lucidrains / MEGABYTE-pytorch
Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
☆640Updated 3 months ago
Alternatives and similar repositories for MEGABYTE-pytorch:
Users that are interested in MEGABYTE-pytorch are comparing it to the libraries listed below
- LOMO: LOw-Memory Optimization☆984Updated 9 months ago
- Code for the ALiBi method for transformer language models (ICLR 2022)☆521Updated last year
- Implementation of Recurrent Memory Transformer, Neurips 2022 paper, in Pytorch☆407Updated 3 months ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆626Updated 8 months ago
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆211Updated 7 months ago
- [NIPS2023] RRHF & Wombat☆806Updated last year
- PyTorch implementation of Infini-Transformer from "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention…☆288Updated 11 months ago
- Official implementation of TransNormerLLM: A Faster and Better LLM☆243Updated last year
- Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…☆531Updated last year
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆448Updated 11 months ago
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆693Updated last year
- Code for fine-tuning Platypus fam LLMs using LoRA☆629Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,099Updated last year
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆226Updated 7 months ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆510Updated 5 months ago
- Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"☆549Updated 3 months ago
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,060Updated last year
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆394Updated 11 months ago
- [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning☆600Updated last year
- Recurrent Memory Transformer☆149Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆386Updated 9 months ago
- Implementation of ST-Moe, the latest incarnation of MoE after years of research at Brain, in Pytorch☆327Updated 10 months ago
- Large Context Attention☆703Updated 2 months ago
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,508Updated 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 10 months ago
- ☆542Updated 4 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆715Updated 6 months ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,236Updated last month
- Language Modeling with the H3 State Space Model☆519Updated last year
- distributed trainer for LLMs☆572Updated 10 months ago