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HumanOmniV2

Video-Text-to-Text
Transformers
Safetensors
qwen2_5_omni_thinker
text-generation
Model card Files
xet
Community
2
HumanOmniV2
File size: 2,784 Bytes 
2857445
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "architectures": [
    "Qwen2_5OmniThinkerForConditionalGeneration"
  ],
  "audio_config": {
    "_attn_implementation_autoset": true,
    "activation_dropout": 0.0,
    "activation_function": "gelu",
    "attention_dropout": 0.0,
    "d_model": 1280,
    "dropout": 0.0,
    "encoder_attention_heads": 20,
    "encoder_ffn_dim": 5120,
    "encoder_layerdrop": 0.0,
    "encoder_layers": 32,
    "init_std": 0.02,
    "initializer_range": 0.02,
    "max_source_positions": 1500,
    "model_type": "qwen2_5_omni_audio_encoder",
    "n_window": 100,
    "num_hidden_layers": 32,
    "num_mel_bins": 128,
    "output_dim": 3584,
    "scale_embedding": false,
    "torch_dtype": "bfloat16"
  },
  "audio_end_token_id": 151648,
  "audio_start_token_id": 151647,
  "audio_token_index": 151646,
  "bos_token_id": 151644,
  "eos_token_id": 151645,
  "ignore_index": -100,
  "image_token_index": 151655,
  "init_std": 0.02,
  "initializer_range": 0.02,
  "model_type": "qwen2_5_omni_thinker",
  "pad_token_id": 151643,
  "position_id_per_seconds": 25,
  "seconds_per_chunk": 2,
  "text_config": {
    "attention_dropout": 0.0,
    "hidden_act": "silu",
    "hidden_size": 3584,
    "init_std": 0.02,
    "initializer_range": 0.02,
    "intermediate_size": 18944,
    "max_position_embeddings": 32768,
    "max_window_layers": 28,
    "model_type": "qwen2_5_omni_text",
    "num_attention_heads": 28,
    "num_hidden_layers": 28,
    "num_key_value_heads": 4,
    "rms_norm_eps": 1e-06,
    "rope_scaling": {
      "mrope_section": [
        16,
        24,
        24
      ],
      "rope_type": "default",
      "type": "default"
    },
    "rope_theta": 1000000.0,
    "sliding_window": 32768,
    "torch_dtype": "bfloat16",
    "use_cache": true,
    "use_sliding_window": false,
    "vocab_size": 152064
  },
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.52.0.dev0",
  "use_cache": false,
  "use_mrope": false,
  "user_token_id": 872,
  "video_token_index": 151656,
  "vision_config": {
    "_attn_implementation_autoset": true,
    "depth": 32,
    "embed_dim": 1280,
    "fullatt_block_indexes": [
      7,
      15,
      23,
      31
    ],
    "hidden_act": "silu",
    "hidden_size": 1280,
    "in_channels": 3,
    "in_chans": 3,
    "init_std": 0.02,
    "initializer_range": 0.02,
    "intermediate_size": 3420,
    "model_type": "qwen2_5_omni_vision_encoder",
    "num_heads": 16,
    "out_hidden_size": 3584,
    "patch_size": 14,
    "spatial_merge_size": 2,
    "spatial_patch_size": 14,
    "temporal_patch_size": 2,
    "tokens_per_second": 25,
    "torch_dtype": "bfloat16",
    "window_size": 112
  },
  "vision_end_token_id": 151653,
  "vision_start_token_id": 151652,
  "vision_token_id": 151654,
  "vocab_size": 152064
}