naklecha / llama3-from-scratchLinks
llama3 implementation one matrix multiplication at a time
☆15,040Updated last year
Alternatives and similar repositories for llama3-from-scratch
Users that are interested in llama3-from-scratch are comparing it to the libraries listed below
Sorting:
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆9,731Updated last year
- LLM training in simple, raw C/CUDA☆27,075Updated 2 weeks ago
- Video+code lecture on building nanoGPT from scratch☆4,205Updated 10 months ago
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆12,445Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆58,570Updated this week
- PyTorch native post-training library☆5,306Updated this week
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆42,646Updated 7 months ago
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆17,602Updated this week
- Inference Llama 2 in one file of pure C☆18,526Updated 11 months ago
- ☆4,083Updated last year
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆22,992Updated 10 months ago
- Machine Learning Engineering Open Book☆14,247Updated this week
- LLM101n: Let's build a Storyteller☆33,961Updated 11 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,976Updated this week
- An autoregressive character-level language model for making more things☆3,173Updated last year
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,011Updated 3 months ago
- Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train Qwen3, Llama 4, DeepSeek-R1, Gemma 3, TTS 2x faster with 70% less VRAM.☆41,657Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆51,794Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,532Updated last year
- Train transformer language models with reinforcement learning.☆14,513Updated this week
- Go ahead and axolotl questions☆9,852Updated this week
- A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API☆12,248Updated 11 months ago
- Large Language Model Text Generation Inference☆10,311Updated this week
- The official Meta Llama 3 GitHub site☆28,816Updated 5 months ago
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆22,210Updated 10 months ago
- Fast and memory-efficient exact attention☆18,252Updated this week
- SGLang is a fast serving framework for large language models and vision language models.☆15,747Updated this week
- MLX: An array framework for Apple silicon☆21,361Updated this week
- Modeling, training, eval, and inference code for OLMo☆5,757Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆38,825Updated last month