lucidrains / MEGABYTE-pytorchLinks
Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
☆652Updated 9 months ago
Alternatives and similar repositories for MEGABYTE-pytorch
Users that are interested in MEGABYTE-pytorch are comparing it to the libraries listed below
Sorting:
- LOMO: LOw-Memory Optimization☆990Updated last year
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆560Updated 9 months ago
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆417Updated 8 months ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆543Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆971Updated last year
- Code for fine-tuning Platypus fam LLMs using LoRA☆628Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,130Updated last year
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,063Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆230Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆463Updated last year
- Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"☆711Updated last year
- Automatically split your PyTorch models on multiple GPUs for training & inference☆656Updated last year
- Convolutions for Sequence Modeling☆898Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆400Updated last year
- minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.☆479Updated 2 years ago
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,010Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,613Updated last year
- Official implementation of TransNormerLLM: A Faster and Better LLM☆247Updated last year
- Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent,…☆226Updated last year
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆223Updated last year
- Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript☆601Updated last year
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆652Updated last year
- A repository for research on medium sized language models.☆509Updated 3 months ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆635Updated 2 years ago
- distributed trainer for LLMs☆580Updated last year
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆363Updated last year
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆291Updated last year
- A minimum example of aligning language models with RLHF similar to ChatGPT☆221Updated 2 years ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆873Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆425Updated last year