young-geng / EasyLM
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
☆2,440Updated 5 months ago
Alternatives and similar repositories for EasyLM:
Users that are interested in EasyLM are comparing it to the libraries listed below
- 4 bits quantization of LLaMA using GPTQ☆3,026Updated 6 months ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,616Updated last month
- Alpaca dataset from Stanford, cleaned and curated☆1,531Updated last year
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,339Updated last month
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,021Updated 4 months ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆1,998Updated 9 months ago
- Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI☆1,991Updated 5 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,567Updated last year
- A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer☆1,626Updated last year
- LLM as a Chatbot Service☆3,298Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,799Updated 10 months ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,239Updated last year
- LLaMA: Open and Efficient Foundation Language Models☆2,805Updated last year
- Instruction Tuning with GPT-4☆4,254Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆6,522Updated this week
- Let ChatGPT teach your own chatbot in hours with a single GPU!☆3,169Updated 10 months ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,417Updated last year
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,633Updated 5 months ago
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,797Updated last year
- LOMO: LOw-Memory Optimization☆979Updated 6 months ago
- ChatLLaMA 📢 Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT☆1,205Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,620Updated this week
- ☆1,441Updated last year
- Open Academic Research on Improving LLaMA to SOTA LLM☆1,615Updated last year
- LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transform…☆1,452Updated last year
- MiniLLM is a minimal system for running modern LLMs on consumer-grade GPUs☆888Updated last year
- The complete training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF.☆33Updated last year
- LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions☆815Updated last year
- Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-sour…☆2,626Updated 3 months ago