punica
FastLoRAChat
| punica | FastLoRAChat | |
|---|---|---|
| 1 | 2 | |
| 817 | 119 | |
| 3.9% | - | |
| 8.7 | 7.2 | |
| 7 days ago | about 1 year ago | |
| Python | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
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punica
FastLoRAChat
-
[P] FastLoRAChat Instruct-tune LLaMA on consumer hardware with shareGPT data
Announcing FastLoRAChat , training chatGPT without A100.
- FastLoRAChat – Lora finetuned LLM with ChatGPT capabality
What are some alternatives?
llama-peft-tuner - Tune LLaMa-7B on Alpaca Dataset using PEFT / LORA Based on @zphang's https://github.com/zphang/minimal-llama scripts.
ragas - Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
LongLoRA - Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)
lora-instruct - Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA
hyde - HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
Zicklein - Finetuning instruct-LLaMA on german datasets.
ReAct - [ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
LLM-Finetuning-Hub - Toolkit for fine-tuning, ablating and unit-testing open-source LLMs. [Moved to: https://github.com/georgian-io/LLM-Finetuning-Toolkit]
llama2-haystack - Using Llama2 with Haystack, the NLP/LLM framework.
gpt-j-fine-tuning-example - Fine-tuning 6-Billion GPT-J (& other models) with LoRA and 8-bit compression
alpaca-lora - Instruct-tune LLaMA on consumer hardware