gptqlora VS chathub

Compare gptqlora vs chathub and see what are their differences.

gptqlora

GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ (by qwopqwop200)
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gptqlora chathub
2 30
94 9,492
- 2.9%
7.6 9.5
11 months ago about 1 month ago
Python TypeScript
MIT License GNU General Public License v3.0 only
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gptqlora

Posts with mentions or reviews of gptqlora. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-02.
  • (2/2) May 2023
    14 projects | /r/dailyainews | 2 Jun 2023
    GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ (https://github.com/qwopqwop200/gptqlora/tree/main)
  • GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ
    1 project | /r/LocalLLaMA | 24 May 2023
    The difference from QLoRA is that GPTQ is used instead of NF4 (Normal Float4) + DQ (Double Quantization) for model quantization. The advantage is that you can expect better performance because it provides better quantization than conventional bitsandbytes. The downside is that it is a one-shot quantization methodology, so it is more inconvenient than bitsandbytes, and unlike bitsandbytes, it is not universal. I'm still experimenting, but it seems to work. At least, I hope it can be more options for people using LoRA. https://github.com/qwopqwop200/gptqlora/tree/main

chathub

Posts with mentions or reviews of chathub. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-02.

What are some alternatives?

When comparing gptqlora and chathub you can also consider the following projects:

tree-of-thoughts - Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

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GirlfriendGPT - Girlfriend GPT is a Python project to build your own AI girlfriend using ChatGPT4.0

prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.

chain-of-thought-hub - Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

menubar - AI Chat Browser: Fast, Full webapp access to ChatGPT / Claude / Bard / Bing / Llama2! I use this 20 times a day. [Moved to: https://github.com/smol-ai/GodMode]

guidance - A guidance language for controlling large language models. [Moved to: https://github.com/guidance-ai/guidance]

DB-GPT - AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

gorilla - Gorilla: An API store for LLMs

airoboros - Customizable implementation of the self-instruct paper.

CodeT5 - Home of CodeT5: Open Code LLMs for Code Understanding and Generation