Lightning-AI / lit-llama
Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
☆5,958Updated last week
Related projects: ⓘ
- QLoRA: Efficient Finetuning of Quantized LLMs☆9,906Updated 3 months ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,339Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,691Updated 6 months ago
- Train transformer language models with reinforcement learning.☆9,288Updated this week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,522Updated last month
- Accessible large language models via k-bit quantization for PyTorch.☆6,029Updated this week
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,194Updated last month
- Large Language Model Text Generation Inference☆8,762Updated this week
- LLM training code for Databricks foundation models☆3,964Updated this week
- A collection of libraries to optimise AI model performances☆8,373Updated last month
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆15,839Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆10,327Updated last month
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,442Updated 8 months ago
- Instruct-tune LLaMA on consumer hardware☆18,537Updated last month
- Instruction Tuning with GPT-4☆4,165Updated last year
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,537Updated 2 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆3,561Updated this week
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,133Updated last month
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆7,620Updated 4 months ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,062Updated last year
- Home of StarCoder: fine-tuning & inference!☆7,257Updated 6 months ago
- LLM as a Chatbot Service☆3,280Updated 9 months ago
- LLaMA: Open and Efficient Foundation Language Models☆2,801Updated 10 months ago
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,079Updated last week
- Python bindings for llama.cpp☆7,723Updated this week
- Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform☆10,812Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,326Updated last month
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆11,796Updated last month
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆11,200Updated this week
- A framework for few-shot evaluation of language models.☆6,426Updated this week