Hugging Face's logo

Uni-MoE
/
Uni-MoE-speech-base

Text Generation
Transformers
PyTorch
llava
Inference Endpoints
Model card Files Community
Uni-MoE-speech-base
File size: 2,034 Bytes 
bf2b75d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "/path/to/Uni-MoE-speech-base",
  "architectures": [
    "LlavaLlamaForCausalLM"
  ],
  "bos_token_id": 1,
  "eos_token_id": 2,
  "freeze_mm_mlp_adapter": false,
  "freeze_mm_vision_resampler": false,
  "hidden_act": "silu",
  "hidden_size": 4096,
  "image_aspect_ratio": "pad",
  "initializer_range": 0.02,
  "intermediate_size": 11008,
  "language": "English",
  "local_files_only": false,
  "max_length": 4096,
  "max_position_embeddings": 4096,
  "mm_audio_hidden_size": 768,
  "mm_audio_select_feature": "patch",
  "mm_audio_select_layer": 0,
  "mm_audio_tower": "/path/to/whisper-small",
  "mm_hidden_size": 1024,
  "mm_projector_type": "mlp2x_gelu",
  "mm_query_tokens": true,
  "mm_resampler_type": null,
  "mm_use_im_patch_token": false,
  "mm_use_im_start_end": false,
  "mm_vision_select_feature": "patch",
  "mm_vision_select_layer": -2,
  "mm_vision_tower": "/path/to/clip-vit-large-patch14-336",
  "model_type": "llava_llama",
  "moe": true,
  "num_attention_heads": 32,
  "num_experts": 8,
  "num_experts_per_tok": 2,
  "moe_type": "dense",
  "ep_size": 8,
  "capacity_factor": 1.5,
  "lora_r": 8,
  "lora_alpha": 16,
  "image_expert_indices": [2, 3, 4, 6],
  "video_expert_indices": [2, 3, 4, 6],
  "audio_expert_indices": [0, 4, 5, 7],
  "use_fm_block": false,
  "use_flash_attn": false,
  "aux_balance_loss": true,
  "aux_balance_loss_coef": 0.01,
  "aux_multimodal_loss": false,
  "aux_multimodal_loss_coef": 0.01,
  "aux_kl_loss": false,
  "aux_kl_loss_coef": 0.01,
  "lora_dropout": 0.05,
  "num_hidden_layers": 32,
  "num_key_value_heads": 32,
  "pad_token_id": 0,
  "pretraining_tp": 1,
  "query_tokens_size": 50,
  "rms_norm_eps": 1e-05,
  "rope_scaling": null,
  "task": "transcribe",
  "tie_word_embeddings": false,
  "torch_dtype": "float32",
  "transformers_version": "4.31.0",
  "tune_mm_audio_aligner": true,
  "tune_mm_mlp_adapter": false,
  "tune_mm_vision_resampler": false,
  "unfreeze_mm_vision_tower": false,
  "use_cache": true,
  "use_mm_proj": true,
  "vocab_size": 32000
}