artidoro / qloraLinks
QLoRA: Efficient Finetuning of Quantized LLMs
☆10,583Updated last year
Alternatives and similar repositories for qlora
Users that are interested in qlora are comparing it to the libraries listed below
Sorting:
- Accessible large language models via k-bit quantization for PyTorch.☆7,427Updated this week
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,081Updated last month
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,783Updated 7 months ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,905Updated 3 months ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,514Updated 2 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆19,184Updated this week
- Train transformer language models with reinforcement learning.☆14,863Updated this week
- Large Language Model Text Generation Inference☆10,367Updated last week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆12,477Updated 7 months ago
- Fast and memory-efficient exact attention☆18,656Updated this week
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,667Updated last year
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,949Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,888Updated last year
- Tensor library for machine learning☆12,883Updated last week
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,436Updated last month
- Aligning pretrained language models with instruction data generated by themselves.☆4,437Updated 2 years ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆13,864Updated last week
- Instruct-tune LLaMA on consumer hardware☆18,931Updated last year
- Python bindings for llama.cpp☆9,399Updated 2 weeks ago
- A framework for few-shot evaluation of language models.☆9,706Updated this week
- Instruction Tuning with GPT-4☆4,319Updated 2 years ago
- Go ahead and axolotl questions☆10,095Updated this week
- An open-source framework for training large multimodal models.☆3,988Updated 11 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,081Updated last month
- 4 bits quantization of LLaMA using GPTQ☆3,061Updated last year
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆23,180Updated 11 months ago
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,098Updated last year
- Tools for merging pretrained large language models.☆6,122Updated this week
- LLaMA: Open and Efficient Foundation Language Models☆2,800Updated last year
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,352Updated 9 months ago