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@@ -15,14 +15,14 @@ pinned: false
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  </div>
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  <!-- header end -->
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- # Join the Pruna AI community!
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  [![Twitter](https://img.shields.io/twitter/follow/PrunaAI?style=social)](https://twitter.com/PrunaAI)
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  [![GitHub](https://img.shields.io/github/followers/PrunaAI?label=Follow%20%40PrunaAI&style=social)](https://github.com/PrunaAI)
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  [![LinkedIn](https://img.shields.io/badge/LinkedIn-Connect-blue)](https://www.linkedin.com/company/93832878/admin/feed/posts/?feedType=following)
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  [![Discord](https://img.shields.io/badge/Discord-Join%20Us-blue?style=social&logo=discord)](https://discord.com/invite/rskEr4BZJx)
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  [![Reddit](https://img.shields.io/reddit/subreddit-subscribers/PrunaAI?style=social)](https://www.reddit.com/r/PrunaAI/)
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- # Simply make AI models faster, cheaper, smaller, greener!
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  [Pruna AI](https://www.pruna.ai/) makes AI models faster, cheaper, smaller, greener with the `pruna` package.
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  - It supports **various models including CV, NLP, audio, graphs for predictive and generative AI**.
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  - It supports **various hardware including GPU, CPU, Edge**.
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  - You can **evaluate reliable quality and efficiency metrics** of your base vs smashed/compressed models.
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  You can set it up in minutes and compress your first models in few lines of code!
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- # How to get started?
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  You can smash your own models by installing pruna with:
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  ```
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  pip install pruna[gpu]==0.1.3 --extra-index-url https://prunaai.pythonanywhere.com/
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  ```
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- For more details about installation and tutorials, you can check the [Pruna AI documentation](https://docs.pruna.ai/en/latest/setup/pip.html).
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  | Use Case | Free Notebooks |
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  |------------------------------------------------------------|----------------------------------------------------------------|
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- | **3x Faster Stable Diffusion Models** | ▶️ [Smash for free](https://colab.research.google.com/drive/1BZm6NtCsF2mBV4UYlRlqpTIpTmQgR0iQ?usp=sharing) |
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- | **Turbocharge Stable Diffusion Video Generation** | ▶️ [Smash for free](https://colab.research.google.com/drive/1m1wvGdXi-qND-2ys0zqAaMFZ9DbMd5jW?usp=sharing) |
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- | **Making your LLMs 4x smaller** | ▶️ [Smash for free](https://colab.research.google.com/drive/1jQgwhmoPz80qRf5NdRJcY_pAr7Oj5Ftv?usp=sharing) |
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- | **Blazingly fast Computer Vision Models** | ▶️ [Smash for free](https://colab.research.google.com/drive/1GkzxTQW-2yCKXc8omE6Sa4SxiETMi8yC?usp=sharing) |
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- | **Smash your model with a CPU only** | ▶️ [Smash for free](https://colab.research.google.com/drive/19iLNVSgbx_IoCgduXPhqKq7rCoxegnZO?usp=sharing) |
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- | **Transcribe 2 hours of audio in less than 2 minutes with Whisper** | ▶️ [Smash for free](https://colab.research.google.com/drive/1dc6fb8_GD8eshznthBSpGpRu4WPW7xuZ?usp=sharing) |
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- | **100% faster Whisper Transcription** | ▶️ [Smash for free](https://colab.research.google.com/drive/1kCJ4-xmo7y8VS6smzaV0207A5rONHPXu?usp=sharing) |
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- | **Flux generation in a heartbeat, literally** | ▶️ [Smash for free](https://colab.research.google.com/drive/18_iG0UXhD7OQR_CxSSsKFC8TLDsRw_9m?usp=sharing) |
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- | **Run your Flux model without an A100** | ▶️ [Smash for free](https://colab.research.google.com/drive/1i1iSITNgiOpschV-Nu5mfX-effwYV9sn?usp=sharing) |
 
 
 
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  </div>
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  <!-- header end -->
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+ # 🌍 Join the Pruna AI community!
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  [![Twitter](https://img.shields.io/twitter/follow/PrunaAI?style=social)](https://twitter.com/PrunaAI)
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  [![GitHub](https://img.shields.io/github/followers/PrunaAI?label=Follow%20%40PrunaAI&style=social)](https://github.com/PrunaAI)
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  [![LinkedIn](https://img.shields.io/badge/LinkedIn-Connect-blue)](https://www.linkedin.com/company/93832878/admin/feed/posts/?feedType=following)
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  [![Discord](https://img.shields.io/badge/Discord-Join%20Us-blue?style=social&logo=discord)](https://discord.com/invite/rskEr4BZJx)
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  [![Reddit](https://img.shields.io/reddit/subreddit-subscribers/PrunaAI?style=social)](https://www.reddit.com/r/PrunaAI/)
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+ # 💜 Simply make AI models faster, cheaper, smaller, greener!
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  [Pruna AI](https://www.pruna.ai/) makes AI models faster, cheaper, smaller, greener with the `pruna` package.
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  - It supports **various models including CV, NLP, audio, graphs for predictive and generative AI**.
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  - It supports **various hardware including GPU, CPU, Edge**.
 
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  - You can **evaluate reliable quality and efficiency metrics** of your base vs smashed/compressed models.
32
  You can set it up in minutes and compress your first models in few lines of code!
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+ # How to get started?
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  You can smash your own models by installing pruna with:
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  ```
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  pip install pruna[gpu]==0.1.3 --extra-index-url https://prunaai.pythonanywhere.com/
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  ```
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+ You can start wiht simple notebooks to expereince efficiency gains with:
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  | Use Case | Free Notebooks |
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  |------------------------------------------------------------|----------------------------------------------------------------|
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+ | **3x Faster Stable Diffusion Models** | [Smash for free](https://colab.research.google.com/drive/1BZm6NtCsF2mBV4UYlRlqpTIpTmQgR0iQ?usp=sharing) |
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+ | **Turbocharge Stable Diffusion Video Generation** | [Smash for free](https://colab.research.google.com/drive/1m1wvGdXi-qND-2ys0zqAaMFZ9DbMd5jW?usp=sharing) |
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+ | **Making your LLMs 4x smaller** | [Smash for free](https://colab.research.google.com/drive/1jQgwhmoPz80qRf5NdRJcY_pAr7Oj5Ftv?usp=sharing) |
46
+ | **Blazingly fast Computer Vision Models** | [Smash for free](https://colab.research.google.com/drive/1GkzxTQW-2yCKXc8omE6Sa4SxiETMi8yC?usp=sharing) |
47
+ | **Smash your model with a CPU only** | [Smash for free](https://colab.research.google.com/drive/19iLNVSgbx_IoCgduXPhqKq7rCoxegnZO?usp=sharing) |
48
+ | **Transcribe 2 hours of audio in less than 2 minutes with Whisper** | [Smash for free](https://colab.research.google.com/drive/1dc6fb8_GD8eshznthBSpGpRu4WPW7xuZ?usp=sharing) |
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+ | **100% faster Whisper Transcription** | [Smash for free](https://colab.research.google.com/drive/1kCJ4-xmo7y8VS6smzaV0207A5rONHPXu?usp=sharing) |
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+ | **Flux generation in a heartbeat, literally** | [Smash for free](https://colab.research.google.com/drive/18_iG0UXhD7OQR_CxSSsKFC8TLDsRw_9m?usp=sharing) |
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+ | **Run your Flux model without an A100** | [Smash for free](https://colab.research.google.com/drive/1i1iSITNgiOpschV-Nu5mfX-effwYV9sn?usp=sharing) |
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+
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+ For more details about installation and tutorials, you can check the [Pruna AI documentation](https://docs.pruna.ai/en/latest/setup/pip.html).