lucidrains / simple-hierarchical-transformerLinks
Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT
☆215Updated 11 months ago
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☆228Updated 10 months ago
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆412Updated 6 months ago
- Implementation of the Llama architecture with RLHF + Q-learning☆166Updated 6 months ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆89Updated last year
- Some personal experiments around routing tokens to different autoregressive attention, akin to mixture-of-experts☆120Updated 9 months ago
- Implementation of Block Recurrent Transformer - Pytorch☆220Updated 11 months ago
- Explorations into the recently proposed Taylor Series Linear Attention☆100Updated 11 months ago
- Implementation of 🌻 Mirasol, SOTA Multimodal Autoregressive model out of Google Deepmind, in Pytorch☆89Updated last year
- ☆166Updated 2 years ago
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆116Updated 2 years ago
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆130Updated last year
- Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…☆54Updated last year
- Recurrent Memory Transformer☆150Updated last year
- Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023☆136Updated last year
- Understand and test language model architectures on synthetic tasks.☆221Updated 2 weeks ago
- Implementation of Infini-Transformer in Pytorch☆111Updated 6 months ago
- Implementation of Mega, the Single-head Attention with Multi-headed EMA architecture that currently holds SOTA on Long Range Arena☆204Updated 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 Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch☆101Updated 2 years ago
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆187Updated 3 years ago
- JAX implementation of the Llama 2 model☆219Updated last year
- Standalone Product Key Memory module in Pytorch - for augmenting Transformer models☆82Updated last year
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆352Updated last year
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆127Updated 11 months ago
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆238Updated last month
- some common Huggingface transformers in maximal update parametrization (µP)☆82Updated 3 years ago
- ☆256Updated last month
- ☆53Updated last year
- Just some miscellaneous utility functions / decorators / modules related to Pytorch and Accelerate to help speed up implementation of new…☆124Updated last year
- Griffin MQA + Hawk Linear RNN Hybrid☆88Updated last year