VITA-Group / Data-Efficient-Scaling
[ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang
☆14Updated last year
Alternatives and similar repositories for Data-Efficient-Scaling:
Users that are interested in Data-Efficient-Scaling are comparing it to the libraries listed below
- ☆19Updated last year
- Xmixers: A collection of SOTA efficient token/channel mixers☆12Updated 3 months ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆48Updated last year
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆35Updated 10 months ago
- Official repository of paper "RNNs Are Not Transformers (Yet): The Key Bottleneck on In-context Retrieval"☆25Updated 9 months ago
- Stick-breaking attention☆42Updated last month
- ☆13Updated 2 years ago
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆46Updated 2 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models☆28Updated 8 months ago
- Repo for ACL2023 Findings paper "Emergent Modularity in Pre-trained Transformers"☆21Updated last year
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"☆65Updated last year
- ☆18Updated 8 months ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆40Updated 2 months ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆43Updated last week
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆22Updated last year
- Official implementation of the paper: "A deeper look at depth pruning of LLMs"☆13Updated 6 months ago
- Official code for the paper "Attention as a Hypernetwork"☆23Updated 7 months ago
- Offcial Repo of Paper "Eliminating Position Bias of Language Models: A Mechanistic Approach""☆11Updated 5 months ago
- [ACL 2023] Code for paper “Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation”(https://arxiv.org/abs/2305.…☆38Updated last year
- ☆20Updated 2 years ago
- Official Code Repository for the paper "Key-value memory in the brain"☆22Updated 3 weeks ago
- ☆13Updated last year
- ☆30Updated 8 months ago
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…☆25Updated 9 months ago
- ☆14Updated last year
- Code for the ACL-2022 paper "StableMoE: Stable Routing Strategy for Mixture of Experts"☆44Updated 2 years ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated 8 months ago
- Codebase for Instruction Following without Instruction Tuning☆33Updated 4 months ago
- 32 times longer context window than vanilla Transformers and up to 4 times longer than memory efficient Transformers.☆44Updated last year