PyTorch implementations of algorithms for knowledge distillation.
☆57Apr 24, 2020Updated 6 years ago
Alternatives and similar repositories for knowledge-distillation
Users that are interested in knowledge-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:
- Distilling Task-Specific Knowledge from BERT into Simple Neural Networks.☆15Aug 28, 2020Updated 5 years ago
- BERT distillation（基于BERT的蒸馏实验 ）☆317Jul 30, 2020Updated 5 years ago
- Russian Drug Reaction Corpus (RuDReC)☆13Dec 29, 2020Updated 5 years ago
- Common Voice Generator using Speech Synthesizer☆14Jul 28, 2021Updated 4 years ago
- Learn models that are robust to spurious correlations in the dataset.☆26Dec 31, 2019Updated 6 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.
- pytorch implementation for Patient Knowledge Distillation for BERT Model Compression☆203Sep 20, 2019Updated 6 years ago
- Layers, datasets and utilities for PyTorch☆10Nov 22, 2023Updated 2 years ago
- ☆10Oct 4, 2022Updated 3 years ago
- A PyTorch-based knowledge distillation toolkit for natural language processing☆1,702May 8, 2023Updated 3 years ago
- Scripts to train a bidirectional LSTM with knowledge distillation from BERT☆159Nov 21, 2019Updated 6 years ago
- The code for paper "ProQA: Structural Prompt-based Pre-training for Unified Question Answering"☆11Feb 7, 2023Updated 3 years ago
- Seq2seq using LSTM with attention from Luong et al☆10Oct 2, 2018Updated 7 years ago
- Natural language dataset for training a Conversational Recommender System☆11Jul 9, 2019Updated 6 years ago
- Test Demo for “HDP-Net: Haze Density Prediction Network for Nighttime Dehazing” PCM 2018☆12Sep 24, 2018Updated 7 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.
- Improving Sentiment Analysis with Multi-task Learning of Negation☆14May 6, 2021Updated 5 years ago
- ☆12Mar 14, 2023Updated 3 years ago
- ☆10Jun 19, 2019Updated 6 years ago
- Example of application for indexing and searching with Apache Lucene.☆15Jul 7, 2017Updated 8 years ago
- PyTorch implementation of (Hinton) Knowledge Distillation and a base class for simple implementation of other distillation methods.☆30Dec 18, 2020Updated 5 years ago
- RuNNE☆12Jul 17, 2024Updated last year
- This repository contains the implementation of the paper -- KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks☆15Sep 15, 2022Updated 3 years ago
- 2019搜狐第三届内容识别挑战赛rank10☆11Oct 17, 2019Updated 6 years ago
- Minimal PyTorch implementation of TP, SP, FSDP and sharded-EMA☆32Nov 27, 2025Updated 6 months 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.
- ☆11Dec 14, 2022Updated 3 years ago
- MultiLabel classification of cow diseases by text and symptoms recognition (NER)☆12Aug 13, 2022Updated 3 years ago
- Python module for registering and instantiating classes by name☆13Dec 11, 2019Updated 6 years ago
- 2019~2021年间Zero-shot/Data-free知识蒸馏的论文合集☆11Sep 8, 2021Updated 4 years ago
- Author implementation of the paper "Don’t paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing"☆20Oct 5, 2020Updated 5 years ago
- Building Change Detection using Cross-temporal Feature Interaction Network (ICASSP 2023)☆10May 5, 2023Updated 3 years ago
- PyTorch, PyTorch Lightning framework for trying knowledge distillation in image classification problems☆32Jul 25, 2024Updated last year
- A temporary repo to share the DMBERT code for Event Detection☆13Apr 19, 2020Updated 6 years ago
- Comparing attention-based convolutional and recurrent neural networks under adversarial attacks to investigate their success and limitati…☆10Aug 24, 2018Updated 7 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'☆65May 18, 2026Updated 3 weeks ago
- EventEA: Benchmarking Entity Alignment for Event-centric Knowledge Graphs☆11May 8, 2022Updated 4 years ago
- TensorRT☆11Sep 22, 2020Updated 5 years ago
- CD20200004 from 01/01/2021 to 31/12/2023 - LIG UGA - Python Notebook and Models for the MT Lab @ ALPS 2022☆13Apr 1, 2024Updated 2 years ago
- A vector search engine on top of Lucene☆20May 7, 2023Updated 3 years ago
- 复现论文《Distilling Task-Specific Knowledge from BERT into Simple Neural Networks》☆16Jun 13, 2021Updated 5 years ago
- 使用HMM模型实现的机构名实体识别☆48Jun 5, 2018Updated 8 years ago