Directory
Published directory entries matching your search.
Microsoft Research publication proposing 18 generally applicable design guidelines for human-AI interaction. The guidelines were validated through evaluation rounds, including a user study with 49 design practitioners who tested them against 20 AI-infused products. The authors state the guidelines can serve as a resource for practitioners designing AI applications and for researchers developing interaction design guidelines.
llama.cpp guide is a blog post on SteelPh0enix's blog that explains how to run large language models (LLMs) locally on any hardware using llama.cpp. Published on 2024-10-28 and updated on 2024-12-25, the guide covers building llama.cpp, obtaining and quantizing models, running the server, configuring settings, and hardware requirements.
A guide explaining MLOps concepts and how to build an MLOps environment. It covers theory and a tutorial using tools such as DVC, CML, IBM Watson Machine Learning, IBM Watson OpenScale, Terraform and Cookiecutter. The guide is described as modular, allowing tools to be swapped according to project preferences and use cases.
Prompt Engineering Guide is a GitHub repository or organization with source code, releases, documentation, or project resources.
Documentation for OpenAI Guide, covering setup, features, and practical usage.
A guide to MLOps is an open-source tutorial from the Swiss AI Center team that walks engineers and small teams from notebook experiments to production. It covers local training and model evaluation, moving the model to the cloud, serving and deploying, monitoring and maintaining, and labeling data and retraining, using tools such as DVC, Git, GitHub Actions, CML, Docker, BentoML, Fluent Bit, Evidently AI, and Label Studio.
A simple guide to fine-tuning Llama 2 Brev docs provides machine-learning models, research, training resources, or evaluation tools.
A Simple Guide To The History Of Generative AI is an article on Bernard Marr's website that explains the history of generative AI. It covers sections including the birth of generative AI, key milestones, its impact, and its evolving narrative, and notes that generative AI differs from traditional rule-based AI systems by its ability to create content.
A Traveler's Guide to the Latent Space creates or edits images with generative AI and text-based controls.
A Botpress-published guide that explains large language model (LLM) agents, including their definition, core features, common types, and improvement techniques, and notes that LLM agents are AI systems for natural language tasks such as customer support and data analysis.
Every ChatGPT GUI is a repository list tracking graphical user interface alternatives for accessing the API for ChatGPT, Claude and other LLMs. It groups open source web AI chats, browser extensions, Obsidian plugins, self-hosted tools and desktop apps, with demo and source links. The repository is MIT licensed and accepts pull requests to add or remove apps.
Documentation for Fine Tuning Guide, covering setup, features, and practical usage.
Guild AI is the source repository for an open source toolkit that automates and optimizes machine learning experiments. It runs unmodified training scripts, captures each run result as a unique experiment, and automates trials using grid search, random search and Bayesian optimization.
Guild is a vendor-neutral control plane for AI agents. It lets engineering teams manage, govern, and share agents in production, with security and observability built in. Features include scoped credentials, action approval, policy enforcement, tracing, and evaluations. It supports any model or framework and provides a shared agent catalog and CLI access.
LearnPrompting is a free educational resource focused on generative AI and prompt engineering. It provides a comprehensive guide suitable for both beginners and advanced users, with structured courses, modular learning content, specialized topics including prompt hacking and image prompting, and supplementary resources such as a vocabulary guide and community support.
Documentation for LLM Evaluation Clarifai Guide, covering setup, features, and practical usage.
A free downloadable guide from Kolena Inc. on testing large language models. It identifies principles for creating reliable testing protocols and details approaches for measuring model effectiveness in NLP tasks such as text summarization and prompt engineering, and discusses tracking performance differences over time.
A guide to prompt engineering that collects papers, advanced prompting techniques, learning guides, model-specific guides, lectures, references, new LLM capabilities, and tools related to prompt engineering. It describes prompt engineering as a discipline for developing and optimizing prompts to use language models across applications and research topics, and offers courses on prompting and building AI agents.
promptoMANIA is an AI prompt hub, model directory, and toolset for AI image generation. It offers a visual prompt builder, expert guides, and resources for models including Midjourney, DALL·E, Stable Diffusion, FLUX, Ideogram, and Leonardo AI. The platform also provides specialized prompt guides for use cases such as logo design, portrait photography, landscape generation, product mockups, pattern creation, and typography.
The Art of ChatGPT Prompting: A Guide to Crafting Clear and Effective Prompts creates or edits images with generative AI and text-based controls.
The Guide to LLM Evaluation Deci provides machine-learning models, research, training resources, or evaluation tools.
AceTagGen is a free prompt system for SUNO AI. It offers a structured 12-step Tag Builder, a library of verified tags, a prompt scorer, and a research blog with articles and guides. No signup is required.
A collaborative AI workspace, built on your company context. Build and orchestrate agents right alongside your team.
Advisor is an open-source GitHub repository maintained by user tobegit3hub. It provides an open-source implementation of Google Vizier built for hyperparameter tuning tasks. The repository includes documentation for supported algorithms and a quick start guide for users.
