,
+    "num_key_value_heads": 12,
+    "num_mel_bins": 100,
+    "num_text_tokens": 152064,
+    "num_vq": 1,
+    "projector_type": "mlp",
+    "recomputed_chunks": 1,
+    "s3_stream_chunk_size": 25,
+    "s3_stream_generate": false,
+    "s3_stream_n_timesteps": 10,
+    "s3_stream_prelook_size": 3,
+    "short_weight": 0.1,
+    "streaming": false,
+    "streaming_audio_chunk_size": 50,
+    "streaming_sliding_window": false,
+    "streaming_sliding_window_audio_frame_rate": 50,
+    "streaming_sliding_window_audio_init_text_length": 10,
+    "streaming_sliding_window_audio_window_size": 300,
+    "streaming_sliding_window_average_speed": 5,
+    "streaming_sliding_window_fast_speed": 7,
+    "streaming_sliding_window_max_text_len": 500,
+    "streaming_sliding_window_slow_speed": 3,
+    "streaming_sliding_window_text_window_size": 50,
+    "streaming_text_chunk_max": 7,
+    "streaming_text_chunk_min": 3,
+    "streaming_text_reserved_len": 300,
+    "text_eos_token_id": 151692,
+    "tts_filter_loss_fix": false,
+    "use_llm_hidden_state": false,
+    "use_text": true,
+    "window_size": 2
+  },
+  "use_cache": true,
+  "use_image_id": true,
+  "use_sliding_window": false,
+  "vision_batch_size": 16,
+  "vision_config": {
+    "_attn_implementation_autoset": true,
+    "attention_dropout": 0.0,
+    "hidden_act": "gelu_pytorch_tanh",
+    "hidden_size": 1152,
+    "image_size": 980,
+    "intermediate_size": 4304,
+    "layer_norm_eps": 1e-06,
+    "model_type": "siglip_vision_model",
+    "num_attention_heads": 16,
+    "num_channels": 3,
+    "num_hidden_layers": 27,
+    "patch_size": 14
+  },
+  "vocab_size": 151748
+}