Best AI tools for< Support Various Clip Models >

WUI.AI is an AI-powered platform that helps users repurpose their long-form videos into short, engaging clips suitable for popular social media platforms like TikTok, Instagram, and YouTube Shorts. It offers features such as effortless clipping, transcription, editing, highlighting, caption generation, and translation support. With WUI.AI, content creators, podcasters, personal coaches, and teams can easily optimize their content for various platforms, attract a wider audience, and enhance their online presence.

UseShorts is an AI-powered tool designed to help users repurpose their YouTube channel content effortlessly. By connecting your YouTube account, UseShorts automatically generates viral clips from your videos and posts them on YouTube Shorts. The tool handles everything from selecting videos, creating clips, to posting, allowing users to grow their audience with minimal effort. With features like automatic clip generation, active speaker detection, support for subtitles, and email notifications, UseShorts streamlines the process of creating engaging short-form content. The tool offers various pricing plans to cater to different posting frequencies, making it suitable for content creators looking to expand their reach on YouTube Shorts.

Framedrop is an AI tool designed to automatically find the best moments in talking content and supported gaming titles and turn them into short-form videos. It speeds up the process of creating TikToks, YouTube Shorts, and Instagram Reels, allowing creators to focus on content creation. The application supports various languages and dialects for AI-generated subtitles and offers features like highlight detection, smart edits, clip dashboard, performance optimization, and easy social media sharing.

Framedrop is an AI tool that automatically finds the best moments in talking content and supported gaming titles and turns them into short-form videos. It speeds up the process of creating TikToks, YouTube Shorts, and Instagram Reels, allowing creators to focus on content creation. With features like Highlight Detector, Smart Edits, Clip Dashboard, and more, Framedrop helps users repurpose content, reach new audiences, and grow their channels. Creators can easily share their highlights on social media platforms. The application supports various languages and dialects for AI-generated subtitles.

The website offers a free AI Reels maker that allows users to create and publish reels in their own cloned voice. Users can convert text to reels, news to reels, and blog to reels in multiple languages. The application provides various features such as creating reels on different topics like facts, education, industry insights, statistics, quizzes, and more. Users can also promote daily tips, famous quotes, testimonials, how-to guides, product demos, jokes, and facts. Additionally, the website supports multiple languages and offers an affiliate program for users.

OpusClip is an AI-powered video repurposing tool that allows users to easily transform long videos into engaging short clips optimized for various social media platforms. The tool leverages big data analysis and AI technology to identify key moments in videos, add dynamic captions, and seamlessly create viral-worthy content. With features like AI b-roll generation, auto reframing, customizable brand templates, and social post scheduling, OpusClip streamlines the video editing process and helps users grow their online presence. The platform supports multiple languages and offers a free trial of its Pro Plan, making it accessible to a wide range of content creators and marketers.

novita.ai is an AI-assisted tool designed to aid developers in code generation tasks. It offers a state-of-the-art large language model, Code Llama, which provides intelligent recommendations and transforms the coding experience. The platform leverages advancements in machine learning to enhance developers' productivity and accuracy in writing error-free code.

Anycores is an AI tool designed to optimize the performance of deep neural networks and reduce the cost of running AI models in the cloud. It offers a platform that provides automated solutions for tuning and inference consultation, optimized networks zoo, and platform for reducing AI model cost. Anycores focuses on faster execution, reducing inference time over 10x times, and footprint reduction during model deployment. It is device agnostic, supporting Nvidia, AMD GPUs, Intel, ARM, AMD CPUs, servers, and edge devices. The tool aims to provide highly optimized, low footprint networks tailored to specific deployment scenarios.

Figure is a pioneering AI robotics company that is revolutionizing the industry by introducing a general-purpose humanoid robot to the market. The company is focused on giving artificial intelligence a physical body and integrating learning robots into the global workforce. By taking an AI-first approach, Figure aims to enhance human capabilities, address labor shortages, and improve workplace safety. The humanoid robot, Figure 02, combines human-like dexterity with cutting-edge AI technology to support various industries such as manufacturing, logistics, warehousing, and retail.

Corti is an AI platform that provides advanced capabilities for patient consultations. It offers features such as Co-Pilot, a proactive AI scribe and assistant for clinicians, and Mission Control, an AI-powered conversation recorder. Corti's AI tools support various healthcare tasks, including high precision procedure and diagnosis coding, context-aware assistants for clinicians, and support for multiple languages in speech and text. The platform is trusted by major hospitals and healthcare providers worldwide.

PandaRocket is an AI-powered suite designed to support various eCommerce business models. It offers a range of tools for product research, content creation, and store management. With features like market analysis, customer segmentation, and predictive intelligence, PandaRocket helps users make data-driven decisions to optimize their online stores and maximize profits.

Nebius AI is an AI-centric cloud platform designed to handle intensive workloads efficiently. It offers a range of advanced features to support various AI applications and projects. The platform ensures high performance and security for users, enabling them to leverage AI technology effectively in their work. With Nebius AI, users can access cutting-edge AI tools and resources to enhance their projects and streamline their workflows.

KBY-AI is an advanced Identity Verification SDK provider offering powerful solutions for Face Recognition, Face Liveness Detection, and ID Card Recognition. Their cutting-edge AI technology ensures foolproof protection without disrupting the user's flow. The SDKs are designed to be lightweight, highly effective, and ideal for commercial applications like KYC automation, time and attendance systems, and video surveillance. KBY-AI's solutions support various ID documents from 200+ countries and are compatible with Android, iOS, and web platforms.

Astro System is an AI-powered automation platform that revolutionizes customer support by merging AI email assistance, help desk services, and AI-driven dispute resolution. It enables businesses to minimize expenses, uplift support staff, and ensure customer contentment through sophisticated AI responses and personalized interactions.

The Free Online AI Therapist Chatbot is an AI application designed to provide mental health support and personalized therapy services to individuals. Users can access the chatbot 24/7 for free and receive support from various types of therapists, including trauma recovery therapists, mindfulness coaches, DBT therapists, addiction counselors, anxiety therapists, grief counselors, wellness coaches, career coaches, CBT therapists, relationship counselors, solution-focused therapists, and empathetic listeners.

CoSupport AI is an all-in-one generative AI solution for customer support, offering custom AI models, unlimited user access, non-hallucinating AI, transparent pricing, and enterprise-grade security. It provides autonomous AI agents that handle customer inquiries with high accuracy, redefining customer support efficiency and productivity. The AI solution automates routine queries, enhances agent productivity, and delivers AI-driven insights and analytics. CoSupport AI is recognized for its advanced features, cost savings, and scalability, making it a go-to solution for modern customer support across various industries.

Questgen is an AI-powered quiz generator that allows users to create various types of assessments such as Multiple Choice Questions (MCQs), True/False questions, Fill-in-the-blanks, Higher-Order Questions, Match-the-following Questions, and Bloom's Taxonomy quizzes. Users can input text in any language or via URL, choose the type of quiz questions to be generated, edit the questions, and export them in multiple formats like PDF, QTI, Moodle XML, CSV, and more. It caters to teachers, learners, HR teams, and schools to generate assessments at scale, saving time and effort. Questgen offers features like support for various quiz types, study mode for students, Bloom's Taxonomy level question generation, image to quiz generator, and more.

AllChat is an intelligent conversational AI assistant designed to enhance user interactions and streamline communication processes. It leverages advanced AI algorithms to provide personalized assistance and support in various tasks. With its intuitive interface, AllChat aims to revolutionize the way users engage with technology, offering a seamless and efficient experience. Whether it's answering queries, scheduling appointments, or managing tasks, AllChat is your go-to virtual assistant for all your needs.

ChatMasters is an AI-powered bot-assistant application designed to enhance user experience and streamline communication processes. It leverages artificial intelligence technology to provide automated responses and support in various tasks. With ChatMasters, users can easily interact with a virtual assistant to get information, resolve queries, and perform actions efficiently. The application aims to improve customer service, increase productivity, and offer a seamless chat experience for users.

Moshi AI is a new voice assistant with advanced vocal capabilities that simulate human-like conversations. It can be used as a personal coach or companion, providing guidance and support in various scenarios. Moshi AI offers real-time voice interaction, efficient multimodal processing, and enhanced privacy and security features. The application is designed to enhance business operations, improve customer interactions, and streamline decision-making processes.

This repository provides code for extracting image and text features using OpenAI CLIP models, supporting both global and local grid visual features. It aims to facilitate multi visual-and-language downstream tasks by allowing users to customize input and output grid resolution easily. The extracted features have shown comparable or superior results in image captioning tasks without hyperparameter tuning. The repo supports various CLIP models and provides detailed information on supported settings and results on MSCOCO image captioning. Users can get started by setting up experiments with the extracted features using X-modaler.

Eval-Scope is a framework designed to support the evaluation of large language models (LLMs) by providing pre-configured benchmark datasets, common evaluation metrics, model integration, automatic evaluation for objective questions, complex task evaluation using expert models, reports generation, visualization tools, and model inference performance evaluation. It is lightweight, easy to customize, supports new dataset integration, model hosting on ModelScope, deployment of locally hosted models, and rich evaluation metrics. Eval-Scope also supports various evaluation modes like single mode, pairwise-baseline mode, and pairwise (all) mode, making it suitable for assessing and improving LLMs.

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.

Infinity is a high-throughput, low-latency REST API for serving vector embeddings, supporting all sentence-transformer models and frameworks. It is developed under the MIT License and powers inference behind Gradient.ai. The API allows users to deploy models from SentenceTransformers, offers fast inference backends utilizing various accelerators, dynamic batching for efficient processing, correct and tested implementation, and easy-to-use API built on FastAPI with Swagger documentation. Users can embed text, rerank documents, and perform text classification tasks using the tool. Infinity supports various models from Huggingface and provides flexibility in deployment via CLI, Docker, Python API, and cloud services like dstack. The tool is suitable for tasks like embedding, reranking, and text classification.

The stable-diffusion.cpp repository provides an implementation for inferring stable diffusion in pure C/C++. It offers features such as support for different versions of stable diffusion, lightweight and dependency-free implementation, various quantization support, memory-efficient CPU inference, GPU acceleration, and more. Users can download the built executable program or build it manually. The repository also includes instructions for downloading weights, building from scratch, using different acceleration methods, running the tool, converting weights, and utilizing various features like Flash Attention, ESRGAN upscaling, PhotoMaker support, and more. Additionally, it mentions future TODOs and provides information on memory requirements, bindings, UIs, contributors, and references.

Merlin is a groundbreaking model capable of generating natural language responses intricately linked with object trajectories of multiple images. It excels in predicting and reasoning about future events based on initial observations, showcasing unprecedented capability in future prediction and reasoning. Merlin achieves state-of-the-art performance on the Future Reasoning Benchmark and multiple existing multimodal language models benchmarks, demonstrating powerful multi-modal general ability and foresight minds.

This repository includes papers and blogs about Efficient Transformers, Length Extrapolation, Long Term Memory, Retrieval Augmented Generation(RAG), and Evaluation for Long Context Modeling.

This is a super customizable, concise, user-friendly, and efficient toolkit for training and aligning LLMs. It provides support for various methods such as SFT, Distillation, DPO, ORPO, CPO, SimPO, SMPO, Non-pair Reward Modeling, Special prompts basket format, Rejection Sampling, Scoring using RM, Effective FAISS Map-Reduce Deduplication, LLM scoring using RM, NER, CLIP, Classification, and STS. The toolkit offers key libraries like PyTorch, Transformers, TRL, Accelerate, FSDP, DeepSpeed, and tools for result logging with wandb or clearml. It allows mixing datasets, generation and logging in wandb/clearml, vLLM batched generation, and aligns models using the SMPO method.

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. |  |

The 'nlp-llms-resources' repository is a comprehensive resource list for Natural Language Processing (NLP) and Large Language Models (LLMs). It covers a wide range of topics including traditional NLP datasets, data acquisition, libraries for NLP, neural networks, sentiment analysis, optical character recognition, information extraction, semantics, topic modeling, multilingual NLP, domain-specific LLMs, vector databases, ethics, costing, books, courses, surveys, aggregators, newsletters, papers, conferences, and societies. The repository provides valuable information and resources for individuals interested in NLP and LLMs.

ComfyUI_VLM_nodes is a repository containing various nodes for utilizing Vision Language Models (VLMs) and Language Models (LLMs). The repository provides nodes for tasks such as structured output generation, image to music conversion, LLM prompt generation, automatic prompt generation, and more. Users can integrate different models like InternLM-XComposer2-VL, UForm-Gen2, Kosmos-2, moondream1, moondream2, JoyTag, and Chat Musician. The nodes support features like extracting keywords, generating prompts, suggesting prompts, and obtaining structured outputs. The repository includes examples and instructions for using the nodes effectively.

Awesome-LLM-Large-Language-Models-Notes is a repository that provides a comprehensive collection of information on various Large Language Models (LLMs) classified by year, size, and name. It includes details on known LLM models, their papers, implementations, and specific characteristics. The repository also covers LLM models classified by architecture, must-read papers, blog articles, tutorials, and implementations from scratch. It serves as a valuable resource for individuals interested in understanding and working with LLMs in the field of Natural Language Processing (NLP).

Instruct2Act is a framework that utilizes Large Language Models to map multi-modal instructions to sequential actions for robotic manipulation tasks. It generates Python programs using the LLM model for perception, planning, and action. The framework leverages foundation models like SAM and CLIP to convert high-level instructions into policy codes, accommodating various instruction modalities and task demands. Instruct2Act has been validated on robotic tasks in tabletop manipulation domains, outperforming learning-based policies in several tasks.

Generative Models by Stability AI is a repository that provides various generative models for research purposes. It includes models like Stable Video 4D (SV4D) for video synthesis, Stable Video 3D (SV3D) for multi-view synthesis, SDXL-Turbo for text-to-image generation, and more. The repository focuses on modularity and implements a config-driven approach for building and combining submodules. It supports training with PyTorch Lightning and offers inference demos for different models. Users can access pre-trained models like SDXL-base-1.0 and SDXL-refiner-1.0 under a CreativeML Open RAIL++-M license. The codebase also includes tools for invisible watermark detection in generated images.

org-ai is a minor mode for Emacs org-mode that provides access to generative AI models, including OpenAI API (ChatGPT, DALL-E, other text models) and Stable Diffusion. Users can use ChatGPT to generate text, have speech input and output interactions with AI, generate images and image variations using Stable Diffusion or DALL-E, and use various commands outside org-mode for prompting using selected text or multiple files. The tool supports syntax highlighting in AI blocks, auto-fill paragraphs on insertion, and offers block options for ChatGPT, DALL-E, and other text models. Users can also generate image variations, use global commands, and benefit from Noweb support for named source blocks.

WavCraft is an LLM-driven agent for audio content creation and editing. It applies LLM to connect various audio expert models and DSP function together. With WavCraft, users can edit the content of given audio clip(s) conditioned on text input, create an audio clip given text input, get more inspiration from WavCraft by prompting a script setting and let the model do the scriptwriting and create the sound, and check if your audio file is synthesized by WavCraft.

SimpleAICV_pytorch_training_examples is a repository that provides simple training and testing examples for various computer vision tasks such as image classification, object detection, semantic segmentation, instance segmentation, knowledge distillation, contrastive learning, masked image modeling, OCR text detection, OCR text recognition, human matting, salient object detection, interactive segmentation, image inpainting, and diffusion model tasks. The repository includes support for multiple datasets and networks, along with instructions on how to prepare datasets, train and test models, and use gradio demos. It also offers pretrained models and experiment records for download from huggingface or Baidu-Netdisk. The repository requires specific environments and package installations to run effectively.

A simple and convenient interface for using various neural network models. Users can interact with LLM using text, voice, and image input to generate images, videos, 3D objects, music, and audio. The tool supports a wide range of models for different tasks such as image generation, video generation, audio file separation, voice conversion, and more. Users can also view files from the outputs directory in a gallery, download models, change application settings, and check system sensors. The goal of the project is to create an easy-to-use application for utilizing neural network models.

OpenRL is an open-source general reinforcement learning research framework that supports training for various tasks such as single-agent, multi-agent, offline RL, self-play, and natural language. Developed based on PyTorch, the goal of OpenRL is to provide a simple-to-use, flexible, efficient and sustainable platform for the reinforcement learning research community. It supports a universal interface for all tasks/environments, single-agent and multi-agent tasks, offline RL training with expert dataset, self-play training, reinforcement learning training for natural language tasks, DeepSpeed, Arena for evaluation, importing models and datasets from Hugging Face, user-defined environments, models, and datasets, gymnasium environments, callbacks, visualization tools, unit testing, and code coverage testing. It also supports various algorithms like PPO, DQN, SAC, and environments like Gymnasium, MuJoCo, Atari, and more.

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