fkodom / yet-another-retnetLinks
A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (https://arxiv.org/pdf/2307.08621.pdf)
☆105Updated last year
Alternatives and similar repositories for yet-another-retnet
Users that are interested in yet-another-retnet are comparing it to the libraries listed below
Sorting:
- Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent,…☆226Updated last year
- Implementation of Agent Attention in Pytorch☆91Updated last year
- Implementation of Infini-Transformer in Pytorch☆111Updated 8 months ago
- Implementation of Block Recurrent Transformer - Pytorch☆220Updated last year
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆187Updated last week
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆229Updated last year
- Griffin MQA + Hawk Linear RNN Hybrid☆89Updated last year
- ☆293Updated 8 months ago
- Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch☆320Updated 5 months ago
- A repository for DenseSSMs☆88Updated last year
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆121Updated 10 months ago
- Implementation of MoE Mamba from the paper: "MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts" in Pytorch and Ze…☆110Updated this week
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆56Updated last week
- Explorations into the recently proposed Taylor Series Linear Attention☆100Updated last year
- Official implementation of "Hydra: Bidirectional State Space Models Through Generalized Matrix Mixers"☆158Updated 7 months ago
- Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch☆123Updated 9 months ago
- Official repository for the paper "SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention"☆98Updated 11 months ago
- Implementation of the Llama architecture with RLHF + Q-learning☆166Updated 7 months ago
- Official PyTorch Implementation of "The Hidden Attention of Mamba Models"☆226Updated last year
- Implementation of MambaByte in "MambaByte: Token-free Selective State Space Model" in Pytorch and Zeta☆123Updated last week
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆128Updated last year
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆360Updated last year
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆205Updated last week
- Implementation of GateLoop Transformer in Pytorch and Jax☆90Updated last year
- RWKV, in easy to read code☆71Updated 5 months ago
- ☆195Updated last week
- Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public☆89Updated 2 months ago
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆124Updated last year
- Implementation of the paper: "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆105Updated this week
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆221Updated last year