hkproj / pytorch-llamaLinks
LLaMA 2 implemented from scratch in PyTorch
☆343Updated last year
Alternatives and similar repositories for pytorch-llama
Users that are interested in pytorch-llama are comparing it to the libraries listed below
Sorting:
- ☆184Updated 7 months ago
- Notes about LLaMA 2 model☆66Updated last year
- This repository contains an implementation of the LLaMA 2 (Large Language Model Meta AI) model, a Generative Pretrained Transformer (GPT)…☆69Updated last year
- LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch☆112Updated 2 years ago
- An extension of the nanoGPT repository for training small MOE models.☆164Updated 4 months ago
- Implementation of FlashAttention in PyTorch☆155Updated 6 months ago
- Distributed training (multi-node) of a Transformer model☆75Updated last year
- Notes and commented code for RLHF (PPO)☆101Updated last year
- Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)☆296Updated 2 years ago
- Notes on quantization in neural networks☆95Updated last year
- ☆334Updated 7 months ago
- ☆206Updated 5 months ago
- Efficient LLM Inference over Long Sequences☆385Updated last month
- A family of compressed models obtained via pruning and knowledge distillation☆347Updated 8 months ago
- Recreating PyTorch from scratch (C/C++, CUDA, NCCL and Python, with multi-GPU support and automatic differentiation!)☆151Updated last year
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆323Updated 3 months ago
- Official PyTorch implementation of QA-LoRA☆138Updated last year
- Explorations into some recent techniques surrounding speculative decoding☆275Updated 7 months ago
- making the official triton tutorials actually comprehensible☆53Updated last week
- Llama from scratch, or How to implement a paper without crying☆573Updated last year
- All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai☆177Updated last year
- Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O☆396Updated last month
- Cataloging released Triton kernels.☆247Updated 6 months ago
- Awesome list for LLM quantization☆260Updated last month
- GPU Kernels☆191Updated 3 months ago
- ☆162Updated last year
- Fast inference from large lauguage models via speculative decoding☆791Updated 11 months ago
- TransMLA: Multi-Head Latent Attention Is All You Need☆335Updated 3 weeks ago
- For releasing code related to compression methods for transformers, accompanying our publications☆437Updated 6 months ago
- A repository to unravel the language of GPUs, making their kernel conversations easy to understand☆188Updated 2 months ago