bench
LocalAI
| bench | LocalAI | |
|---|---|---|
| 1 | 83 | |
| 341 | 20,764 | |
| 4.4% | 5.6% | |
| 8.4 | 9.9 | |
| 24 days ago | 5 days ago | |
| TypeScript | C++ | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
bench
-
I asked 60 LLMs a set of 20 questions
Thanks for sharing, looks interesting!
I've actually been using a similar LLM evaluation tool called Arthur Bench: https://github.com/arthur-ai/bench
Some great scoring methods built in and a nice UI on top of it as well
LocalAI
- LocalAI: Self-hosted OpenAI alternative reaches 2.14.0
- Drop-In Replacement for ChatGPT API
- Voxos.ai – An Open-Source Desktop Voice Assistant
- Ask HN: Set Up Local LLM
- FLaNK Stack Weekly 11 Dec 2023
- Is there any open source app to load a model and expose API like OpenAI?
-
What do you use to run your models?
If you're running this as a server, I would recommend LocalAI https://github.com/mudler/LocalAI
-
OpenAI Switch Kit: Swap OpenAI with any open-source model
LocalAI can do that: https://github.com/mudler/LocalAI
https://localai.io/features/openai-functions/
-
"ChatGPT romanesc"
De inspirație, LocalAI, un replacement la OpenAI. E deja hot pe GitHub.
-
Local LLM's to run on old iMac / Hardware
Your hardware should be fine for inferencing, as long as you don't bother trying to get the GPU working.
My $0.02 would be to try getting LocalAI running on your machine with OpenCL/CLBlas acceleration for your CPU. If you're running other things, you could limit the inferencing process to 2 or 3 threads. That should get it working; I've been able to inference even 13b models on cheap Rockchip SOCs. Your CPU should be fine, even if it's a little outdated.
LocalAI: https://github.com/mudler/LocalAI
Some decent models to start with:
TinyLlama (extremely small/fast): https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v0.3-GGU...
Dolphin Mistral (larger size, better responses: https://huggingface.co/TheBloke/dolphin-2.1-mistral-7B-GGUF
What are some alternatives?
GodMode - AI Chat Browser: Fast, Full webapp access to ChatGPT / Claude / Bard / Bing / Llama2! I use this 20 times a day.
gpt4all - gpt4all: run open-source LLMs anywhere
fiddler-auditor - Fiddler Auditor is a tool to evaluate language models.
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
ChainForge - An open-source visual programming environment for battle-testing prompts to LLMs.
llama-cpp-python - Python bindings for llama.cpp
TheoremQA - The dataset and code for paper: TheoremQA: A Theorem-driven Question Answering dataset
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
localGPT - Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
gpt4free - The official gpt4free repository | various collection of powerful language models