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AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
中文大模型微调(LLM-SFT), 数学指令数据集MWP-Instruct, 支持模型(ChatGLM-6B, LLaMA, Bloom-7B, baichuan-7B), 支持(LoRA, QLoRA, DeepSpeed, UI, TensorboardX), 支持(微调, 推理, 测评, 接口)等.
DeepIE: Deep Learning for Information Extraction
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
Collection of AI-related utilities. Welcome to submit issues and pull requests /收藏AI相关的实用工具，欢迎提交issues 或者pull requests
基于ChatGLM-6B、ChatGLM2-6B、ChatGLM3-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning、全参微调等
Awesome-LLM: a curated list of Large Language Model
Source code for Twitter's Recommendation Algorithm
Examples and guides for using the OpenAI API
Unified Structure Generation for Universal Information Extraction
微信大数据2021 1st，qq浏览器2021 3rd，mind新闻推荐2020 1st，NAIC2020 AI+遥感影像 2nd
2022搜狐校园算法大赛NLP赛道第一名开源方案（实验代码）
gaiic2021-track3-小布助手对话短文本语义匹配复赛rank3、决赛rank4
code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search…
NEZHA: Neural Contextualized Representation for Chinese Language Understanding
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and…