hkproj / pytorch-loraLinks
LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch
☆122Updated 2 years ago
Alternatives and similar repositories for pytorch-lora
Users that are interested in pytorch-lora are comparing it to the libraries listed below
Sorting:
- LLaMA 2 implemented from scratch in PyTorch☆366Updated 2 years ago
- Distributed training (multi-node) of a Transformer model☆94Updated last year
- LoRA and DoRA from Scratch Implementations☆215Updated last year
- Notes about "Attention is all you need" video (https://www.youtube.com/watch?v=bCz4OMemCcA)☆337Updated 2 years ago
- A Simplified PyTorch Implementation of Vision Transformer (ViT)☆236Updated last year
- ☆46Updated 8 months ago
- ☆236Updated last year
- Tutorial for how to build BERT from scratch☆102Updated last year
- Implementation of the paper "Denoising Diffusion Probabilistic Models" in PyTorch☆67Updated 2 years ago
- From scratch implementation of a vision language model in pure PyTorch☆253Updated last year
- An extension of the nanoGPT repository for training small MOE models.☆236Updated 11 months ago
- A set of scripts and notebooks on LLM finetunning and dataset creation☆116Updated last year
- Notes and commented code for RLHF (PPO)☆124Updated last year
- Complete implementation of Llama2 with/without KV cache & inference 🚀☆49Updated last year
- I will build Transformer from scratch☆84Updated 6 months ago
- Well documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.☆282Updated last year
- Reference implementation of Mistral AI 7B v0.1 model.☆28Updated 2 years ago
- a simplified version of Meta's Llama 3 model to be used for learning☆44Updated last year
- Notes on quantization in neural networks☆117Updated 2 years ago
- ☆100Updated last year
- Notes about LLaMA 2 model☆72Updated 2 years ago
- This repository contains an implementation of the LLaMA 2 (Large Language Model Meta AI) model, a Generative Pretrained Transformer (GPT)…☆74Updated 2 years ago
- GPU Kernels☆220Updated 9 months ago
- Prune transformer layers☆74Updated last year
- Starter pack for NeurIPS LLM Efficiency Challenge 2023.☆129Updated 2 years ago
- RAGs: Simple implementations of Retrieval Augmented Generation (RAG) Systems☆141Updated last year
- minimal GRPO implementation from scratch☆102Updated 10 months ago
- Combining ViT and GPT-2 for image captioning. Trained on MS-COCO. The model was implemented mostly from scratch.☆48Updated 2 years ago
- LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.☆200Updated last year
- Rebuild the Stable Diffusion Model in a single python script. Tutorial for Harvard ML from Scratch Series☆224Updated last year