lucidrains / MEGABYTE-pytorchLinks
Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
☆654Updated last year
Alternatives and similar repositories for MEGABYTE-pytorch
Users that are interested in MEGABYTE-pytorch are comparing it to the libraries listed below
Sorting:
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆562Updated last year
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆422Updated last year
- Code for the ALiBi method for transformer language models (ICLR 2022)☆549Updated 2 years ago
- LOMO: LOw-Memory Optimization☆987Updated last year
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,066Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆981Updated 2 years ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆473Updated last year
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆224Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,142Updated 2 years ago
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆231Updated last year
- Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent,…☆227Updated last year
- Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"☆714Updated 2 years ago
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆294Updated last year
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆666Updated last year
- Convolutions for Sequence Modeling☆910Updated last year
- Code for fine-tuning Platypus fam LLMs using LoRA☆630Updated 2 years ago
- Official implementation of TransNormerLLM: A Faster and Better LLM☆249Updated 2 years ago
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆409Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆426Updated 2 years ago
- minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.☆492Updated 2 years ago
- ☆552Updated last year
- Rectified Rotary Position Embeddings☆387Updated last year
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆378Updated last year
- Recurrent Memory Transformer☆155Updated 2 years ago
- [NIPS2023] RRHF & Wombat☆809Updated 2 years ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆639Updated 2 years ago
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.☆382Updated last year
- Reference implementation of Megalodon 7B model☆529Updated 8 months ago
- Automatically split your PyTorch models on multiple GPUs for training & inference☆656Updated 2 years ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆877Updated 2 years ago