A Bulletproof Way to Generate Structured JSON from Language Models
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OmniGen: Unified Image Generation. https://arxiv.org/pdf/2409.11340
- diffusion
- image
- image-generation
- multi-modal
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
- decision-making
- large-language-models
- llm
- prompting
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
- gpu-acceleration
- large-language-models
- llm
- llm-inference
OmniGen2: Exploration to Advanced Multimodal Generation. https://arxiv.org/abs/2506.18871
[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).
GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse matrices.
- estimation
- perception
- robotics
- sensorfusion
Automatic Generation of Visualizations and Infographics using Large Language Models
- datavisualization
- llm
- openai
- visualization
Official Repository for "Eureka: Human-Level Reward Design via Coding Large Language Models" (ICLR 2024)
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.
Productivity Tools for Plotly + Pandas
中文翻译的 Hands-On-Large-Language-Models (hands-on-llms)，动手学习大模型
- hands-on-llm
- llms
- hands-on-transformers
- hans-on-llms
[Legacy] Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..
- templates
- opensource
- naas
- notebooks-templates
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
- artificial-intelligence
- efficient
- knowledge-editing
- large-language-models
FLUX, Stable Diffusion, SDXL, SD3, LoRA, Fine Tuning, DreamBooth, Training, Automatic1111, Forge WebUI, SwarmUI, DeepFake, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, Kaggle, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya, Midjourney, RunPod
- dreambooth
- guides
- stable-diffusion
- tts
Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!
Mastering Applied AI, One Concept at a Time
- fine-tuning
- finetuning
- finetuning-llms
- inference
Machine Learning Journal for Intermediate to Advanced Topics.
- data-science
- documentation
- large-language-models
- learning-resources