[ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)
☆22May 24, 2023Updated 2 years ago
Alternatives and similar repositories for Xcompression
Users that are interested in Xcompression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Jun 16, 2021Updated 4 years ago
- [NAACL 24 Oral] LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models☆39Jan 9, 2025Updated last year
- KnowMAN: Weakly Supervised Multinomial Adversarial Networks☆12Nov 9, 2021Updated 4 years ago
- ☆16May 14, 2024Updated last year
- 😎 A curated list of tensor decomposition resources for model compression.☆109Mar 14, 2026Updated 3 weeks 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.
- [NeurIPS 2022]MorphTE: Injecting Morphology in Tensorized Embeddings☆17Oct 29, 2022Updated 3 years ago
- [Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fi…☆12Sep 17, 2024Updated last year
- Dataset for Unified Editing, EMNLP 2023. This is a model editing dataset where edits are natural language phrases.☆24Sep 4, 2024Updated last year
- Implementation and experiments for Partially Supervised NER via Expected Entity Ratio in TACL 2022☆14Nov 7, 2022Updated 3 years ago
- ☆16Dec 14, 2022Updated 3 years ago
- Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"☆30Jul 14, 2023Updated 2 years ago
- Performs a faster tensor train (TT) decomposition for large sparse data☆14Sep 7, 2020Updated 5 years ago
- code for paper "learning to fool the speaker recognition"☆10Jun 12, 2020Updated 5 years ago
- Verilog bit slicing for python☆11May 13, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Code base for the EMNLP 2021 Findings paper: Cartography Active Learning☆14Jun 3, 2025Updated 10 months ago
- [ICLR 2025] RaSA: Rank-Sharing Low-Rank Adaptation☆10May 19, 2025Updated 10 months ago
- 机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格…☆10Feb 25, 2020Updated 6 years ago
- The repo for HiRA paper☆37Jan 9, 2026Updated 3 months ago
- Official codes for COLING 2024 paper "Robust and Scalable Model Editing for Large Language Models": https://arxiv.org/abs/2403.17431v1☆14Mar 27, 2024Updated 2 years ago
- ☆17Dec 19, 2024Updated last year
- Pytorch Implementation of EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks☆62Jan 22, 2022Updated 4 years ago
- The Codebase for Causal Distillation for Language Models (NAACL '22)☆26May 1, 2022Updated 3 years ago
- xKV: Cross-Layer SVD for KV-Cache Compression☆48Nov 30, 2025Updated 4 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An extention of pytorch for low precision training / inference☆10Aug 28, 2023Updated 2 years ago
- Accelerating DNN inference and training on Zynq☆16Jul 22, 2020Updated 5 years ago
- CalorieCaptorGlass : Food Calorie Estimation based on Actual Size using HoloLens and Deep Learning (IEEE VR 2020 Demo)☆13Aug 11, 2021Updated 4 years ago
- ☆12Dec 26, 2024Updated last year
- distill large scale web page text☆12Jul 29, 2023Updated 2 years ago
- Efficient Speech Processing Tookit for Automatic Speaker Recognition☆17Feb 8, 2023Updated 3 years ago
- ☆15Dec 19, 2023Updated 2 years ago
- HGRN2: Gated Linear RNNs with State Expansion☆57Aug 20, 2024Updated last year
- A side project that follows all the acceleration tricks in tinyllama, with the minimal modification to the huggingface transformers code.☆13Sep 2, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆13Oct 11, 2022Updated 3 years ago
- ☆21Oct 2, 2024Updated last year
- **ASCM4ABSA** - Our code and proposed data for NLPCC 2022 paper titled "Aspect-specific Context Modeling for Aspect-based Sentiment Analy…☆12Mar 26, 2023Updated 3 years ago
- hardware (ASIC) DEFLATE designed for low-latency page-granularity memory compression and implemented in Chisel☆16Nov 15, 2024Updated last year
- An implementation of the DISP-LLM method from the NeurIPS 2024 paper: Dimension-Independent Structural Pruning for Large Language Models.☆25Aug 6, 2025Updated 8 months ago
- ☆49Mar 20, 2026Updated 3 weeks ago
- Code for ACL 2022 paper "Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation"☆30Apr 2, 2022Updated 4 years ago