mirage-llama3.1-8.3B / config.json
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{
"_name_or_path": "/home/patrickwu/new_datasetvqa/datasetvqa_latest/checkpoints/MIRAGE_llava_llama3_qformer_final_20240929",
"architectures": [
"LlavaLlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 128000,
"eos_token_id": [
128001,
128008,
128009
],
"freeze_mm_mlp_adapter": false,
"hidden_act": "silu",
"hidden_size": 4096,
"image_aspect_ratio": "pad",
"initializer_range": 0.02,
"intermediate_size": 14336,
"max_position_embeddings": 131072,
"mlp_bias": false,
"mm_hidden_size": 1024,
"mm_patch_merge_type": "flat",
"mm_projector_lr": 2e-05,
"mm_projector_type": "mlp2x_gelu",
"mm_qformer": true,
"mm_reduce_token_method": "qformer_query_aware",
"mm_retriever": true,
"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": "openai/clip-vit-large-patch14-336",
"model_type": "llava_llama",
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 8,
"pretraining_tp": 1,
"qformer_encoder_hidden_size": 1024,
"qformer_hidden_size": 1024,
"qformer_intermediate_size": 1024,
"qformer_max_position_embeddings": 1024,
"qformer_num_attn_heads": 12,
"qformer_num_layers": 4,
"qformer_num_query_tokens": 32,
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 8.0,
"high_freq_factor": 4.0,
"low_freq_factor": 1.0,
"original_max_position_embeddings": 8192,
"rope_type": "llama3"
},
"rope_theta": 500000.0,
"tie_word_embeddings": false,
"tokenizer_model_max_length": 2048,
"tokenizer_padding_side": "right",
"torch_dtype": "float16",
"transformers_version": "4.43.1",
"tune_mm_mlp_adapter": false,
"use_cache": true,
"use_mm_proj": true,
"vocab_size": 128256
}