ducdauge / sft-llmLinks
Scaling Sparse Fine-Tuning to Large Language Models
☆18Updated 2 years ago
Alternatives and similar repositories for sft-llm
Users that are interested in sft-llm are comparing it to the libraries listed below
Sorting:
- ☆57Updated last year
- ☆20Updated 3 years ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆42Updated last month
- ☆20Updated last year
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆30Updated last year
- Awesome Triton Resources☆39Updated 9 months ago
- [NeurIPS 2023 spotlight] Official implementation of HGRN in our NeurIPS 2023 paper - Hierarchically Gated Recurrent Neural Network for Se…☆66Updated last year
- Here we will test various linear attention designs.☆62Updated last year
- ☆35Updated last year
- [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling☆40Updated 2 years ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆27Updated last year
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆58Updated last week
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆25Updated 2 years ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆58Updated 11 months ago
- Long Context Extension and Generalization in LLMs☆62Updated last year
- Code for ICML 25 paper "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"☆49Updated 7 months ago
- ☆20Updated last year
- Using FlexAttention to compute attention with different masking patterns☆47Updated last year
- Sparse Backpropagation for Mixture-of-Expert Training☆29Updated last year
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆30Updated last year
- Code for paper "Patch-Level Training for Large Language Models"☆97Updated 2 months ago
- ☆53Updated 2 years ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆20Updated 7 months ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"☆110Updated 3 months ago
- triton ver of gqa flash attn, based on the tutorial☆12Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆44Updated last year
- Linear Attention Sequence Parallelism (LASP)☆88Updated last year
- ☆19Updated last year
- Repository of the paper "Accelerating Transformer Inference for Translation via Parallel Decoding"☆123Updated last year