Update README.md (#2209)

Signed-off-by: Andriy Mulyar <andriy.mulyar@gmail.com>
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<p align="center">Open-source large language models that run locally on your CPU and nearly any GPU</p>
<p align="center">
<a href="https://gpt4all.io">GPT4All Website and Models</a>
</p>
<p align="center">
<a href="https://docs.gpt4all.io">GPT4All Documentation</a>
Join the <a href="https://discord.gg/tyc74KNVK3?event=1227642051294658621">GPT4All 2024 Roadmap Townhall</a> on April 18, 2024 at 12pm EST
</p>
<p align="center">
<a href="https://discord.gg/mGZE39AS3e">Discord</a>
<a href="https://gpt4all.io">GPT4All Website and Models</a><a href="https://docs.gpt4all.io">GPT4All Documentation</a><a href="https://discord.gg/mGZE39AS3e">Discord</a>
</p>
<p align="center">
<a href="https://python.langchain.com/en/latest/modules/models/llms/integrations/gpt4all.html">🦜️🔗 Official Langchain Backend</a>
</p>
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## GPT4All: An ecosystem of open-source on-edge large language models.
> [!IMPORTANT]
> GPT4All v2.5.0 and newer only supports models in GGUF format (.gguf). Models used with a previous version of GPT4All (.bin extension) will no longer work.
GPT4All is an ecosystem to run **powerful** and **customized** large language models that work locally on consumer grade CPUs and any GPU. Note that your CPU needs to support [AVX or AVX2 instructions](https://en.wikipedia.org/wiki/Advanced_Vector_Extensions).
Learn more in the [documentation](https://docs.gpt4all.io).

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