mpt-lora-patch VS lora-instruct

Compare mpt-lora-patch vs lora-instruct and see what are their differences.

mpt-lora-patch

Patch for MPT-7B which allows using and training a LoRA (by iwalton3)

lora-instruct

Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA (by leehanchung)
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mpt-lora-patch lora-instruct
4 1
58 97
- -
5.1 7.0
about 1 year ago 5 months ago
Python Python
- Apache License 2.0
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mpt-lora-patch

Posts with mentions or reviews of mpt-lora-patch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-29.

lora-instruct

Posts with mentions or reviews of lora-instruct. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-09.
  • Training a LoRA with MPT Models
    3 projects | /r/LocalLLaMA | 9 May 2023
    Hi, i have created custom data, same format as alphachas json file. And fine tuned mpt-7b-instruct using this link https://github.com/leehanchung/lora-instruct I have also used your patch, the fine tuning got successfull and also the loss got decreased but when am trying to make prediction using the fine tuned model am not getting correct output even on the trained data, it's generating output with lots of nonsense

What are some alternatives?

When comparing mpt-lora-patch and lora-instruct you can also consider the following projects:

LoRA-MPT - A repo for finetuning MPT using LoRA. It is currently configured to work with the Alpaca dataset from Stanford but can easily be adapted to use another.

FastLoRAChat - Instruct-tune LLaMA on consumer hardware with shareGPT data

text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

AutoLearn-GPT - ChatGPT learns automatically.

GPTQ-for-LLaMa - 4 bits quantization of LLaMA using GPTQ

LMOps - General technology for enabling AI capabilities w/ LLMs and MLLMs

AGiXT - AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memory, smart features, and a versatile plugin system, AGiXT delivers efficient and comprehensive AI solutions.

Roy - Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.

punica - Serving multiple LoRA finetuned LLM as one