Best AI tools for< Explore Fine-tuning Techniques >

Flux LoRA Model Library is an AI tool that provides a platform for finding and using Flux LoRA models suitable for various projects. Users can browse a catalog of popular Flux LoRA models and learn about FLUX models and LoRA (Low-Rank Adaptation) technology. The platform offers resources for fine-tuning models and ensuring responsible use of generated images.

Tradepost.ai is an AI-powered news analysis platform that helps investors make smarter trading decisions. It provides AI-generated summaries and trading idea generation, real-time SEC filings analysis, and customizable AI to support your investment strategy. With Tradepost.ai, you can streamline your market analysis, stay ahead with real-time alerts, and access AI-powered summaries in multiple languages.

Infrabase.ai is a directory of AI infrastructure products that helps users discover and explore a wide range of tools for building world-class AI products. The platform offers a comprehensive directory of products in categories such as Vector databases, Prompt engineering, Observability & Analytics, Inference APIs, Frameworks & Stacks, Fine-tuning, Audio, and Agents. Users can find tools for tasks like data storage, model development, performance monitoring, and more, making it a valuable resource for AI projects.

Replicate is an AI tool that allows users to run and fine-tune models, deploy custom models at scale, and generate various types of content such as images, videos, music, and text with just one line of code. It provides access to a wide range of high-quality models contributed by the community, enabling users to explore, fine-tune, and deploy AI models efficiently. Replicate aims to make AI accessible and practical for real-world applications beyond academic research and demos.

Replicate is an AI tool that allows users to run and fine-tune open-source models, deploy custom models at scale, and generate images, text, videos, music, and speech with just one line of code. It provides a platform for the community to contribute and explore thousands of production-ready AI models, enabling users to push the boundaries of AI beyond academic papers and demos. With features like fine-tuning models, deploying custom models, and scaling on Replicate, users can easily create and deploy AI solutions for various tasks.

Fine Pixel is an AI-powered image upscaler and generator that allows users to enhance the quality of their images, create realistic portraits, generate stunning real estate photos, produce beautiful anime art, and explore the world of DaVinci's paintings. With Fine Pixel, you can upscale images up to 4x their original size without losing any detail, remove unwanted objects or people from your photos, and even colorize black and white images.

Live Portrait Ai Generator is an AI application that transforms static portrait images into lifelike videos using advanced animation technology. Users can effortlessly animate their portraits, fine-tune animations, unleash artistic styles, and make memories move with text, music, and other elements. The tool offers a seamless stitching technology and retargeting capabilities to achieve perfect results. Live Portrait Ai enhances generation quality and generalization ability through a mixed image-video training strategy and network architecture upgrades.

GenAI Summit San Francisco 2024 is an innovative AI tool designed to bring together industry leaders, researchers, and enthusiasts to explore the latest trends and advancements in artificial intelligence. The platform offers a virtual space for networking, knowledge sharing, and collaboration, enabling participants to gain insights into cutting-edge AI technologies and applications. With interactive sessions, keynote speeches, and panel discussions, GenAI Summit fosters a vibrant community of AI professionals and facilitates meaningful connections in the field.

8vdx is an AI tool that offers fine-tuned AI models for credit funds, revolutionizing credit investing workflows with faster, smarter, and cost-effective solutions. It transforms manual processes into scalable, automated workflows tailored for Private Credit and Hedge Funds. 8vdx is trusted by market leaders and provides advanced AI solutions for credit investing, including automating investment memo generation, data extraction for Excel models, portfolio monitoring, loan reconciliation, smart bond screening, and real-time data querying with AI bots. The tool ensures data security and privacy with SOC 2 compliance and respects the confidentiality of proprietary investment strategies.

Binaural Beats Factory is an AI-powered online self-hypnosis, subliminal, and affirmation audio generator that helps users achieve their goals by creating personalized audio tracks. The tool uses binaural beats, subliminal suggestions, and positive affirmations to target the subconscious mind and create positive changes in thoughts, feelings, and behaviors. Binaural Beats Factory offers a range of features, including a user-friendly online application, a vast database of single tone frequencies, background music, and subliminal affirmations, and the ability to fine-tune settings live while listening. The tool also includes a public library of self-hypnosis, subliminal, and affirmation audio tracks created by other users or the Binaural Beats Factory team.

Columns is an AI-powered platform that enables users to automate data storytelling through AI. It offers a range of features such as data integration with various platforms, data transformation using AI, professional storytelling tools, and automation for visual stories. Users can easily create stunning visual narratives, share and collaborate on stories, and chat with AI to explore data and generate themes for graphs. Columns aims to empower users to go beyond data visualization and become effective storytellers by maximizing their influence through shapes, colors, annotations, and animations.

The Sound Effect Generator is an AI-powered tool that allows users to create custom sound effects instantly. It uses cutting-edge AI Text to Sound Effect technology to transform ideas into high-quality sound effects. Perfect for creators, developers, and sound designers, the generator offers a free sound effect library with thousands of AI-generated sound effects. Users can fine-tune duration and audio quality, support multiple languages, and even upload videos to add AI-generated sound effects. The tool combines professional sound design with AI technology to provide a unique and creative audio experience.

Jife is an AI-powered platform that allows users to experience Japanese living by transforming any room into a Japanese interior design. Users can upload a picture of their room and let the AI algorithms generate multiple interior design options in Japanese style. Jife offers a wide range of room types to choose from and provides the ability to select famous designer styles or specific Japanese styles. Additionally, users can fine-tune their designs, view and download previous designs, and access more credits through subscription plans. Jife aims to bring the beauty and simplicity of Japanese living to users' fingertips, offering services beyond interior design, such as providing recipes and fashion advice inspired by Japanese culture.

Pony Diffusion V6 XL is an AI tool designed for creating stunning SFW and NSFW visuals featuring various species through a text-to-image generation model. It offers an intuitive interface, community engagement, and open access license, making it ideal for artists and enthusiasts to explore creative possibilities and bring imaginative concepts to life.

SD3 Medium is an advanced text-to-image model developed by Stability AI. It offers a cutting-edge approach to generating high-quality, photorealistic images based on textual prompts. The model is equipped with 2 billion parameters, ensuring exceptional quality and resource efficiency. SD3 Medium is currently in a research preview phase, primarily catering to educational and creative purposes. Users can access the model through various licensing options and explore its capabilities via the Stability Platform.

Hackers.dev was an AI-powered platform that provided skill-based job recommendations for developers. The platform utilized an embeddings model fine-tuned on 100,000 developer jobs to offer personalized job suggestions. Unfortunately, the website has been discontinued, but it previously offered over 8,000 job listings from 500+ companies. Users could access the service through the website or connect via GitHub or Twitter.

ChatTTS is a natural and expressive text-to-speech tool designed for dialogue applications. It supports mixed language input and offers multi-speaker capabilities with precise control over prosodic elements like laughter, pauses, and intonation. Users can explore the unique capabilities of ChatTTS, enjoy conversational TTS optimized for dialogue-based tasks, and benefit from fine-grained control over prosodic features. The tool is multilingual, supporting both English and Chinese languages, and is open-source and customizable with pretrained models available for further research and development.

Archsynth is an AI-powered tool that helps architects and designers convert their sketches into realistic renders in seconds. It uses cutting-edge technology to enhance efficiency and image quality, allowing users to save time and money. With Archsynth, users can transform their ideas into stunning visuals effortlessly, explore multiple variations, and fine-tune their style with prebuilt templates. Trusted by over 14,000 architects, Archsynth is the #1 AI tool for architecture visualization.

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.

This GitHub repository contains examples of fine-tuning open source large language models. It showcases the process of fine-tuning and quantizing large language models using efficient techniques like Lora and QLora. The repository serves as a practical guide for individuals looking to optimize the performance of language models through fine-tuning.

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.

Generative AI on AWS by O'Reilly Media provides a comprehensive guide on leveraging generative AI models on the AWS platform. The book covers various topics such as generative AI use cases, prompt engineering, large-language models, fine-tuning techniques, optimization, deployment, and more. Authors Chris Fregly, Antje Barth, and Shelbee Eigenbrode offer insights into cutting-edge AI technologies and practical applications in the field. The book is a valuable resource for data scientists, AI enthusiasts, and professionals looking to explore generative AI capabilities on AWS.

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. |  |

LLM4IR-Survey is a collection of papers related to large language models for information retrieval, organized according to the survey paper 'Large Language Models for Information Retrieval: A Survey'. It covers various aspects such as query rewriting, retrievers, rerankers, readers, search agents, and more, providing insights into the integration of large language models with information retrieval systems.

Analyze the following text from a github repository (name and readme text at end) . Then, generate a JSON object with the following keys and provide the corresponding information for each key, in lowercase letters: 'description' (detailed description of the repo, must be less than 400 words，Ensure that no line breaks and quotation marks.),'for_jobs' (List 5 jobs suitable for this tool,in lowercase letters), 'ai_keywords' (keywords of the tool,user may use those keyword to find the tool,in lowercase letters), 'for_tasks' (list of 5 specific tasks user can use this tool to do,in lowercase letters), 'answer' (in english languages)

AI Engineering Academy aims to provide a structured learning path for individuals looking to learn Applied AI effectively. The platform offers multiple roadmaps covering topics like Retrieval Augmented Generation, Fine-tuning, and Deployment. Each roadmap equips learners with the knowledge and skills needed to excel in applied GenAI. Additionally, the platform will feature Hands-on End-to-End AI projects in the future.

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.

This practical free hands-on course focuses on Large Language models and their applications, providing a hands-on experience using models from OpenAI and the Hugging Face library. The course is divided into three major sections: Techniques and Libraries, Projects, and Enterprise Solutions. It covers topics such as Chatbots, Code Generation, Vector databases, LangChain, Fine Tuning, PEFT Fine Tuning, Soft Prompt tuning, LoRA, QLoRA, Evaluate Models, Knowledge Distillation, and more. Each section contains chapters with lessons supported by notebooks and articles. The course aims to help users build projects and explore enterprise solutions using Large Language Models.

This repository serves as a collection of Google Colaboratory Notebooks for various tasks in Natural Language Processing (NLP), Natural Language Generation (NLG), Computer Vision, Generative Adversarial Networks (GANs), Streamlit applications, tutorials, UI/UX experiments, and other miscellaneous projects. It includes a wide range of pre-trained models, fine-tuning examples, and demos for tasks such as text generation, image processing, and more. The notebooks cover topics like self-attention, language model finetuning, emotion detection, image inpainting, and streamlit app creation. Users can explore different models, datasets, and techniques through these shared notebooks.

LLM Datasets is a repository containing high-quality datasets, tools, and concepts for LLM fine-tuning. It provides datasets with characteristics like accuracy, diversity, and complexity to train large language models for various tasks. The repository includes datasets for general-purpose, math & logic, code, conversation & role-play, and agent & function calling domains. It also offers guidance on creating high-quality datasets through data deduplication, data quality assessment, data exploration, and data generation techniques.

OpenLLM is a platform that helps developers run any open-source Large Language Models (LLMs) as OpenAI-compatible API endpoints, locally and in the cloud. It supports a wide range of LLMs, provides state-of-the-art serving and inference performance, and simplifies cloud deployment via BentoML. Users can fine-tune, serve, deploy, and monitor any LLMs with ease using OpenLLM. The platform also supports various quantization techniques, serving fine-tuning layers, and multiple runtime implementations. OpenLLM seamlessly integrates with other tools like OpenAI Compatible Endpoints, LlamaIndex, LangChain, and Transformers Agents. It offers deployment options through Docker containers, BentoCloud, and provides a community for collaboration and contributions.

LLM-PlayLab is a repository containing various projects related to LLM (Large Language Models) fine-tuning, generative AI, time-series forecasting, and crash courses. It includes projects for text generation, sentiment analysis, data analysis, chat assistants, image captioning, and more. The repository offers a wide range of tools and resources for exploring and implementing advanced AI techniques.

LLMInterviewQuestions is a repository containing over 100+ interview questions for Large Language Models (LLM) used by top companies like Google, NVIDIA, Meta, Microsoft, and Fortune 500 companies. The questions cover various topics related to LLMs, including prompt engineering, retrieval augmented generation, chunking, embedding models, internal working of vector databases, advanced search algorithms, language models internal working, supervised fine-tuning of LLM, preference alignment, evaluation of LLM system, hallucination control techniques, deployment of LLM, agent-based system, prompt hacking, and miscellaneous topics. The questions are organized into 15 categories to facilitate learning and preparation.

STILL is an open-source project exploring slow-thinking reasoning systems, focusing on o1-like reasoning systems. The project has released technical reports on enhancing LLM reasoning with reward-guided tree search algorithms and implementing slow-thinking reasoning systems using an imitate, explore, and self-improve framework. The project aims to replicate the capabilities of industry-level reasoning systems by fine-tuning reasoning models with long-form thought data and iteratively refining training datasets.

XTuner is an efficient, flexible, and full-featured toolkit for fine-tuning large models. It supports various LLMs (InternLM, Mixtral-8x7B, Llama 2, ChatGLM, Qwen, Baichuan, ...), VLMs (LLaVA), and various training algorithms (QLoRA, LoRA, full-parameter fine-tune). XTuner also provides tools for chatting with pretrained / fine-tuned LLMs and deploying fine-tuned LLMs with any other framework, such as LMDeploy.

Doing art design and research, including fine arts, audio arts and video arts, designed by Prof. Dr. Fred Y. Ye (Ying Ye)

Enter the world of Secret Somm, where intrigue and fine wine meet. Whether you're a rookie or a connoisseur, your personal wine agent awaits—ready to unveil the secrets of the perfect pour. Your mission, should you choose to accept it, will lead to unparalleled wine discoveries.

A witty yet succinct guide for HuggingFace, offering technical assistance on using the platform - based on their Learning Hub

Expands queries with tangential insights

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

Explore the infinite and your place in it.

Explore any topic with an advanced hierarchical interactive mapping with streamlined control. Begin with !start [topic].

Explore cities, immerse in cultures, and master languages in a conversational adventure.

Solution-focused, cognitive-behavioral, and transformational coaching to explore yourself, including journalling support.

Powerful and insightful. Ready to explore the subconscious world you didn't even know you had?

we can explore various aspects of spells, magic, and their historical significance. Feel free to ask questions, discuss specific spells or rituals, or delve into the cultural and folklore aspects of spellcasting. I'm here to provide insights and engage in a visionary conversation.

Explore social and environmental data for 169 countries to measure social progress and go beyond GDP. Using data from the Social Progress Imperative and powered by Open AI.

Explore any location with a visual street view perspective.

I help you to explore the galaxy by answering astronomy questions with the Gaia Space Telescope. Ask a question, download .csv, upload .csv for plotting

Explore 7779 new global AI products with ease! / 7779個のAI productのDBをもとにリサーチ

Explore the history of international football games, just by asking questions!

Explore Professor Oak's garden of rare, unknown creatures from his own vast knowledge.

Explore art with humor, dark wit, and now heartwarming stories about artists and their works.

Explore Poe's classic tale and its Netflix adaptation with rich insights.

Explore Lex Fridman's podcast universe with Lex Fridman GPT—extracting wisdom from deep conversations with brilliant minds on technology, humanity, and philosophy.