naklecha / llama3-from-scratchLinks
llama3 implementation one matrix multiplication at a time
☆15,240Updated 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.☆10,293Updated last year
- LLM101n: Let's build a Storyteller☆36,254Updated last year
- LLM training in simple, raw C/CUDA☆28,763Updated 7 months ago
- PyTorch native post-training library☆5,660Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆13,126Updated last week
- Video+code lecture on building nanoGPT from scratch☆4,707Updated last year
- Inference Llama 2 in one file of pure C☆19,146Updated last year
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆84,086Updated this week
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,180Updated 5 months ago
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆52,437Updated 2 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…☆18,171Updated 3 months ago
- 3D Visualization of an GPT-style LLM☆5,222Updated last year
- DSPy: The framework for programming—not prompting—language models☆31,853Updated last week
- The official Meta Llama 3 GitHub site☆29,219Updated last year
- Go ahead and axolotl questions☆11,171Updated this week
- LLM inference in C/C++☆94,330Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆69,007Updated this week
- Train transformer language models with reinforcement learning.☆17,206Updated this week
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆74,415Updated last month
- Machine Learning Engineering Open Book☆16,548Updated last week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,543Updated last week
- ☆4,113Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,830Updated last year
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,886Updated last year
- Fast and memory-efficient exact attention☆21,957Updated this week
- Tensor library for machine learning☆13,907Updated this week
- The official PyTorch implementation of Google's Gemma models☆5,599Updated 8 months ago
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆23,451Updated last year
- SGLang is a high-performance serving framework for large language models and multimodal models.☆23,091Updated this week
- Awesome-LLM: a curated list of Large Language Model☆26,144Updated 6 months ago