syncdoth / RetNetLinks
Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent, and chunkwise forward.
☆227Updated last year
Alternatives and similar repositories for RetNet
Users that are interested in RetNet are comparing it to the libraries listed below
Sorting:
- A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (http…☆106Updated 2 years ago
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆560Updated last year
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆422Updated last year
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆375Updated last year
- ☆206Updated 3 weeks ago
- PyTorch Implementation of Jamba: "Jamba: A Hybrid Transformer-Mamba Language Model"☆203Updated this week
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆231Updated last year
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆655Updated last year
- Recurrent Memory Transformer☆154Updated 2 years ago
- Code repository for Black Mamba☆260Updated last year
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆224Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆473Updated last year
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.☆383Updated last year
- Official implementation of TransNormerLLM: A Faster and Better LLM☆248Updated last year
- Annotated version of the Mamba paper☆493Updated last year
- ☆293Updated last year
- Implementation of Block Recurrent Transformer - Pytorch☆223Updated last year
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆294Updated last year
- Quick implementation of nGPT, learning entirely on the hypersphere, from NvidiaAI☆294Updated 7 months ago
- Implementation of the Llama architecture with RLHF + Q-learning☆168Updated 11 months ago
- A repository for log-time feedforward networks☆224Updated last year
- Understand and test language model architectures on synthetic tasks.☆248Updated 3 months ago
- Implementation of MambaByte in "MambaByte: Token-free Selective State Space Model" in Pytorch and Zeta☆126Updated 2 months ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆549Updated 7 months ago
- Some preliminary explorations of Mamba's context scaling.☆218Updated last year
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆244Updated 7 months ago
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆179Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆389Updated last year
- Sequence modeling with Mega.☆302Updated 2 years ago
- (Unofficial) Implementation of dilated attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens" (https://arxiv.org/abs/2307…☆52Updated 2 years ago