|
--- |
|
language: |
|
- en |
|
license: apache-2.0 |
|
--- |
|
|
|
# FOR HF VERSION: https://huggingface.co/qresearch/llama-3-vision-alpha-hf |
|
# 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 -r requirements.txt |
|
``` |
|
|
|
``` |
|
python __main__.py -i image_path |
|
``` |
|
|
|
**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. | |
|
|
|
**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 . . <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 @% |
|
` :" |
|
``` |