| { | |
| "model_type": "fusion-embedding-connector", | |
| "adapter_rank": 384, | |
| "d_resampler": 384, | |
| "n_query": 64, | |
| "d_llm": 2048, | |
| "mrl_dims": [ | |
| 2048, | |
| 1536, | |
| 1024, | |
| 512, | |
| 256, | |
| 128, | |
| 64 | |
| ], | |
| "trained_params": 60552832, | |
| "protocol": { | |
| "text_query_template": "<|im_start|>system\n{instruction}<|im_end|>\n<|im_start|>user\n{text}<|im_end|>\n<|im_start|>assistant\n", | |
| "image_doc_template": "<|im_start|>system\nRepresent the user's input.<|im_end|>\n<|im_start|>user\n<|vision_start|><|image_pad|><|vision_end|><|im_end|>\n<|im_start|>assistant\n", | |
| "default_query_instruction": "Retrieve images or text relevant to the user's query.", | |
| "pooling": "last non-pad token", | |
| "cross_modal_readout": "per-modality mean-centering recommended (see inference.center)" | |
| }, | |
| "benchmarks": { | |
| "audiocaps_883_minrank5": { | |
| "a2t_R@1": 0.333, | |
| "a2t_R@5": 0.646, | |
| "a2t_R@10": 0.785, | |
| "a2t_mAP@10": 0.255, | |
| "t2a_R@1": 0.297, | |
| "t2a_R@5": 0.653, | |
| "t2a_R@10": 0.782, | |
| "t2a_mAP@10": 0.445 | |
| }, | |
| "maeb_audio_only_19_mean": 0.4536, | |
| "maeb_rank": "8 of 14 (full-coverage)", | |
| "speechcommands_zeroshot": 0.894, | |
| "ravdess_zeroshot": 0.211 | |
| }, | |
| "d_audio": 3584, | |
| "resampler_depth": 6, | |
| "resampler_heads": 8, | |
| "resampler_ffn_mult": 4, | |
| "resampler_dropout": 0.0, | |
| "adapter_act": "silu", | |
| "mrl_default": 1024, | |
| "audio_pad_id": 151654, | |
| "eos_id": 151645, | |
| "pad_id": 151643, | |
| "audio_pad_token": "<|audio_pad|>", | |
| "base_model": "Qwen/Qwen3-VL-Embedding-2B", | |
| "audio_model": "Qwen/Qwen2.5-Omni-7B", | |
| "max_text_tokens": 512, | |
| "n_decoder_layers": 28, | |
| "architectures": [ | |
| "FusionEmbeddingModel" | |
| ], | |
| "auto_map": { | |
| "AutoConfig": "configuration_fusion_embedding.FusionEmbeddingConfig", | |
| "AutoModel": "modeling_fusion_embedding.FusionEmbeddingModel" | |
| }, | |
| "base_4bit": false, | |
| "version": "v0.3-preview" | |
| } |