
This is the LoRA on llava-hf/llama3-llava-next-8b-hf, simple vision version of reproduce Mol-Instruct model, under the same dataset with full size text dataset, this is a text alignment reproduce version.
df019cb
verified
{ | |
"architectures": [ | |
"LlavaNextForConditionalGeneration" | |
], | |
"hidden_size": 4096, | |
"ignore_index": -100, | |
"image_grid_pinpoints": [ | |
[ | |
336, | |
672 | |
], | |
[ | |
672, | |
336 | |
], | |
[ | |
672, | |
672 | |
], | |
[ | |
1008, | |
336 | |
], | |
[ | |
336, | |
1008 | |
] | |
], | |
"image_seq_length": 576, | |
"image_token_index": 128256, | |
"model_type": "llava_next", | |
"multimodal_projector_bias": true, | |
"projector_hidden_act": "gelu", | |
"text_config": { | |
"_name_or_path": "meta-llama/Meta-Llama-3-8B-Instruct", | |
"architectures": [ | |
"LlamaForCausalLM" | |
], | |
"attention_bias": false, | |
"attention_dropout": 0.0, | |
"bos_token_id": 128000, | |
"eos_token_id": 128009, | |
"head_dim": 128, | |
"hidden_act": "silu", | |
"hidden_size": 4096, | |
"initializer_range": 0.02, | |
"intermediate_size": 14336, | |
"max_position_embeddings": 8192, | |
"mlp_bias": false, | |
"model_type": "llama", | |
"num_attention_heads": 32, | |
"num_hidden_layers": 32, | |
"num_key_value_heads": 8, | |
"pretraining_tp": 1, | |
"rms_norm_eps": 1e-05, | |
"rope_scaling": null, | |
"rope_theta": 500000.0, | |
"torch_dtype": "float16", | |
"use_cache": true, | |
"vocab_size": 128320 | |
}, | |
"tie_word_embeddings": false, | |
"torch_dtype": "float16", | |
"transformers_version": "4.50.0.dev0", | |
"use_cache": true, | |
"use_image_newline_parameter": true, | |
"vision_config": { | |
"attention_dropout": 0.0, | |
"hidden_act": "quick_gelu", | |
"hidden_size": 1024, | |
"image_size": 336, | |
"initializer_factor": 1.0, | |
"initializer_range": 0.02, | |
"intermediate_size": 4096, | |
"layer_norm_eps": 1e-05, | |
"model_type": "clip_vision_model", | |
"num_attention_heads": 16, | |
"num_channels": 3, | |
"num_hidden_layers": 24, | |
"patch_size": 14, | |
"projection_dim": 768, | |
"torch_dtype": "float16", | |
"vocab_size": 32000 | |
}, | |
"vision_feature_layer": -2, | |
"vision_feature_select_strategy": "default" | |
} | |