Benchmarks for LLMs on Consumer Hardware

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

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  • llm-experiments

    Experiments w/ ChatGPT, LangChain, local LLMs

  • I just spent $90 in OpenAPI credits to run the same `lm-harness` tests against `text-davinci-003` and it looks like it slots in between 13Bq8 and 30Bq4 on the test results: https://github.com/AUGMXNT/llm-experiments/blob/main/01-lm-eval.md

  • alpaca.cpp

    Discontinued Locally run an Instruction-Tuned Chat-Style LLM

  • 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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  • supercharger

    Supercharge Open-Source AI Models

  • Here's the code that loads it: https://github.com/catid/supercharger/blob/main/server/model_koala.py

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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