yanyi74

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llm101n-zh

中文版 LLM101n 课程

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llm_interview_note

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

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RAG-Retrieval

Unify Efficient Fine-tuning of RAG retrieval ,including embedding、colbert、cross encoder

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163MusicSpider

一个获取网易云音乐歌手、专辑、歌曲、评论、歌词等数据的Python爬虫

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Awesome-MLLM-Hallucination

📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).

my_uestc_thesis

My own bachelor thesis in UESTC and use template provided by [ThesisUESTC-电子科技大学毕业论文模板](https://github.com/bdebye/thesisuestc).

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Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

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optuna

A hyperparameter optimization framework

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awesome-scientific-writing

:keyboard: A curated list of awesome tools, demos and resources to go beyond LaTeX

CC0-1.075300

tree-lstm

pytorch implementation of tree-lstm

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Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

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DecryptPrompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

classifier-multi-label

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

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IE-Survey

北京航空航天大学大数据高精尖中心自然语言处理研究团队对信息抽取领域的调研。包括实体识别，关系抽取，属性抽取等子任务，每类子任务分别对学术界和工业界进行调研。

dreeam

source code for {D}ocument-level {R}elation {E}xtraction with {E}vidence-guided {A}ttention {M}echanism

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xFinder

xFinder: Robust and Pinpoint Answer Extraction for Large Language Models

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aligner

Achieving Efficient Alignment through Learned Correction

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awesome-rlhf

An index of algorithms for reinforcement learning from human feedback (rlhf))

Apache-2.08400

trl

Train transformer language models with reinforcement learning.

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WPO

Code and models for EMNLP 2024 paper "WPO: Enhancing RLHF with Weighted Preference Optimization"

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Online-RLHF

A recipe for online RLHF and online iterative DPO.

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Data-centric_multimodal_LLM

Survey on Data-centric Large Language Models

5800

SynthIE

The data and the PyTorch implementation for the models and experiments in the paper "Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction".

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AutoGPT

An experimental open-source attempt to make GPT-4 fully autonomous.

MIT100

MoE-LLaVA

Mixture-of-Experts for Large Vision-Language Models

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HA-DPO

Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization

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CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

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llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

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