naklecha / llama3-from-scratch
llama3 implementation one matrix multiplication at a time
☆14,030Updated 7 months ago
Alternatives and similar repositories for llama3-from-scratch:
Users that are interested in llama3-from-scratch are comparing it to the libraries listed below
- Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.☆9,326Updated 6 months ago
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆11,197Updated this week
- Implement a ChatGPT-like LLM in PyTorch from scratch, step by step☆37,992Updated this week
- DSPy: The framework for programming—not prompting—language models☆21,018Updated this week
- Finetune Llama 3.3, Mistral, Phi-4, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory☆20,611Updated this week
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆15,910Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆33,809Updated this week
- Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.☆41,661Updated this week
- LLM training in simple, raw C/CUDA☆25,047Updated 3 months ago
- Machine Learning Engineering Open Book☆12,353Updated this week
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆38,486Updated last month
- SGLang is a fast serving framework for large language models and vision language models.☆7,353Updated this week
- SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It can also be employed for offensiv…☆14,188Updated this week
- LLM101n: Let's build a Storyteller☆31,021Updated 5 months ago
- Video+code lecture on building nanoGPT from scratch☆3,782Updated 5 months ago
- ☆4,050Updated 7 months ago
- Open-Sora: Democratizing Efficient Video Production for All☆23,110Updated 3 weeks ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆38,227Updated this week
- The official Meta Llama 3 GitHub site☆27,957Updated 5 months ago
- Go ahead and axolotl questions☆8,293Updated this week
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆21,705Updated this week
- PyTorch native post-training library☆4,703Updated this week
- Fast and memory-efficient exact attention☆15,064Updated this week
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆13,023Updated 3 months ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆8,113Updated 8 months ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆5,749Updated last month
- Retrieval and Retrieval-augmented LLMs☆8,237Updated this week
- Official inference library for Mistral models☆9,857Updated 2 months ago
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆21,096Updated 5 months ago
- Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sag…☆16,235Updated this week