Alternate LLM's

This page summarizes the projects mentioned and recommended in the original post on /r/ArtificialInteligence

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  • Open-Assistant

    OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

  • One of the projects Emad was likely talking about is Open Assistant which is still in the data collection for RLHF phase of development. The largest model will likely be neoX 20B.

  • open_clip

    An open source implementation of CLIP.

  • They have a great track record on similar scale projects. They've partnered with /r/datahoarders and volunteers on creation of training sets including their 5.8 billion image/text-pair dataset that they used to train a better version of CLIP.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • RWKV-LM

    RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

  • The best open source LLM that I have tried on my PC is: https://github.com/BlinkDL/RWKV-LM

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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