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README.md
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# Φ Pheye - a family of efficient small vision-language models
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- These models train a fraction of the number of parameters other models of similar sizes train
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| MoE-LLaVA-2.7B×4 | 336 | 5.3B | 5.9M | 77.1 | - | 50.2 | - |
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| moondream1 | 384 | 1.86B | 3.9M | 74.7 | - | 35.6 |
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| moondream2 | 384 | 1.86B | - | 77.7 | 92.5 | 49.7 | 120.2 |
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| [Pheye-x4 🤗](https://huggingface.co/miguelcarv/Pheye-x4-448) | 448 | 295M | 2.9M | 75.2 | 110.
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| [Pheye-x4 🤗](https://huggingface.co/miguelcarv/Pheye-x4-672) | 672 | 295M | 2.9M | 75.5 | 110.8 | 49.2 | 111.9 |
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| [Pheye-x2 🤗](https://huggingface.co/miguelcarv/Pheye-x2-448) | 448 | 578M | 2.9M | 76.0 | 111.8 | 47.3 | 108.9 |
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| [Pheye-x2 🤗](https://huggingface.co/miguelcarv/Pheye-x2-672) | 672 | 578M | 2.9M | 76.4 | 110.5 | 50.5 | 115.9 |
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## Examples
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| Image | Example
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| ----------------------------------------------------------------------------------------- |
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| <img src="https://c5.staticflickr.com/6/5463/17191308944_ae0b20bb7e_o.jpg" width="500"/> | **How much do these popcorn packets
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| <img src="https://farm2.staticflickr.com/2708/5836100440_6e1117d36f_o.jpg" width="500"/> | **Can I pet that dog?**<br>No, you cannot pet the dog in the image.
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| <img src="
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\* Generated by Pheye-x2-672
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## Usage
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To generate a sample response from a prompt use `generate.py`.
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```bash
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git clone https://github.com/miguelscarv/pheye.git
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cd pheye
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python3 -m venv venv
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source venv/bin/activate
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pip3 install -r requirements.txt
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## Acknowledgments
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This implementation was inspired by [OpenFlamingo](https://github.com/mlfoundations/open_flamingo)'s repository.
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---
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language:
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- en
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pipeline_tag: image-text-to-text
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---
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# Φ Pheye - a family of efficient small vision-language models
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- These models train a fraction of the number of parameters other models of similar sizes train
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| MoE-LLaVA-2.7B×4 | 336 | 5.3B | 5.9M | 77.1 | - | 50.2 | - |
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| moondream1 | 384 | 1.86B | 3.9M | 74.7 | - | 35.6 |
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| moondream2 | 384 | 1.86B | - | 77.7 | 92.5 | 49.7 | 120.2 |
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| [Pheye-x4 🤗](https://huggingface.co/miguelcarv/Pheye-x4-448) | 448 | 295M | 2.9M | 75.2 | 110.3 | 45.9 | 106.4 |
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| [Pheye-x4 🤗](https://huggingface.co/miguelcarv/Pheye-x4-672) | 672 | 295M | 2.9M | 75.5 | 110.8 | 49.2 | 111.9 |
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| [Pheye-x2 🤗](https://huggingface.co/miguelcarv/Pheye-x2-448) | 448 | 578M | 2.9M | 76.0 | 111.8 | 47.3 | 108.9 |
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| [Pheye-x2 🤗](https://huggingface.co/miguelcarv/Pheye-x2-672) | 672 | 578M | 2.9M | 76.4 | 110.5 | 50.5 | 115.9 |
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## Examples
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| Image | Example |
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| ----------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
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| <img src="https://c5.staticflickr.com/6/5463/17191308944_ae0b20bb7e_o.jpg" width="500"/> | **How much do these popcorn packets weight?**<br>These popcorn packets weigh 90g each.<br><br>**What brand are these popcorn packets?**<br>These popcorn packets are from the brand "Magic Pop". |
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| <img src="https://farm2.staticflickr.com/2708/5836100440_6e1117d36f_o.jpg" width="500"/> | **Can I pet that dog?**<br>No, you cannot pet the dog in the image. The dog is a black bear, which is a wild animal and should not be approached or interacted with by humans. It is important to maintain a safe distance from wild animals to avoid any potential harm to both the animal and the person. |
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| <img src="https://farm4.staticflickr.com/3898/15152219465_4fb6d266ff_o.jpg" width="500"/> | **Why is the person wearing protective gear?**<br>The person in the image is wearing protective gear, such as a beekeeper's suit and a helmet, because they are engaged in beekeeping. Beekeeping involves handling bees and their hives, which can be potentially dangerous due to the risk of bee stings. The protective gear helps to minimize the risk of bee stings and ensures the beekeeper's safety while working with bees. |
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## Usage
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To generate a sample response from a prompt use `generate.py`.
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```bash
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git clone https://github.com/miguelscarv/pheye.git
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python3 -m venv venv
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source venv/bin/activate
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pip3 install -r requirements.txt
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## Acknowledgments
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This implementation was inspired by [OpenFlamingo](https://github.com/mlfoundations/open_flamingo)'s repository.
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