lucidrains / simple-hierarchical-transformerLinks
Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
☆222Updated last year
Alternatives and similar repositories for simple-hierarchical-transformer
Users that are interested in simple-hierarchical-transformer are comparing it to the libraries listed below
Sorting:
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆230Updated last year
- Implementation of the Llama architecture with RLHF + Q-learning☆167Updated 8 months ago
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆417Updated 9 months ago
- Implementation of Block Recurrent Transformer - Pytorch☆221Updated last year
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆119Updated last year
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆115Updated 2 years ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆90Updated last year
- Recurrent Memory Transformer☆151Updated 2 years ago
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆132Updated last year
- Implementation of Infini-Transformer in Pytorch☆113Updated 9 months ago
- ☆166Updated 2 years ago
- Explorations into the recently proposed Taylor Series Linear Attention☆99Updated last year
- Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023☆136Updated last year
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆206Updated 2 years ago
- some common Huggingface transformers in maximal update parametrization (µP)☆85Updated 3 years ago
- Understand and test language model architectures on synthetic tasks.☆233Updated 3 weeks 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…☆52Updated 2 years ago
- Implementation of 🌻 Mirasol, SOTA Multimodal Autoregressive model out of Google Deepmind, in Pytorch☆88Updated last year
- Griffin MQA + Hawk Linear RNN Hybrid☆89Updated last year
- JAX implementation of the Llama 2 model☆216Updated last year
- Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆101Updated 2 years ago
- ☆81Updated last year
- Official Repository of Pretraining Without Attention (BiGS), BiGS is the first model to achieve BERT-level transfer learning on the GLUE …☆114Updated last year
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆188Updated 3 years ago
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆241Updated 4 months ago
- ☆53Updated last year
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆166Updated 3 months ago
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆129Updated last year
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆123Updated last year
- ☆200Updated last month