microsoft / AutoMoELinks
AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
☆48Updated 3 years ago
Alternatives and similar repositories for AutoMoE
Users that are interested in AutoMoE are comparing it to the libraries listed below
Sorting:
- ☆64Updated last year
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Updated 2 years ago
- 32 times longer context window than vanilla Transformers and up to 4 times longer than memory efficient Transformers.☆50Updated 2 years ago
- Official PyTorch implementation of CD-MOE☆12Updated 10 months ago
- The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"☆19Updated last year
- JORA: JAX Tensor-Parallel LoRA Library (ACL 2024)☆36Updated last year
- Can GPT-4 Perform Neural Architecture Search?☆88Updated 2 years ago
- ☆26Updated 2 years ago
- Codebase for Instruction Following without Instruction Tuning☆36Updated last year
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆58Updated last week
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆102Updated last year
- ☆27Updated last year
- DatasetResearch: Benchmarking Agent Systems for Demand-Driven Dataset Discovery☆20Updated 4 months ago
- ☆58Updated last year
- Official repository for the paper "Approximating Two-Layer Feedforward Networks for Efficient Transformers"☆38Updated 7 months ago
- Code for PHATGOOSE introduced in "Learning to Route Among Specialized Experts for Zero-Shot Generalization"☆91Updated last year
- Understanding the correlation between different LLM benchmarks☆29Updated 2 years ago
- Linear Attention Sequence Parallelism (LASP)☆88Updated last year
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆81Updated 2 years ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆58Updated last year
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆69Updated last year
- HGRN2: Gated Linear RNNs with State Expansion☆56Updated last year
- Code repository for the public reproduction of the language modelling experiments on "MatFormer: Nested Transformer for Elastic Inference…☆31Updated 2 years ago
- This repository contains papers for a comprehensive survey on accelerated generation techniques in Large Language Models (LLMs).☆11Updated last year
- ☆63Updated 7 months ago
- Using FlexAttention to compute attention with different masking patterns☆47Updated last year
- The repository contains code for Adaptive Data Optimization☆32Updated last year
- ☆20Updated last year
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆33Updated last year