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.
☆6,083Jul 1, 2025Updated last year
Alternatives and similar repositories for lit-llama
Users that are interested in lit-llama are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,912Mar 14, 2024Updated 2 years ago
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,740Updated this week
- Instruct-tune LLaMA on consumer hardware☆18,889Jul 29, 2024Updated 2 years ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,517Jul 16, 2023Updated 3 years ago
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,231Jul 17, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,064Jun 10, 2024Updated 2 years ago
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,551May 1, 2026Updated 6 months ago
- LLM training code for Databricks foundation models☆4,462Mar 25, 2026Updated 7 months ago
- Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform☆10,812Jun 30, 2023Updated 3 years ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,865Updated this week
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆9,010May 3, 2024Updated 2 years ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,471Jun 7, 2025Updated last year
- StableLM: Stability AI Language Models☆15,650Apr 8, 2024Updated 2 years ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,996Jun 3, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Train transformer language models with reinforcement learning.☆19,649Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆8,536Updated this week
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,517Aug 13, 2024Updated 2 years ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆64,323Nov 12, 2025Updated 11 months ago
- OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamical…☆37,360Aug 17, 2024Updated 2 years ago
- Inference code for Llama models☆59,632Jan 26, 2025Updated last year
- Large Language Model Text Generation Inference☆10,883Mar 21, 2026Updated 7 months ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,267Aug 22, 2025Updated last year
- 4 bits quantization of LLaMA using GPTQ☆3,069Jul 13, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,755Jan 8, 2024Updated 2 years ago
- Instruction Tuning with GPT-4☆4,332Jun 11, 2023Updated 3 years ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,768Updated this week
- Making large AI models cheaper, faster and more accessible☆41,433Updated this week
- An open-source framework for training large multimodal models.☆4,119Aug 31, 2024Updated 2 years ago
- LLM as a Chatbot Service☆3,314Nov 20, 2023Updated 2 years ago
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,344Oct 28, 2024Updated 2 years ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆43,279Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,573Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A guidance language for controlling large language models.☆21,813May 21, 2026Updated 5 months ago
- LlamaIndex is the document processing platform for AI☆52,768Updated this week
- Inference Llama 2 in one file of pure C☆20,239Aug 6, 2024Updated 2 years ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,237Sep 21, 2026Updated last month
- Let ChatGPT teach your own chatbot in hours with a single GPU!☆3,142Mar 17, 2024Updated 2 years ago
- Fast and memory-efficient exact attention☆25,235Updated this week
- A collection of libraries to optimise AI model performances☆8,326Jul 22, 2024Updated 2 years ago