LLM Explorer is a directory of open-source language models and AI agents. It lists 150 AI agents and 64,811 open-source large and small language models, grouped into categories with benchmarks and analytics.
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This is a LlamaIndex developer documentation cookbook demonstrating the usage of Prometheus 2, an open-source language model specialized in evaluating other language models. Prometheus 2 was developed to address transparency, controllability, and affordability limitations of proprietary language model evaluators.
Pakistan Sign Language dictionary for learning signs, meanings, and visual language references.
A blog article about red-teaming large language models, described as a form of evaluation that elicits model vulnerabilities that might lead to undesirable behaviors. It discusses undesirable behaviors such as revealing personal information, misinformation, bias, hatefulness and toxic content, and compares red-teaming with adversarial attacks. It notes that red-teaming prompts look like regular natural language prompts.
Retext is an ecosystem of plugins that work with natural language as structured data, specifically concrete syntax trees. It is a tool that transforms natural language with plugins, which can inspect and change the natural language. The repository is a monorepo containing packages for parsing English, Dutch and Latin-script prose and serializing syntax trees.
Rosetta Code is a programming chrestomathy site that presents solutions to the same task in as many different languages as possible. It aims to show how languages are similar and different and to help a person grounded in one approach learn another. The site currently lists 1,360 tasks, 421 draft tasks, and 1,009 languages.
The Wolfram LLM Benchmarking Project is an ongoing initiative that tracks large language model performance using a benchmark centered on Wolfram Language code generation tasks. It publishes the results of its ongoing performance tracking for LLMs.
Alison is a free online learning platform that provides free online courses with certificates and diplomas. It has over 6,000 courses across categories including information technology, health, language, business, management, and personal development. The platform has more than 50 million learners and over 15 million graduates from 193 countries. It offers a mobile app for offline learning, business training for organizations, and free tools including English courses, psychometric tests, career guidance, and a resume builder.
CSDIY is an English-language self-learning guide to computer science, described as a memento of the author's three years of self-learning at university. It contains a user guide, a reference CS learning plan, a productivity toolkit, book recommendations, and a list of high quality CS courses.
Immersion-Based Japanese Learning is a website explaining an input-driven, immersion-based language learning method with a focus on Japanese. It sets out to argue for the method, provide a learning setup, and list learning resources and Japanese media recommendations.
LanGeek is a language learning platform for learning English. It offers vocabulary, expressions and idioms, reading comprehension, pronunciation lessons and grammar lessons. A Daily Words feature is described as a digital version of the Leitner System for improving vocabulary knowledge. The site also lists a free online English picture dictionary and a mobile application.
Learning Coach provides AI-assisted learning, courses, tutorials, or study support.
MIT 6.S191 is MIT's introductory program on deep learning methods, with applications in vision, robotics, medicine, language, game play, art and more. It is described as a high-intensity bootcamp teaching deep learning fundamentals, with lectures, software labs and a final project proposal competition. Prerequisites assume calculus and linear algebra.
OpaLingo is a free online Macedonian language course with interactive lessons, audio pronunciation, vocabulary games and Cyrillic alphabet training. It offers a structured learning path from alphabet to conversation, with progress saved locally. Optional Premium adds extra games, learning analytics and cosmetics.
An online British Sign Language dictionary for searching and comparing words and phrases in BSL. It provides quick search, comparison of sign variations and browsing by letter, alongside video signs and app access.
Cambridge Dictionary is an online English language resource for learners. It provides word definitions, pronunciations, translations, and thesaurus entries, along with learner-focused English dictionaries, bidirectional translation pairs for multiple languages, and a free +Plus tool for creating and sharing word lists and quizzes.
Conversation Exchange is a language exchange site for practicing a second language with native speakers. It lists three exchange types: face-to-face conversation by meeting native speakers, correspondence by pen-pal, and text and voice chat with a chat partner.
Explore Clinical & Biomedical Language Models provides machine-learning models, research, training resources, or evaluation tools.
A free LLM course from Hugging Face that teaches large language models and natural language processing. It covers the Transformers, Datasets, Tokenizers, and Accelerate libraries and the Hugging Face Hub, along with some libraries outside the ecosystem. The course is without ads.
This website presents the grammar of New Ithkuil, a constructed human-usable language. The language uses a matrix of grammatical concepts intended to express deeper levels of human cognition more overtly, logically, and precisely than natural languages. It is based on a predecessor, Ithkuil, and has been significantly modified to incorporate suggestions for improvements and new ideas from its author. New Ithkuil is more systematic and regularized in its structure compared to its predecessor.
The Modern JavaScript Tutorial offers simple but detailed explanations with examples and tasks covering closures, document and events, object oriented programming and more. The JavaScript language part starts from scratch and goes on to advanced concepts like OOP, concentrating on the language itself. A translation page lists translations into various languages.
Learn Eberban is a free and open-source book for studying the constructed language Eberban. It teaches the language up to an intermediate level and reads like a book, with each chapter introducing a concept alongside vocabulary and example sentences. The course is marked as out of date and on indefinite hiatus.
Learn Na'vi is a resource for the constructed Na'vi language from James Cameron's Avatar. It offers a Na'vi-to-English vocabulary section, pronunciation and grammar information, and a reference library including the Na'vi Dictionary. The site hosts forums and a Discord server with scheduled online classes. It has existed since 2009, and its content is based on the work of language creator Dr. Paul Frommer.
An unofficial educational course about toki pona, a constructed language designed in 2001 and revised by Sonja Lang. The language uses 120 official words, a simple grammar and few hard-to-confuse sounds, and is context-sensitive with many words having multiple meanings. The course is a series of pages with a table of contents, extra pages and community links.