JL-er / MiSSLinks
MiSS is a novel PEFT method that features a low-rank structure but introduces a new update mechanism distinct from LoRA, achieving an excellent balance between performance and efficiency.
☆23Updated last month
Alternatives and similar repositories for MiSS
Users that are interested in MiSS are comparing it to the libraries listed below
Sorting:
- RWKV-X is a Linear Complexity Hybrid Language Model based on the RWKV architecture, integrating Sparse Attention to improve the model's l…☆47Updated 2 months ago
- Here we will test various linear attention designs.☆62Updated last year
- ☆38Updated 5 months ago
- RWKV-7: Surpassing GPT☆96Updated 10 months ago
- DPO, but faster 🚀☆44Updated 10 months ago
- RADLADS training code☆28Updated 5 months ago
- ☆64Updated 6 months ago
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆35Updated 7 months ago
- ☆86Updated 8 months ago
- Pytorch implementation of the PEER block from the paper, Mixture of A Million Experts, by Xu Owen He at Deepmind☆129Updated last year
- Tiny re-implementation of MDM in style of LLaDA and nano-gpt speedrun☆56Updated 6 months ago
- Fast modular code to create and train cutting edge LLMs☆68Updated last year
- [NeurIPS 2024] Low rank memory efficient optimizer without SVD☆31Updated 3 months ago
- Repository for "TESS-2: A Large-Scale, Generalist Diffusion Language Model"☆50Updated 7 months ago
- BFloat16 Fused Adam Operator for PyTorch☆15Updated 10 months ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆155Updated 6 months ago
- A large-scale RWKV v7(World, PRWKV, Hybrid-RWKV) inference. Capable of inference by combining multiple states(Pseudo MoE). Easy to deploy…☆44Updated 3 weeks ago
- A repository for research on medium sized language models.☆78Updated last year
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated 11 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆89Updated 2 months ago
- ☆52Updated 11 months ago
- ☆19Updated 9 months ago
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆161Updated 5 months ago
- ☆85Updated last year
- Experimental playground for benchmarking language model (LM) architectures, layers, and tricks on smaller datasets. Designed for flexible…☆81Updated last month
- https://x.com/BlinkDL_AI/status/1884768989743882276☆28Updated 5 months ago
- A fork of the PEFT library, supporting Robust Adaptation (RoSA)☆15Updated last year
- Fast and memory-efficient exact attention☆70Updated 7 months ago
- GoldFinch and other hybrid transformer components☆45Updated last year