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主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题
🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT！🌏 Train a 26M-parameter GPT from scratch in just 2h!
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking (CTR/CVR prediction), Post Ranking, Relevance, LLM, Rei…
[TMLR 2025] A general framework for bridging LLMs and recommendation systems via reinforcement learning. https://arxiv.org/pdf/2503.24289
Train transformer language models with reinforcement learning.
SuperPrompt is an attempt to engineer prompts that might help us understand AI agents.
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总
Open-Sora: Democratizing Efficient Video Production for All
LibRerank is a toolkit for re-ranking algorithms. There are a number of re-ranking algorithms, such as PRM, DLCM, GSF, miDNN, SetRank, EGRerank, Seq2Slate.
RSTutorials: A Curated List of Must-read Papers on Recommender System.
A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)
Crawl & visualize ICLR papers and reviews.
ICLR 2023 Paper submission analysis from https://openreview.net/group?id=ICLR.cc/2023/Conference
Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!
This repo is to present various code demos on how to use our Graph4NLP library.
Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"
Read and write Tensorflow TFRecord data from Apache Spark.
X-modaler is a versatile and high-performance codebase for cross-modal analytics(e.g., image captioning, video captioning, vision-language pre-training, visual question answering, visual commonsens…
CNN-RNN中文文本分类，基于TensorFlow
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料