openplayground
LocalAI
| openplayground | LocalAI | |
|---|---|---|
| 12 | 83 | |
| 6,108 | 20,346 | |
| - | 10.5% | |
| 0.6 | 9.9 | |
| 16 days ago | 7 days ago | |
| TypeScript | C++ | |
| MIT License | MIT License |
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openplayground
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Show HN: Unified access to top AI models, supporting GPT4, Claude and more
https://github.com/nat/openplayground
I load up $5 into my account using my credit card and then reload it whenever it gets low, it also has a tab for comparing multiple resulta from different models together.
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I love how many people want a way bigger context window for example for GPT-4 (like 100k-1m). May I introduce you the cost of one API call at the full 32k context window? 2$. So 1m would approximately cost you 60$. One call. 60$.
https://github.com/nat/openplayground https://discord.gg/uT98U9HJ.
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How good is the 100k context model?
Try here: https://github.com/nat/openplayground
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Performance of GPT-4 vs PaLM 2
From there you have lots of other models: One of the best places to easily start using multiple models is using a multiple model UI program lik GPT4All, there are also some programs that provide access to more models or use different ways of interfacing with them, here are some of what I've found are the best / most popular programs to play around with lots of different models and compare them: LocalAI, text-generation-webui, open playground
- Show HN: Promptfoo – a tool for comparing LLM prompts and models
- Show HN: AI Playground by Vercel Labs
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What is this subreddit about? I can't tell if its wifaus or locally run LLMs
Here's another interesting engine called AI playground that lets you do side-by-side comparisons of language models based on the same prompts: https://github.com/nat/openplayground
- An LLM playground you can run on your laptop
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?
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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
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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/
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"ChatGPT romanesc"
De inspirație, LocalAI, un replacement la OpenAI. E deja hot pe GitHub.
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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?
llama.cpp - LLM inference in C/C++
gpt4all - gpt4all: run open-source LLMs anywhere
BetterChatGPT - An amazing UI for OpenAI's ChatGPT (Website + Windows + MacOS + Linux)
ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
llama-cpp-python - Python bindings for llama.cpp
promptfoo - Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
ChatALL - Concurrently chat with ChatGPT, Bing Chat, Bard, Alpaca, Vicuna, Claude, ChatGLM, MOSS, 讯飞星火, 文心一言 and more, discover the best answers
galai - Model API for GALACTICA
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.