llama-peft-tuner VS punica

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

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)

punica

Serving multiple LoRA finetuned LLM as one (by punica-ai)
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llama-peft-tuner punica
1 1
21 845
- 5.5%
4.7 8.7
about 1 year ago 15 days ago
Python Python
- Apache License 2.0
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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.

punica

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

What are some alternatives?

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

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.

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

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

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

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

sketch - AI code-writing assistant that understands data content

Zicklein - Finetuning instruct-LLaMA on german datasets.

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

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

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