Uni-MoE-speech-base / 8config.json
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{
"_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
}