从0到1多模态大模型 · 理论与实战学习记录 From0to1-MLLM-StudyLog 是一个个人从零自学多模态大模型（MLLM）的系统记录仓库，覆盖约 24 周的学习与实践过程。 仓库按 Week1–Week24 组织，每周包含： 精简的理论理解与知识梳理 关键论文/概念的个人笔记 对应的代码实现、实验脚本与踩坑记录 各类 mini 多模态模型的微调与实践案例 目标是形成一套“可复现的个人学习路径”，既方便自己回顾，也方便他人参考或在此基础上继续拓展。
☆187Sep 10, 2026Updated last month
Alternatives and similar repositories for From0to1-MLLM-StudyLog
Users that are interested in From0to1-MLLM-StudyLog are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Oct 20, 2024Updated last year
- 从0开始学习多模态大模型，从概念、架构、训练到部署，系统搭建你的第一套 MLLM 知识体系☆211Sep 27, 2026Updated last week
- 基于轻量级 LLM 与 Qwen2.5-1.5B 两条主线，完成从数据处理、模型训练、参数高效微调，到评测验证与服务部署的端到端闭环。☆234Apr 21, 2026Updated 5 months ago
- 用于绘制ccf-a统计图的模型skills☆34May 3, 2026Updated 5 months ago
- ☆23Jul 26, 2026Updated 2 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 跟着Tensorrt_pro学习各种知识☆39Nov 25, 2022Updated 3 years ago
- 2025年-阿里云天池-饿了么AI大赛赛道一：智慧养老 冠军☆20Jun 30, 2025Updated last year
- 🎓从0开始训练一个大模型Minimind项目的超详细解析，包括但不限于用到的架构，算法，以及大模型面试经验☆1,792May 25, 2026Updated 4 months ago
- [WACV 2023] MT-DETR: Robust End-to-end Multimodal Detection with Confidence Fusion: Official Pytorch Implementation☆34Mar 4, 2023Updated 3 years ago
- DeepLab v3+ model in PyTorch. Support different backbones.☆22Dec 7, 2019Updated 6 years ago
- 以Qwen2-VL作为基座多模态大模型，通过指令微调的方式实现特定场景下的OCR，用于学习多模态LLM微调☆25Jan 18, 2025Updated last year
- Official Repo For AAAI 2026 Accepted Paper "Rethinking the Spatio-Temporal Alignment of End-to-End 3D Perception"☆35Mar 25, 2026Updated 6 months ago
- MiniMind-V 多模态面试学习指南 - 20节课程 + 278道面试题 + STAR面试稿 + 哆啦A梦漫画☆161Apr 2, 2026Updated 6 months ago
- MMPD Dataset from ECCV'2024 "When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset"☆23Jul 15, 2024Updated 2 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.
- XS-VID: An Extra Small Object Video Detection Dataset☆10Updated this week
- [TCSVT 2025]Official code for paper "Position Guided Dynamic Receptive Field Network: A Small Object Detection Friendly to Optical and SA…☆16Jul 20, 2025Updated last year
- ☆44Nov 22, 2025Updated 10 months ago
- This is the source code of IJCNN 2023 paper TieFake: Title-Text Similarity and Emotion-Aware Fake News Detection (TieFake).☆16Dec 21, 2023Updated 2 years ago
- [IJCNN 2024] Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model☆46Oct 29, 2024Updated last year
- ☆14Nov 13, 2022Updated 3 years ago
- ☆22Apr 7, 2024Updated 2 years ago
- Official code for "Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach"☆18Nov 4, 2022Updated 3 years ago
- deploy onnx models with TensorRT and LibTorch☆19Nov 17, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Native GPU-rendered desktop development environment — pure Rust + egui + wgpu. Terminal, file editor, diff, PDF, embedded browser, LSP, a…☆20Sep 17, 2026Updated 3 weeks ago
- ☆75Sep 13, 2025Updated last year
- The official PyTorch code for NeurIPS 2021 ML4AD Paper, "Does Thermal data make the detection systems more reliable?"☆13Jun 19, 2022Updated 4 years ago
- ☆152Jan 18, 2026Updated 8 months ago
- cryo-ET workflow☆11Sep 17, 2026Updated 3 weeks ago
- ☆18Dec 11, 2024Updated last year
- Efficient Uncertainty Estimation for LiDAR-based 3D Object Detection☆10Nov 8, 2022Updated 3 years ago
- Code for AAAI 2025 paper "OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems".☆19Dec 21, 2024Updated last year
- Large scale Aerial Person detection Dataset for Search and Rescue☆20Aug 9, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction (ACL 2…☆15Aug 12, 2024Updated 2 years ago
- Lightweight mobile humanpose estimation project☆14Aug 18, 2020Updated 6 years ago
- ☆11Apr 28, 2024Updated 2 years ago
- Autonomous GPU kernel optimization system driven by AI agents.☆32Mar 29, 2026Updated 6 months ago
- ☆15May 10, 2026Updated 5 months ago
- GPU accelerating computing for Bayesian inference of electron microscopy images. BioEM is a publicly available software that enables the …☆13Apr 7, 2023Updated 3 years ago
- This is a project based on an accepted paper "Weighted Poisson-disk Resampling on Large-Scale Point Clouds"☆16Dec 19, 2024Updated last year