IST-DASLab / MicroAdam
This repository contains code for the MicroAdam paper.
☆12Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for MicroAdam
- ☆35Updated 9 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆38Updated 10 months ago
- QuIP quantization☆46Updated 8 months ago
- ☆62Updated 3 months ago
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆30Updated 3 months ago
- This repo is based on https://github.com/jiaweizzhao/GaLore☆19Updated 2 months ago
- Here we will test various linear attention designs.☆56Updated 6 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆34Updated 8 months ago
- Repository for CPU Kernel Generation for LLM Inference☆25Updated last year
- Code repository for the public reproduction of the language modelling experiments on "MatFormer: Nested Transformer for Elastic Inference…☆18Updated last year
- Code for studying the super weight in LLM☆16Updated last week
- Reference implementation of "Softmax Attention with Constant Cost per Token" (Heinsen, 2024)☆24Updated 5 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆92Updated last month
- A repository for research on medium sized language models.☆74Updated 5 months ago
- ☆35Updated 3 weeks ago
- Triton Implementation of HyperAttention Algorithm☆46Updated 11 months ago
- ☆53Updated 3 weeks ago
- FBI-LLM: Scaling Up Fully Binarized LLMs from Scratch via Autoregressive Distillation☆46Updated 4 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"☆56Updated last month
- An algorithm for static activation quantization of LLMs☆77Updated last week
- 32 times longer context window than vanilla Transformers and up to 4 times longer than memory efficient Transformers.☆43Updated last year
- Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆74Updated 5 months ago
- ☆25Updated 11 months ago
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆43Updated 4 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆49Updated 3 weeks ago
- The Efficiency Spectrum of LLM☆52Updated 11 months ago
- ☆57Updated last week
- ☆96Updated last month
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆26Updated 5 months ago
- Official Implementation Of The Paper: `DeciMamba: Exploring the Length Extrapolation Potential of Mamba'☆20Updated 3 months ago