rasbt / dora-from-scratch
LoRA and DoRA from Scratch Implementations
☆179Updated 6 months ago
Related projects: ⓘ
- Implementation of DoRA☆278Updated 3 months ago
- NeurIPS Large Language Model Efficiency Challenge: 1 LLM + 1GPU + 1Day☆248Updated 10 months ago
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆161Updated last week
- ☆191Updated 2 months ago
- From scratch implementation of a vision language model in pure PyTorch☆149Updated 4 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆158Updated 2 months ago
- The official evaluation suite and dynamic data release for MixEval.☆200Updated this week
- A family of compressed models obtained via pruning and knowledge distillation☆241Updated 3 weeks ago
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆271Updated 4 months ago
- A set of scripts and notebooks on LLM finetunning and dataset creation☆89Updated this week
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆285Updated this week
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆323Updated last month
- ☆174Updated 4 months ago
- ☆190Updated last week
- Toolkit for attaching, training, saving and loading of new heads for transformer models☆237Updated last week
- Manage scalable open LLM inference endpoints in Slurm clusters☆217Updated 2 months ago
- [ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation☆570Updated 2 weeks ago
- Prune transformer layers☆60Updated 3 months ago
- A easy, reliable, fluid template for python packages complete with docs, testing suites, readme's, github workflows, linting and much muc…☆125Updated last week
- LORA: Low-Rank Adaptation of Large Language Models implemented using PyTorch☆72Updated last year
- Implementation of the Llama architecture with RLHF + Q-learning☆155Updated 8 months ago
- An Open Source Toolkit For LLM Distillation☆284Updated last month
- This code repository contains the code used for my "Optimizing Memory Usage for Training LLMs and Vision Transformers in PyTorch" blog po…☆84Updated last year
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆217Updated 6 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆290Updated 5 months ago
- For releasing code related to compression methods for transformers, accompanying our publications☆356Updated 2 weeks ago
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆195Updated 4 months ago
- Official PyTorch implementation of QA-LoRA☆111Updated 6 months ago
- Official repository for ORPO☆409Updated 3 months ago
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆309Updated last week