---
language:
- en
---

# llama3-vision-alpha

projection module trained to add vision capabilties to Llama 3 using SigLIP. built by [@yeswondwerr](https://x.com/yeswondwerr) and [@qtnx_](https://x.com/qtnx_)

**usage**

```
pip install torch transformers bitsandbytes accelerate
```

```
python __main__.py -i image
```

**examples**

| Image | Examples |
| --- | --- |
| <img src="assets/demo-1.jpg" width="200"/> | **What is the title of this book? answer briefly**<br>The title of the book is "The Little Book of Deep Learning".<br><br>**Where is the person standing? answer briefly**<br>The person is standing on the balcony.<br><br>**Describe the image**<br>The image shows a person holding a book with a cityscape visible through the window behind them. The book has a cover with a title that reads "The Little Book of Deep Learning" in bold letters. |
| <img src="assets/demo-2.jpg" width="200"/> | **What type of food is the girl holding? answer briefly**<br>A hamburger!<br><br>**What color is the woman's hair? answer briefly**<br>It's white!<br><br>**Describe the image**<br>The image is of a young girl with short, curly hair and a sweet smile, holding a giant hamburger in her hand. She's sitting at a table with a festive dinner setting, surrounded by candles and a warm glow. Her eyes are shining with excitement and contentment as she takes a big bite of the burger. |

```
                                       .x+=:.                                                             
                                      z`    ^%                                                  .uef^"    
               .u    .                   .   <k                           .u    .             :d88E       
    .u@u     .d88B :@8c       .u       .@8Ned8"      .u          u      .d88B :@8c        .   `888E       
 .zWF8888bx ="8888f8888r   ud8888.   .@^%8888"    ud8888.     us888u.  ="8888f8888r  .udR88N   888E .z8k  
.888  9888    4888>'88"  :888'8888. x88:  `)8b. :888'8888. .@88 "8888"   4888>'88"  <888'888k  888E~?888L 
I888  9888    4888> '    d888 '88%" 8888N=*8888 d888 '88%" 9888  9888    4888> '    9888 'Y"   888E  888E 
I888  9888    4888>      8888.+"     %8"    R88 8888.+"    9888  9888    4888>      9888       888E  888E 
I888  9888   .d888L .+   8888L        @8Wou 9%  8888L      9888  9888   .d888L .+   9888       888E  888E 
`888Nx?888   ^"8888*"    '8888c. .+ .888888P`   '8888c. .+ 9888  9888   ^"8888*"    ?8888u../  888E  888E 
 "88" '888      "Y"       "88888%   `   ^"F      "88888%   "888*""888"     "Y"       "8888P'  m888N= 888> 
       88E                  "YP'                   "YP'     ^Y"   ^Y'                  "P'     `Y"   888  
       98>                                                                                          J88"  
       '8                                                                                           @%    
        `                                                                                         :"      
```