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The Advantage Club is an AI-powered Employee Engagement Platform that offers solutions for workforce engagement through various features such as recognition, marketplace, wellness, incentive automation, communities, and pulse tracking. It digitizes rewarding processes, curates personalized vouchers and gifts, elevates well-being with a holistic wellness platform, automates sales contests, fosters inclusion through communities, and captures employee sentiments through surveys and quizzes. The platform integrates with global HRIS and communication tools, provides real-time analytics, and offers a seamless user experience for both employees and administrators.

Charstar is an AI-powered platform where users can chat with virtual AI characters representing various personalities and backgrounds. Users can create chats with these characters, earn rewards, and explore a wide range of characters from different genres such as anime, movies, games, books, and more. The platform offers a unique and interactive experience for users to engage with AI characters and immerse themselves in storytelling and role-playing scenarios.

TravelFeed is a comprehensive travel blogging platform that allows users to create and share travel stories, connect with fellow travelers, and earn rewards through blogging. The platform offers a range of features including free blog creation, custom maps, AI-powered content creation tools, fast article delivery, and cryptocurrency earnings. TravelFeed is optimized for travelers and provides a user-friendly experience for both novice and experienced bloggers.

Zora is an adaptive storytelling platform for learning that offers personalized and engaging reading experiences for users of all ages. Named after Zora Neale Hurston, the platform allows users to create their own characters, explore genres matching their interests, and deepen reading comprehension skills and vocabulary through adaptive storytelling. Zora aims to make learning fun and effective by providing a gamified approach to skill mastery and comprehension. The platform offers age-appropriate and safe content, with a focus on continuous development of interactive features to enhance the reading experience.

Tutor AI is a personal AI tutor designed to assist life-long learners in achieving their academic and personal goals. The platform offers a customizable learning pathway to enhance skills in various subjects such as Machine Learning, French, and Mindfulness. Users can access free online courses, get help with homework through Homeworkify, and even participate in the affiliate program. With Tutor AI, users can take their learning to the next level and excel in school, work, and life.

The website page contains a collection of blog posts by Sam Altman, discussing various topics related to AI, technology, entrepreneurship, and personal reflections. The posts cover a wide range of subjects, including the development of AI tools, reflections on company progress, personal experiences, and insights on leadership and innovation. Sam Altman shares his thoughts on the impact of AI technology, the challenges and rewards of building a company, and the importance of long-term vision and persistence in achieving success.

Vavada online casino is a popular platform that offers a wide range of casino games to players worldwide. Established in 2017, it has quickly gained popularity for its vast library of 4500 games, easy withdrawal process, and unique rewards program. The platform operates under a Curacao license, ensuring fairness and reliability. With features like access to various game providers, frequent bonuses, and tournaments, Vavada provides an engaging gaming experience for both new and experienced players.

ChatVerse is an AI-powered chatbot app that allows users to chat, learn, and play with virtual characters. It offers a wide range of characters with different personalities and interests, and users can interact with them through text or voice chat. ChatVerse also includes educational features, such as quizzes and trivia games, and users can earn rewards for completing tasks and interacting with the characters.

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Flowtica is an AI-powered productivity tool that transforms spoken ideas into actionable tasks, meeting summaries, and creative notes effortlessly. With features like Smart Category organization, hands-free agenda management, and seamless integration with iPhone calendars, Flowtica helps users stay organized and focused. Users can capture inspiration on the go, turn meeting highlights into clear summaries, and sync data across devices for easy access. Join the beta testing on TestFlight to explore its features and contribute feedback for exciting rewards.

Explore AI is a semantic search engine that utilizes artificial intelligence technology to enhance search capabilities. The platform allows users to search for information in a more intuitive and context-aware manner, making it easier to find relevant content quickly. By leveraging AI algorithms, Explore AI provides a personalized search experience that adapts to the user's preferences and behavior. The platform aims to revolutionize the way people interact with search engines by offering advanced features and intelligent search capabilities.

The website eightify.app is a security service powered by Cloudflare to protect websites from online attacks. It helps in preventing unauthorized access by blocking suspicious activities. Users may encounter a block if they trigger certain actions like submitting specific words or phrases, SQL commands, or malformed data. To resolve the block, users can contact the site owner with details of the incident and the Cloudflare Ray ID provided on the page.

The website is a platform for Android apps available on Google Play. It features a wide range of games, movies, books, and kids' content. Users can explore and download various apps, make payments, redeem offers, and personalize their experience. The platform also provides updates on popular apps, in-app purchases, and upcoming releases.

Microsoft Store is a digital distribution platform developed by Microsoft Corporation for purchasing and downloading applications for Windows devices. It offers a wide range of apps, games, software, and other digital content for users to enhance their Windows PC experience. With a user-friendly interface, the Microsoft Store provides a convenient way for customers to explore and install various applications tailored to their needs.

Google DeepMind is a British artificial intelligence research laboratory owned by Google. The company was founded in 2010 by Demis Hassabis, Shane Legg, and Mustafa Suleyman. DeepMind's mission is to develop safe and beneficial artificial intelligence. The company's research focuses on a variety of topics, including machine learning, reinforcement learning, and computer vision. DeepMind has made significant contributions to the field of artificial intelligence, including the development of AlphaGo, the first computer program to defeat a professional human Go player.

Muke AI is an AI application that offers various tools such as Undress AI, Sexy Portrait Generator, AI Girlfriend Chat, Face Swap, and Boobs Enlarger. Users can upload photos to remove clothes, create seductive images, engage in flirtatious conversations with an AI girlfriend, swap faces with celebrities, and enhance photos with AI-generated features. The application aims to provide entertainment and creative tools using advanced AI algorithms.

Pornpen.ai is an AI tool that utilizes artificial intelligence technology to provide a platform for generating and analyzing pornographic content. The website offers various features for users to explore and interact with AI-generated adult content. Users can access a wide range of functionalities related to adult entertainment through the AI algorithms implemented on the platform.

LABS.GOOGLE is an experimental platform where users can explore the latest advancements in AI technology. The platform offers a wide range of AI tools and applications that cater to various interests, from visual arts to music creation. Users can experiment with AI-driven projects, collaborate with innovators, and access personalized AI collaborators for different tasks.

SpicyChat.AI is an AI-powered platform that aims to revolutionize entertainment by providing users with a space to freely interact with chatbots and explore fantasies. The platform leverages the latest AI technologies to offer a safe and private environment for users to engage with their favorite chatbots. SpicyChat.AI prioritizes user experience and aims to maintain a balance between content moderation and user freedom.

Unstable Diffusion is a blog platform that focuses on providing insightful and engaging content related to various topics such as technology, science, lifestyle, and more. The platform aims to create a community of readers who are passionate about learning and exploring new ideas. With a user-friendly interface and a diverse range of articles, Unstable Diffusion offers a unique reading experience for individuals seeking knowledge and inspiration.

Xwin-LM is a powerful and stable open-source tool for aligning large language models, offering various alignment technologies like supervised fine-tuning, reward models, reject sampling, and reinforcement learning from human feedback. It has achieved top rankings in benchmarks like AlpacaEval and surpassed GPT-4. The tool is continuously updated with new models and features.

The repository 'Awesome-LLM-Preference-Learning' is the official repository of a survey paper titled 'Towards a Unified View of Preference Learning for Large Language Models: A Survey'. It contains a curated list of papers related to preference learning for Large Language Models (LLMs). The repository covers various aspects of preference learning, including on-policy and off-policy methods, feedback mechanisms, reward models, algorithms, evaluation techniques, and more. The papers included in the repository explore different approaches to aligning LLMs with human preferences, improving mathematical reasoning in LLMs, enhancing code generation, and optimizing language model performance.

OpenManus-RL is an open-source initiative focused on enhancing reasoning and decision-making capabilities of large language models (LLMs) through advanced reinforcement learning (RL)-based agent tuning. The project explores novel algorithmic structures, diverse reasoning paradigms, sophisticated reward strategies, and extensive benchmark environments. It aims to push the boundaries of agent reasoning and tool integration by integrating insights from leading RL tuning frameworks and continuously updating progress in a dynamic, live-streaming fashion.

The Awesome-System2-Reasoning-LLM repository is dedicated to a survey paper titled 'From System 1 to System 2: A Survey of Reasoning Large Language Models'. It explores the development of reasoning Large Language Models (LLMs), their foundational technologies, benchmarks, and future directions. The repository provides resources and updates related to the research, tracking the latest developments in the field of reasoning LLMs.

This repository is a curated collection of resources for fine-tuning Large Language Models (LLMs) like GPT, BERT, RoBERTa, and their variants. It includes tutorials, papers, tools, frameworks, and best practices to aid researchers, data scientists, and machine learning practitioners in adapting pre-trained models to specific tasks and domains. The resources cover a wide range of topics related to fine-tuning LLMs, providing valuable insights and guidelines to streamline the process and enhance model performance.

Reinforcement Learning from AI Feedback (RLAIF) is a concept that describes a type of machine learning approach where **an AI agent learns by receiving feedback or guidance from another AI system**. This concept is closely related to the field of Reinforcement Learning (RL), which is a type of machine learning where an agent learns to make a sequence of decisions in an environment to maximize a cumulative reward. In traditional RL, an agent interacts with an environment and receives feedback in the form of rewards or penalties based on the actions it takes. It learns to improve its decision-making over time to achieve its goals. In the context of Reinforcement Learning from AI Feedback, the AI agent still aims to learn optimal behavior through interactions, but **the feedback comes from another AI system rather than from the environment or human evaluators**. This can be **particularly useful in situations where it may be challenging to define clear reward functions or when it is more efficient to use another AI system to provide guidance**. The feedback from the AI system can take various forms, such as: - **Demonstrations** : The AI system provides demonstrations of desired behavior, and the learning agent tries to imitate these demonstrations. - **Comparison Data** : The AI system ranks or compares different actions taken by the learning agent, helping it to understand which actions are better or worse. - **Reward Shaping** : The AI system provides additional reward signals to guide the learning agent's behavior, supplementing the rewards from the environment. This approach is often used in scenarios where the RL agent needs to learn from **limited human or expert feedback or when the reward signal from the environment is sparse or unclear**. It can also be used to **accelerate the learning process and make RL more sample-efficient**. Reinforcement Learning from AI Feedback is an area of ongoing research and has applications in various domains, including robotics, autonomous vehicles, and game playing, among others.

The LLMEvaluation repository is a comprehensive compendium of evaluation methods for Large Language Models (LLMs) and LLM-based systems. It aims to assist academics and industry professionals in creating effective evaluation suites tailored to their specific needs by reviewing industry practices for assessing LLMs and their applications. The repository covers a wide range of evaluation techniques, benchmarks, and studies related to LLMs, including areas such as embeddings, question answering, multi-turn dialogues, reasoning, multi-lingual tasks, ethical AI, biases, safe AI, code generation, summarization, software performance, agent LLM architectures, long text generation, graph understanding, and various unclassified tasks. It also includes evaluations for LLM systems in conversational systems, copilots, search and recommendation engines, task utility, and verticals like healthcare, law, science, financial, and others. The repository provides a wealth of resources for evaluating and understanding the capabilities of LLMs in different domains.

The LLM course is divided into three parts: 1. 🧩 **LLM Fundamentals** covers essential knowledge about mathematics, Python, and neural networks. 2. 🧑‍🔬 **The LLM Scientist** focuses on building the best possible LLMs using the latest techniques. 3. 👷 **The LLM Engineer** focuses on creating LLM-based applications and deploying them. For an interactive version of this course, I created two **LLM assistants** that will answer questions and test your knowledge in a personalized way: * 🤗 **HuggingChat Assistant**: Free version using Mixtral-8x7B. * 🤖 **ChatGPT Assistant**: Requires a premium account. ## 📝 Notebooks A list of notebooks and articles related to large language models. ### Tools | Notebook | Description | Notebook | |----------|-------------|----------| | 🧐 LLM AutoEval | Automatically evaluate your LLMs using RunPod |  | | 🥱 LazyMergekit | Easily merge models using MergeKit in one click. |  | | 🦎 LazyAxolotl | Fine-tune models in the cloud using Axolotl in one click. |  | | ⚡ AutoQuant | Quantize LLMs in GGUF, GPTQ, EXL2, AWQ, and HQQ formats in one click. |  | | 🌳 Model Family Tree | Visualize the family tree of merged models. |  | | 🚀 ZeroSpace | Automatically create a Gradio chat interface using a free ZeroGPU. |  |

NeMo Framework is a generative AI framework built for researchers and pytorch developers working on large language models (LLMs), multimodal models (MM), automatic speech recognition (ASR), and text-to-speech synthesis (TTS). The primary objective of NeMo is to provide a scalable framework for researchers and developers from industry and academia to more easily implement and design new generative AI models by being able to leverage existing code and pretrained models.

llm_benchmarks is a collection of benchmarks and datasets for evaluating Large Language Models (LLMs). It includes various tasks and datasets to assess LLMs' knowledge, reasoning, language understanding, and conversational abilities. The repository aims to provide comprehensive evaluation resources for LLMs across different domains and applications, such as education, healthcare, content moderation, coding, and conversational AI. Researchers and developers can leverage these benchmarks to test and improve the performance of LLMs in various real-world scenarios.

The Awesome-LLM-Post-training repository is a curated collection of influential papers, code implementations, benchmarks, and resources related to Large Language Models (LLMs) Post-Training Methodologies. It covers various aspects of LLMs, including reasoning, decision-making, reinforcement learning, reward learning, policy optimization, explainability, multimodal agents, benchmarks, tutorials, libraries, and implementations. The repository aims to provide a comprehensive overview and resources for researchers and practitioners interested in advancing LLM technologies.

Awesome LLM Strawberry is a collection of research papers and blogs related to OpenAI Strawberry(o1) and Reasoning. The repository is continuously updated to track the frontier of LLM Reasoning.

Awesome Responsible AI is a curated list of academic research, books, code of ethics, courses, data sets, frameworks, institutes, newsletters, principles, podcasts, reports, tools, regulations, and standards related to Responsible, Trustworthy, and Human-Centered AI. It covers various concepts such as Responsible AI, Trustworthy AI, Human-Centered AI, Responsible AI frameworks, AI Governance, and more. The repository provides a comprehensive collection of resources for individuals interested in ethical, transparent, and accountable AI development and deployment.

This repository does not provide a tool, but rather a collection of resources and strategies for academics in the field of artificial intelligence who are feeling depressed or overwhelmed by the rapid advancements in the field. The resources include articles, blog posts, and other materials that offer advice on how to cope with the challenges of working in a fast-paced and competitive environment.

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I specialize in encouraging people to critically reflect on and explore their beliefs through Socratic questioning and neutral conversation.

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