Hugging Face's logo

Merjia
/
SenseNova-U1-8B-MoT

Any-to-Any
Transformers
Safetensors
neo_chat
feature-extraction
multimodal
text-to-image
image-to-text
image-editing
interleaved-generation
custom_code
Model card Files
xet
 Community
SenseNova-U1-8B-MoT
File size: 2,631 Bytes
5b442e6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
{
  "architectures": [
    "NEOChatModel"
  ],
  "auto_map": {
    "AutoConfig": "configuration_neo_chat.NEOChatConfig",
    "AutoModel": "modeling_neo_chat.NEOChatModel",
    "AutoModelForCausalLM": "modeling_neo_chat.NEOChatModel"
  },
  "downsample_ratio": 0.5,
  "eos_token_id": 151645,
  "llm_config": {
    "_name_or_path": null,
    "architectures": [
      "Qwen3ForCausalLM"
    ],
    "attention_bias": false,
    "attention_dropout": 0.0,
    "bos_token_id": 151643,
    "eos_token_id": 151645,
    "head_dim": 128,
    "hidden_act": "silu",
    "hidden_size": 4096,
    "intermediate_size": 12288,
    "max_position_embeddings": 262144,
    "max_position_embeddings_hw": 10000,
    "max_window_layers": 42,
    "model_type": "qwen3",
    "num_attention_heads": 32,
    "num_hidden_layers": 42,
    "num_key_value_heads": 8,
    "rms_norm_eps": 1e-06,
    "rope_scaling": null,
    "rope_theta": 5000000.0,
    "rope_theta_hw": 10000.0,
    "sliding_window": null,
    "torch_dtype": "bfloat16",
    "use_cache": false,
    "use_deepep": false,
    "use_sliding_window": false,
    "vocab_size": 151936,
    "pure_llm": false
  },
  "model_type": "neo_chat",
  "pad_token_id": 151643,
  "template": "neo1_0",
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.37.2",
  "use_backbone_lora": 0,
  "use_llm_lora": 0,
  "min_pixels": 65536,
  "max_pixels": 16777216,
  "patch_size": 16,
  "timestep_shift": 1.0,
  "time_schedule": "standard",
  "time_shift_type": "exponential",
  "base_shift": 0.5,
  "max_shift": 1.15,
  "base_image_seq_len": 64,
  "max_image_seq_len": 4096,
  "noise_scale_mode": "resolution",
  "noise_scale_base_image_seq_len": 64,
  "add_noise_scale_embedding": true,
  "noise_scale_max_value": 8.0,
  "noise_scale": 1.0,
  "P_mean": -0.8,
  "P_std": 0.8,
  "t_eps": 0.05,
  "fm_head_dim": 1536,
  "fm_head_layers": 2,
  "fm_head_mlp_ratio": 1,
  "extra_num_layers_post": 0,
  "concat_time_token_num": 0,
  "use_pixel_head": false,
  "use_adaLN": false,
  "vision_config": {
    "architectures": [
      "NEOVisionModel"
    ],
    "attention_dropout": 0.0,
    "auto_map": {
      "AutoConfig": "configuration_neo_vit.NEOVisionConfig",
      "AutoModel": "modeling_neo_vit.NEOVisionModel"
    },
    "llm_hidden_size": 4096,
    "downsample_ratio": 0.5,
    "hidden_size": 1024,
    "model_type": "neo_vision",
    "rope_theta_vision": 10000.0,
    "max_position_embeddings_vision": 10000,
    "num_channels": 3,
    "patch_size": 16,
    "torch_dtype": "bfloat16",
    "transformers_version": "4.37.2",
    "min_pixels": 65536,
    "max_pixels": 16777216
  }
}