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本项目旨在分享大模型相关技术原理以及实战经验。

HTML 9,556 938 Updated Oct 13, 2024

整理 pytorch 单机多 GPU 训练方法与原理

Python 760 84 Updated Nov 23, 2021

An open source implementation of CLIP.

Python 9,988 962 Updated Oct 9, 2024

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Python 4,415 455 Updated Aug 6, 2024

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

MDX 49,333 4,787 Updated Sep 19, 2024

An open-source tool-augmented conversational language model from Fudan University

Python 11,928 1,146 Updated Jul 13, 2024

一套完整有效的android组件化方案,支持组件的组件完全隔离、单独调试、集成调试、组件交互、UI跳转、动态加载卸载等功能

Java 3,335 570 Updated Aug 5, 2020

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook 22,664 3,264 Updated Oct 13, 2024

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴(当前赛事、往期赛事、训练赛)、NLP会议时间、常用自媒体、GPU推荐等,持续更新中

Python 2,157 249 Updated Aug 29, 2023

Classic papers and resources on recommendation

Python 3,306 804 Updated Jun 13, 2020

该仓库主要记录 推荐系统 算法工程师相关的面试题

509 86 Updated Sep 23, 2023

Natural Language Processing Tutorial for Deep Learning Researchers

Jupyter Notebook 14,122 3,916 Updated Feb 21, 2024

ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor

Python 287 39 Updated Feb 6, 2023

[ACL 2022] A hierarchical table dataset for question answering and data-to-text generation.

Python 63 10 Updated Apr 9, 2024

Reading list for research topics in multimodal machine learning

5,965 852 Updated Aug 20, 2024

A curated list of resources for Document Understanding (DU) topic

1,284 145 Updated Jun 2, 2023

This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.

Python 1,786 250 Updated Jul 24, 2024

A curated list of Multimodal Related Research.

Python 1,304 151 Updated Aug 5, 2023

Information extraction from brain radiology reports

Python 9 1 Updated Mar 31, 2024

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Python 13,873 2,097 Updated Oct 11, 2024

Exploring attention weights in transformer-based models with linguistic knowledge.

Svelte 343 30 Updated Oct 3, 2023

Advice on how to get hired for the 2 most popular SWE-oriented Microsoft internships

968 82 Updated Aug 6, 2021

COVID-19 Related NLP Papers

29 3 Updated Jan 20, 2022

CrossWeigh: Training Named Entity Tagger from Imperfect Annotations

Python 174 22 Updated Jul 25, 2024

Chinese Data Competitions' Solutions

Python 1,781 401 Updated Apr 5, 2019

A curated list of resources for Learning with Noisy Labels

2,630 352 Updated May 3, 2024

A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

1,241 216 Updated Nov 8, 2022
Python 312 45 Updated Jun 7, 2021

疫情期间网民情绪识别比赛分享+top1~3解决方案

Jupyter Notebook 51 9 Updated Sep 5, 2020

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

1,183 136 Updated Jan 27, 2022
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