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DynMoE-Phi-2-2.7B

Image-Text-to-Text
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moe_llava_phi
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DynMoE-Phi-2-2.7B
File size: 2,234 Bytes 
32a51df
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "_name_or_path": "./checkpoints/MoE-LLaVA-Phi2-Stage2",
  "architectures": [
    "MoELLaVAPhiForCausalLM"
  ],
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "microsoft/phi-2--configuration_phi.PhiConfig",
    "AutoModelForCausalLM": "microsoft/phi-2--modeling_phi.PhiForCausalLM"
  },
  "bos_token_id": null,
  "embd_pdrop": 0.0,
  "eos_token_id": null,
  "freeze_mm_mlp_adapter": false,
  "hidden_act": "gelu_new",
  "hidden_size": 2560,
  "image_aspect_ratio": "pad",
  "image_projector_type": "mlp2x_gelu",
  "initializer_range": 0.02,
  "intermediate_size": 10240,
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 2048,
  "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_phi",
  "moe": {
    "capacity_factor": 1.5,
    "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,
      24,
      26,
      28,
      30
    ],
    "moe_mode": "sparse",
    "num_experts": [
      4,
      4,
      4,
      4,
      4,
      4,
      4,
      4,
      4,
      4,
      4,
      4,
      4,
      4,
      4,
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    ],
    "router_aux_loss_coef": 0.01,
    "top_k_experts": -1,
    "train_modules": [
      "fc1",
      "fc2",
      "wg"
    ],
    "use_residual": false
  },
  "num_attention_heads": 32,
  "num_hidden_layers": 32,
  "num_key_value_heads": 32,
  "pad_token_id": 50295,
  "partial_rotary_factor": 0.4,
  "qk_layernorm": false,
  "resid_pdrop": 0.1,
  "rope_scaling": null,
  "rope_theta": 10000.0,
  "tie_word_embeddings": false,
  "tokenizer_padding_side": "right",
  "torch_dtype": "bfloat16",
  "transformers_version": "4.37.0",
  "tune_mm_mlp_adapter": false,
  "use_cache": true,
  "use_mm_proj": true,
  "video_global_proj": false,
  "video_projector_type": "linear",
  "video_spatial_proj": false,
  "video_temproal_proj": false,
  "vocab_size": 51200
}