Less is More: Task-aware Layer-wise Distillation for Language Model Compression (ICML2023)
☆40Aug 28, 2023Updated 2 years ago
Alternatives and similar repositories for task-aware-distillation
Users that are interested in task-aware-distillation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR2025 Spotlight] Advantage-Guided Distillation for Preference Alignment in Small Language Models☆26Feb 10, 2025Updated last year
- This pytorch package implements PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance (ICML 2022).☆45Oct 17, 2022Updated 3 years ago
- A curated list of personalized Language model / Large language model (continually updated)☆10Nov 17, 2023Updated 2 years ago
- (CVPR 2024) Uniformity and Variance for Heterogeneous Federated Learning☆12Mar 6, 2024Updated 2 years ago
- No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models (ICLR 2022)☆29Feb 9, 2022Updated 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. Zero configuration with optimized deployments.
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆39Jan 12, 2024Updated 2 years ago
- This PyTorch package implements MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation (NAACL 2022).☆114May 2, 2022Updated 4 years ago
- Official implementation for "Knowledge Distillation with Refined Logits".☆23Aug 26, 2024Updated last year
- DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing (WACV 2025)☆13Feb 7, 2026Updated 5 months ago
- Code for Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model☆13Feb 15, 2024Updated 2 years ago
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Mar 25, 2023Updated 3 years ago
- Parameter Efficient Transfer Learning with Diff Pruning☆74Feb 3, 2021Updated 5 years ago
- ☆16Mar 6, 2024Updated 2 years ago
- Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)☆19Jul 28, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code of our paper "Method-Level Bug Severity Prediction using Source Code Metrics and LLMs" which is accepted to ISSRE 2023.☆10Nov 12, 2023Updated 2 years ago
- Official repository for "LFR-GAN: Local Feature Refinement based Generative Adversarial Network for Text-to-Image Generation" (TOMM 2023)…☆10Mar 21, 2023Updated 3 years ago
- [EMNLP 2023] Lion: Adversarial Distillation of Proprietary Large Language Models☆210Feb 11, 2024Updated 2 years ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆266Mar 13, 2025Updated last year
- GRAIN: Gradient-based Intra-attention Pruning on Pre-trained Language Models☆19Jul 12, 2023Updated 3 years ago
- A collection for math word problem (MWP) works, including datasets, algorithms and so on.☆47Jun 18, 2024Updated 2 years ago
- Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).☆27Aug 25, 2024Updated last year
- ☆28Mar 5, 2024Updated 2 years ago
- Explanation Optimization☆13Oct 16, 2020Updated 5 years ago
- AI Agents on 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.
- ☆13Sep 5, 2023Updated 2 years ago
- ☆11Jul 6, 2023Updated 3 years ago
- ☆53Dec 31, 2024Updated last year
- Scripts for downloading and pre-processing the `proof-pile`, a high quality dataset of mathematical text and code.☆22Nov 26, 2022Updated 3 years ago
- Code for Paper: Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data☆36Nov 16, 2020Updated 5 years ago
- ☆23Nov 26, 2024Updated last year
- Secure and Scalable Federated Learning using Serverless Computing☆13Jan 31, 2024Updated 2 years ago
- ☆13Dec 2, 2024Updated last year
- Synthesizing Fingerprint from Pattern Type Analysis Features using cGAN - WITC 2019☆12Apr 19, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- CCS 2023 | Explainable malware and vulnerability detection with XAI in paper "FINER: Enhancing State-of-the-art Classifiers with Feature …☆12Aug 20, 2024Updated last year
- PyTorch Implementation for InMaP☆12Oct 28, 2023Updated 2 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- ☆234Jun 11, 2024Updated 2 years ago
- In this playground competition, you are provided a strictly canine subset of ImageNet in order to practice fine-grained image categorizat…☆11Dec 10, 2020Updated 5 years ago
- Code for the paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot" with LLaMA implementation.☆71Mar 30, 2023Updated 3 years ago
- About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)☆15Jul 9, 2023Updated 3 years ago