lucidrains / MEGABYTE-pytorchLinks
Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
☆649Updated 8 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:
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆414Updated 8 months ago
- LOMO: LOw-Memory Optimization☆990Updated last year
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆559Updated 8 months ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆542Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆969Updated last year
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,063Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆463Updated last year
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆651Updated last year
- Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"☆711Updated last year
- Code for fine-tuning Platypus fam LLMs using LoRA☆628Updated 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☆220Updated last year
- Convolutions for Sequence Modeling☆896Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆229Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers☆425Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,127Updated last year
- Official implementation of TransNormerLLM: A Faster and Better LLM☆246Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆399Updated last year
- minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.☆474Updated 2 years ago
- ☆460Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,598Updated last year
- ☆547Updated 8 months ago
- Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch☆871Updated last year
- Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.☆381Updated last year
- [NIPS2023] RRHF & Wombat☆812Updated last year
- A repository for research on medium sized language models.☆510Updated 3 months ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆635Updated 2 years ago
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆388Updated last year
- A minimum example of aligning language models with RLHF similar to ChatGPT☆221Updated last year
- Mamba-Chat: A chat LLM based on the state-space model architecture 🐍☆929Updated last year