minyoungg / LTE
☆67Updated 8 months ago
Alternatives and similar repositories for LTE:
Users that are interested in LTE are comparing it to the libraries listed below
- This repo is based on https://github.com/jiaweizzhao/GaLore☆26Updated 6 months ago
- ☆125Updated last year
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models"☆59Updated 5 months ago
- A repository for research on medium sized language models.☆76Updated 10 months ago
- Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction" (ICLR'24)☆54Updated 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,…☆44Updated 8 months ago
- ☆76Updated 2 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆97Updated 5 months ago
- ☆194Updated 3 months ago
- Language models scale reliably with over-training and on downstream tasks☆96Updated 11 months ago
- ☆74Updated 7 months ago
- ☆76Updated 8 months ago
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆53Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 9 months ago
- ☆87Updated 6 months ago
- Code for studying the super weight in LLM☆94Updated 3 months ago
- Work in progress.☆50Updated last week
- This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.☆102Updated 8 months ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆38Updated 5 months ago
- PB-LLM: Partially Binarized Large Language Models☆152Updated last year
- Code repository for the c-BTM paper☆106Updated last year
- A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.☆65Updated 7 months ago
- ☆60Updated 10 months ago
- Collection of autoregressive model implementation☆83Updated last month
- Repo hosting codes and materials related to speeding LLMs' inference using token merging.☆35Updated 10 months ago
- ☆43Updated last year
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆58Updated 2 months ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆125Updated 3 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- Code accompanying the paper "Massive Activations in Large Language Models"☆150Updated last year