punica VS llama-peft-tuner

Compare punica vs llama-peft-tuner and see what are their differences.

punica

Serving multiple LoRA finetuned LLM as one (by punica-ai)

llama-peft-tuner

Tune LLaMa-7B on Alpaca Dataset using PEFT / LORA Based on @zphang's https://github.com/zphang/minimal-llama scripts. (by lxe)
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punica llama-peft-tuner
1 1
817 21
3.9% -
8.7 4.7
7 days ago about 1 year ago
Python Python
Apache License 2.0 -
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

punica

Posts with mentions or reviews of punica. We have used some of these posts to build our list of alternatives and similar projects.

llama-peft-tuner

Posts with mentions or reviews of llama-peft-tuner. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-29.

What are some alternatives?

When comparing punica and llama-peft-tuner you can also consider the following projects:

LongLoRA - Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

azure-search-openai-demo - A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

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

lora-instruct - Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA

simple-llm-finetuner - Simple UI for LLM Model Finetuning

Zicklein - Finetuning instruct-LLaMA on german datasets.

sketch - AI code-writing assistant that understands data content

LLM-Finetuning-Hub - Toolkit for fine-tuning, ablating and unit-testing open-source LLMs. [Moved to: https://github.com/georgian-io/LLM-Finetuning-Toolkit]

xTuring - Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

lora - Using Low-rank adaptation to quickly fine-tune diffusion models.