ducdauge / sft-llmLinks
Scaling Sparse Fine-Tuning to Large Language Models
☆18Updated last year
Alternatives and similar repositories for sft-llm
Users that are interested in sft-llm are comparing it to the libraries listed below
Sorting:
- Xmixers: A collection of SOTA efficient token/channel mixers☆28Updated 4 months ago
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆29Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆41Updated last week
- [ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang☆14Updated 2 years ago
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆25Updated 2 years ago
- ☆20Updated 3 years ago
- triton ver of gqa flash attn, based on the tutorial☆12Updated last year
- ☆57Updated last year
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Updated 2 years ago
- ☆20Updated last year
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Updated last year
- Codebase for Instruction Following without Instruction Tuning☆36Updated last year
- Awesome Triton Resources☆39Updated 8 months ago
- [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling☆40Updated 2 years ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆56Updated 11 months ago
- Here we will test various linear attention designs.☆62Updated last year
- Stick-breaking attention☆62Updated 6 months ago
- ☆19Updated last year
- ☆35Updated last year
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- ☆51Updated last year
- ☆20Updated last year
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆58Updated 2 weeks ago
- ☆32Updated last year
- [EMNLP 2022] Official implementation of Transnormer in our EMNLP 2022 paper - The Devil in Linear Transformer☆64Updated 2 years ago
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆66Updated last year
- Code repository for the public reproduction of the language modelling experiments on "MatFormer: Nested Transformer for Elastic Inference…☆31Updated 2 years ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆44Updated last year
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Updated last year
- Long Context Extension and Generalization in LLMs☆62Updated last year