tabtoyou commited on
Commit
9ae177c
1 Parent(s): 489b903

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +18 -0
README.md CHANGED
@@ -1,3 +1,21 @@
1
  ---
2
  license: cc-by-nc-4.0
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  ---
2
  license: cc-by-nc-4.0
3
  ---
4
+ KoLLaVA : Korean Large Language and Vision Assistant (feat. LLaVA)
5
+ This model is a large multimodal model (LMM) that combines the LLM(LLaMA-2-7b-ko) with visual encoder of CLIP(ViT-14), trained on Korean visual-instruction dataset using QLoRA.
6
+
7
+ Detail codes are available at [KoLLaVA](https://github.com/tabtoyou/KoLLaVA/tree/main) github repository
8
+
9
+ Training hyperparameters
10
+ learning rate : 2e-4
11
+ train_batch_size: 16
12
+ distributed_type: multi-GPU (RTX3090 24G)
13
+ num_devices: 4
14
+ gradient_accumulation_steps: 2
15
+ total_train_batch_size: 128
16
+ total_eval_batch_size: 4
17
+ lr_scheduler_type: cosine
18
+ num_epochs: 1
19
+ lora_enable: True
20
+ bits: 4
21
+ Model License: cc-by-nc-4.0