Layer-wise Pruning of Transformer Heads for Efficient Language Modeling
☆22Feb 22, 2022Updated 4 years ago
Alternatives and similar repositories for Attention-Head-Pruning
Users that are interested in Attention-Head-Pruning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- TernGEMM: General Matrix Multiply Library with Ternary Weights for Fast DNN Inference☆14Feb 22, 2022Updated 4 years ago
- LLM fine-tuning with LoRA + NVFP4/MXFP8 on NVIDIA DGX Spark (Blackwell GB10)☆21Dec 22, 2025Updated 7 months ago
- Contains the k2arm framework, results and slides from the presentation at Forum Künstliche Intelligenz☆14May 15, 2019Updated 7 years ago
- [NeurIPS'25] KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems☆18Nov 1, 2025Updated 9 months ago
- This repo investigates LLMs' tendency to exhibit acquiescence bias in sequential QA interactions. Includes evaluation methods, datasets, …☆17Apr 24, 2026Updated 3 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICLR'25] R-Sparse: Rank-Aware Activation Sparsity for Efficient LLM Inference☆21Apr 28, 2025Updated last year
- ☆13Sep 24, 2023Updated 2 years ago
- A multi-producer multi-consumer lock-free ring buffer implementation☆14Jul 21, 2019Updated 7 years ago
- ☆22Oct 4, 2019Updated 6 years ago
- INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target☆18Jan 10, 2020Updated 6 years ago
- ☆12Feb 23, 2023Updated 3 years ago
- Test Suite for common defects in Audio Unit plug-ins☆15Sep 4, 2014Updated 11 years ago
- final-project-level3-nlp-02 created by GitHub Classroom☆11Dec 31, 2021Updated 4 years ago
- PET-SQL: A Prompt-enhanced Two-stage Text-to-SQL Framework with Cross-consistency☆20Mar 29, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 😎 Awesome papers on token redundancy reduction☆14Mar 12, 2025Updated last year
- IC implementation of TPU☆160Dec 18, 2019Updated 6 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- Code for High-Capacity Expert Binary Networks (ICLR 2021).☆27Dec 3, 2021Updated 4 years ago
- Proof system for Fact Verification☆14Jun 7, 2022Updated 4 years ago
- Efficient LLM Inference Acceleration using Prompting☆50Oct 22, 2024Updated last year
- [ACL-IJCNLP 2021] "EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets" by Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, …☆18Dec 30, 2021Updated 4 years ago
- [ICLR 2023] PyTorch code for DFPC: Data flow driven pruning of coupled channels without data.☆15Aug 25, 2023Updated 2 years ago
- ☆19Oct 3, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆10Nov 22, 2022Updated 3 years ago
- CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization☆12Aug 3, 2024Updated 2 years ago
- Codes for "NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer" (ACL 2021 findings)☆15Nov 3, 2021Updated 4 years ago
- ☆21Mar 8, 2020Updated 6 years ago
- Code for RECENT☆13Dec 18, 2022Updated 3 years ago
- Code for "Structured Sparsity Inducing Adaptive Optimizers for Deep Learning" in PyTorch☆18Feb 11, 2021Updated 5 years ago
- Deploy mlflow models as JSON APIs with minimal new code☆20Apr 10, 2026Updated 4 months ago
- compare the theory attention gradient with PyTorch attention gradient☆16Apr 1, 2024Updated 2 years ago
- different AI algorithms to solve board games☆18Nov 4, 2018Updated 7 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Swift package containing useful code for AUv3 components.☆25Dec 31, 2025Updated 7 months ago
- Vision Transformer Pruning☆57Dec 9, 2021Updated 4 years ago
- Learning and rediscovering ML from total scratch☆12Aug 30, 2021Updated 4 years ago
- Experiments codes for WSDM '24 paper "MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems"☆11May 31, 2024Updated 2 years ago
- [NeurIPS2022] Where to Pay Attention in Sparse Training for Feature Selection?☆12Feb 10, 2023Updated 3 years ago
- VHDL Implementation☆15Oct 9, 2014Updated 11 years ago
- ☆17Feb 28, 2018Updated 8 years ago