artidoro / qloraLinks
QLoRA: Efficient Finetuning of Quantized LLMs
☆10,532Updated last year
Alternatives and similar repositories for qlora
Users that are interested in qlora are comparing it to the libraries listed below
Sorting:
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,071Updated last week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,976Updated this week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,884Updated last year
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,765Updated 7 months ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,413Updated 2 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆7,212Updated this week
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,505Updated last year
- Train transformer language models with reinforcement learning.☆14,513Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,890Updated 3 months ago
- Instruct-tune LLaMA on consumer hardware☆18,921Updated 11 months ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,927Updated last year
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,428Updated last month
- Large Language Model Text Generation Inference☆10,311Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆12,224Updated 6 months ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆13,761Updated this week
- Instruction Tuning with GPT-4☆4,313Updated 2 years ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,675Updated last year
- Fast and memory-efficient exact attention☆18,252Updated this week
- Universal LLM Deployment Engine with ML Compilation☆20,950Updated this week
- Example models using DeepSpeed☆6,567Updated this week
- LLaMA: Open and Efficient Foundation Language Models☆2,802Updated last year
- Tensor library for machine learning☆12,808Updated this week
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,341Updated 8 months ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,444Updated this week
- 4 bits quantization of LLaMA using GPTQ☆3,052Updated 11 months ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,631Updated last year
- Python bindings for llama.cpp☆9,313Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆38,825Updated last month
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,065Updated 11 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,047Updated last week