FLaNK-python-processors
FastChat
| FLaNK-python-processors | FastChat | |
|---|---|---|
| 16 | 84 | |
| 4 | 35,257 | |
| - | 3.9% | |
| 7.1 | 9.5 | |
| 2 months ago | 4 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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FLaNK-python-processors
FastChat
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MT-Bench: Comparing different LLM Judges
MT-Bench is a quick (and dirty?) way to evaluate a chatbot model (fine-tuned instruction following LLM). When a new open-source model is published at Hugging-face it is not uncommon to see the score presented as a testament of quality. It offers ~$5 worth of OpenAI API calls towards getting a good ballpark of how your model does. A good tool to iterate on fine-tuning an assistant model.
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GPT4.5 or GPT5 being tested on LMSYS?
gpt2-chatbot isn't the only "mystery model" on LMSYS. Another is "deluxe-chat".
When asked about it in October last year, LMSYS replied [0] "It is an experiment we are running currently. More details will be revealed later"
One distinguishing feature of "deluxe-chat": although it gives high quality answers, it is very slow, so slow that the arena displays a warning whenever it is invoked
[0] https://github.com/lm-sys/FastChat/issues/2527
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LLMs on your local Computer (Part 1)
FastChat
- FLaNK AI for 11 March 2024
- FLaNK 04 March 2024
- ChatGPT for Teams
- FastChat: An open platform for training and serving large language models
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LM Studio – Discover, download, and run local LLMs
How does it compare with something like FastChat? https://github.com/lm-sys/FastChat
Feature set seems like a decent amount of overlap. One limitation of FastChat, as far as I can tell, is that one is limited to the models that FastChat supports (though I think it would be minor to modify it to support arbitrary models?)
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Video-LLaVA
Looks like the Vicuna repo is Apache 2.0 also[1].
What's the interpretation of copyright law that would prevent the code being Apache 2.0 based on the source of the fine-tuning dataset?
[1] https://github.com/lm-sys/FastChat
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🔥🚀 Top 10 Open-Source Must-Have Tools for Crafting Your Own Chatbot 🤖💬
Check how to start with FastChat. Support FastChat on GitHub ⭐
What are some alternatives?
tracecat - The open source Tines alternative. Automate security workflows at scale with code and no-code.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
grok-1 - Grok open release
llama.cpp - LLM inference in C/C++
lapdev - Self-Hosted Remote Dev Environment
gpt4all - gpt4all: run open-source LLMs anywhere
spring-ai - An Application Framework for AI Engineering
bitsandbytes - Accessible large language models via k-bit quantization for PyTorch.
CML_AMP-to-Airgapped - Download the AMP catalog for an offline (airgapped) deployment of the AMP catalog.
LocalAI - :robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.
DataDreamer - DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤
llama-cpp-python - Python bindings for llama.cpp