---
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_path
```
**examples**
| Image | Examples |
| --- | --- |
| | **What is the title of this book? answer briefly**
The title of the book is "The Little Book of Deep Learning".
**Where is the person standing? answer briefly**
The person is standing on the balcony.
**Describe the image**
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. |
| | **What type of food is the girl holding? answer briefly**
A hamburger!
**What color is the woman's hair? answer briefly**
It's white!
**Describe the image**
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. |
**acknowledgements**
- Liu et al. : [LLaVA](https://arxiv.org/abs/2304.08485)
- Moon et al. : [AnyMAL](https://arxiv.org/abs/2309.16058)
- vikhyatk : moondream, test images
```
.x+=:.
z` ^% .uef^"
.u . . '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 @%
` :"
```