[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 2 years ago
- 😎 A curated list of tensor decomposition resources for model compression.☆111Apr 19, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [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
- 🎓Automatically Update LLM inference systems Papers Daily using Github Actions (Update Every 12th hours)☆12May 13, 2026Updated last week
- ☆12Mar 17, 2026Updated 2 months ago
- ☆16Dec 14, 2022Updated 3 years ago
- Code for ACL 2023 paper titled "Lifting the Curse of Capacity Gap in Distilling Language Models"☆29Jul 14, 2023Updated 2 years ago
- Performs a faster tensor train (TT) decomposition for large sparse data☆14Sep 7, 2020Updated 5 years ago
- [EMNLP 24] Source code for paper 'AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tu…☆13Dec 15, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code base for the EMNLP 2021 Findings paper: Cartography Active Learning☆14Jun 3, 2025Updated 11 months ago
- ☆11Aug 2, 2024Updated last year
- ☆10Nov 27, 2024Updated last year
- Pytorch implementation of paper: Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization.☆12May 18, 2023Updated 3 years 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
- codes for Neural Architecture Ranker and detailed cell information datasets based on NAS-Bench series☆12Jul 11, 2022Updated 3 years ago
- Pytorch Implementation of EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks☆62Jan 22, 2022Updated 4 years ago
- ☆10Sep 27, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The Codebase for Causal Distillation for Language Models (NAACL '22)☆26May 1, 2022Updated 4 years ago
- xKV: Cross-Layer SVD for KV-Cache Compression☆48Nov 30, 2025Updated 5 months ago
- ☆11May 24, 2024Updated last year
- An extention of pytorch for low precision training / inference☆10Aug 28, 2023Updated 2 years ago
- A thoroughly investigated survey for tensorial neural networks.☆152Jan 15, 2025Updated last year
- 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
- Pipelined Processor which implements RV32i Instruction Set. Also contains pipelined L1 4-way set-associative Instruction Cache, direct-ma…☆14Dec 23, 2022Updated 3 years ago
- distill large scale web page text☆12Jul 29, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆15Dec 19, 2023Updated 2 years ago
- 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
- ☆11May 9, 2022Updated 4 years ago
- hardware (ASIC) DEFLATE designed for low-latency page-granularity memory compression and implemented in Chisel☆16Nov 15, 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
- An implementation of the DISP-LLM method from the NeurIPS 2024 paper: Dimension-Independent Structural Pruning for Large Language Models.☆24Aug 6, 2025Updated 9 months ago
- ☆51Mar 20, 2026Updated 2 months ago