LLaMA 2 implemented from scratch in PyTorch
☆379Sep 25, 2023Updated 3 years ago
Alternatives and similar repositories for pytorch-llama
Users that are interested in pytorch-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:
- Attention is all you need implementation☆1,298Jun 8, 2024Updated 2 years ago
- LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch☆129Jul 24, 2023Updated 3 years ago
- Reference implementation of Mistral AI 7B v0.1 model.☆30Dec 25, 2023Updated 2 years ago
- Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation: https://www.youtube.com/watch?v=vAmKB7iPkWw☆635Dec 6, 2024Updated last year
- Notes and commented code for RLHF (PPO)☆137Feb 27, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Notes about LLaMA 2 model☆76Aug 30, 2023Updated 3 years ago
- Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)☆386May 28, 2023Updated 3 years ago
- Slides for "Retrieval Augmented Generation" video☆27Nov 27, 2023Updated 2 years ago
- ☆270Jan 2, 2025Updated last year
- Notes on Direct Preference Optimization☆28Apr 14, 2024Updated 2 years ago
- Distributed training (multi-node) of a Transformer model☆104Apr 10, 2024Updated 2 years ago
- 算子库(Rust)☆15Jul 24, 2025Updated last year
- This repository contains an implementation of the LLaMA 2 (Large Language Model Meta AI) model, a Generative Pretrained Transformer (GPT)…☆73Oct 1, 2023Updated 2 years ago
- Notes on quantization in neural networks☆134Dec 14, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Evaluating Durability: Benchmark Insights into Multimodal Watermarking☆12Jun 7, 2024Updated 2 years ago
- 在手写数字集MNIST上使用变分自动编码器作为encoder和decoder的ldm☆24May 23, 2024Updated 2 years ago
- Notes on the Mamba and the S4 model (Mamba: Linear-Time Sequence Modeling with Selective State Spaces)☆187Jan 7, 2024Updated 2 years ago
- Template repo for Python projects, especially those focusing on machine learning and/or deep learning.☆15Jan 14, 2026Updated 8 months ago
- 北京交通大学计算机科学与技术专业的历年作业参考,严禁抄袭。/ Beijing Jiaotong University Computer Science and technology homework reference, no cheating.☆13Jul 2, 2022Updated 4 years ago
- a simplified version of Meta's Llama 3 model to be used for learning☆44May 21, 2024Updated 2 years ago
- TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes☆14Jul 1, 2025Updated last year
- llama3 implementation one matrix multiplication at a time☆15,211May 23, 2024Updated 2 years ago
- ML algorithms implementations that are good for learning the underlying principles☆28Dec 7, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A simple implementation of Llama 1, 2. Llama Architecture built from scratch using PyTorch all the models are built from scratch that inc…☆14May 6, 2024Updated 2 years ago
- Implementation of the paper "Denoising Diffusion Probabilistic Models" in PyTorch☆71Jul 4, 2023Updated 3 years ago
- Inference Llama 2 in one file of pure C☆20,120Aug 6, 2024Updated 2 years ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆15Aug 31, 2023Updated 3 years ago
- ☆19Dec 3, 2024Updated last year
- GEMM by WMMA (tensor core)☆15Jul 31, 2022Updated 4 years ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,256Aug 22, 2025Updated last year
- Skoltech NLA 2024 course.☆38Dec 10, 2024Updated last year
- A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models☆873Sep 13, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Turning day to night by condition GAN in pytorch☆11May 18, 2018Updated 8 years ago
- ☆18Oct 22, 2024Updated last year
- Optimize GEMM with tensorcore step by step☆40Dec 17, 2023Updated 2 years ago
- Llama causal LM fully recreated in LibTorch. Designed to be used in Unreal Engine 5☆16Sep 19, 2024Updated 2 years ago
- Building a Machine Learning Library from scratch using Python3, based on SOTA library Scikit-learn☆15Jan 20, 2023Updated 3 years ago
- ☆20Nov 3, 2024Updated last year
- Flash Attention in ~100 lines of CUDA (forward pass only)☆1,190Dec 30, 2024Updated last year