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README.md
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#
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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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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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| 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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**Join the Pruna AI community!**
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[](https://twitter.com/PrunaAI)
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[](https://github.com/PrunaAI)
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[](https://www.linkedin.com/company/93832878/admin/feed/posts/?feedType=following)
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[](https://discord.com/invite/rskEr4BZJx)
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[](https://www.reddit.com/r/PrunaAI/)
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</div>
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<!-- header end -->
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# Join the Pruna AI community!
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[](https://twitter.com/PrunaAI)
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[](https://github.com/PrunaAI)
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[](https://www.linkedin.com/company/93832878/admin/feed/posts/?feedType=following)
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[](https://discord.com/invite/rskEr4BZJx)
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[](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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| 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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