MoE-LLaVA-Qwen-1.8B-4e / config.json
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{
"_name_or_path": "./checkpoints/llava-qwen-2b-otherdata-V",
"architectures": [
"MoELLaVAQWenForCausalLM"
],
"attn_dropout_prob": 0.0,
"auto_map": {
"AutoConfig": "Qwen/Qwen-1_8B--configuration_qwen.QWenConfig",
"AutoModelForCausalLM": "Qwen/Qwen-1_8B--modeling_qwen.QWenLMHeadModel"
},
"bf16": false,
"emb_dropout_prob": 0.0,
"fp16": true,
"fp32": false,
"freeze_mm_mlp_adapter": false,
"hidden_size": 2048,
"image_aspect_ratio": "pad",
"image_projector_type": "mlp2x_gelu",
"initializer_range": 0.02,
"intermediate_size": 11008,
"kv_channels": 128,
"layer_norm_epsilon": 1e-06,
"max_position_embeddings": 8192,
"mm_hidden_size": 1024,
"mm_image_tower": "openai/clip-vit-large-patch14-336",
"mm_projector_lr": null,
"mm_use_im_patch_token": false,
"mm_use_im_start_end": false,
"mm_video_tower": null,
"mm_vision_select_feature": "patch",
"mm_vision_select_layer": -2,
"model_type": "moe_llava_qwen",
"moe": {
"capacity_factor": 1.0,
"ep_size": 1,
"eval_capacity_factor": 2.0,
"min_capacity": 0,
"moe_enable": true,
"moe_layers_idx": [
0,
2,
4,
6,
8,
10,
12,
14,
16,
18,
20,
22
],
"moe_mode": "sparse",
"num_experts": [
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4,
4
],
"router_aux_loss_coef": 0.01,
"top_k_experts": 2,
"train_modules": [
"mlp.w1",
"mlp.w2",
"mlp.c_proj",
"wg"
],
"use_residual": false
},
"no_bias": true,
"num_attention_heads": 16,
"num_hidden_layers": 24,
"onnx_safe": null,
"rotary_emb_base": 10000,
"rotary_pct": 1.0,
"scale_attn_weights": true,
"seq_length": 8192,
"softmax_in_fp32": false,
"tie_word_embeddings": false,
"tokenizer_class": "QWenTokenizer",
"tokenizer_padding_side": "right",
"torch_dtype": "float16",
"transformers_version": "4.31.0",
"tune_mm_mlp_adapter": false,
"use_cache": true,
"use_cache_kernel": false,
"use_cache_quantization": false,
"use_dynamic_ntk": true,
"use_flash_attn": false,
"use_logn_attn": true,
"use_mm_proj": true,
"video_global_proj": false,
"video_projector_type": "linear",
"video_spatial_proj": false,
"video_temproal_proj": false,
"vocab_size": 151936
}