Best AI tools for< Apply Quantization Algorithms >

Private LLM is a secure, local, and private AI chatbot designed for iOS and macOS devices. It operates offline, ensuring that user data remains on the device, providing a safe and private experience. The application offers a range of features for text generation and language assistance, utilizing state-of-the-art quantization techniques to deliver high-quality on-device AI experiences without compromising privacy. Users can access a variety of open-source LLM models, integrate AI into Siri and Shortcuts, and benefit from AI language services across macOS apps. Private LLM stands out for its superior model performance and commitment to user privacy, making it a smart and secure tool for creative and productive tasks.

This website provides a platform for users to apply artificial intelligence (AI) to their work. Users can access a variety of AI tools and resources, including pre-trained models, datasets, and tutorials. The website also provides a community forum where users can connect with other AI enthusiasts and experts.

Easy Apply is an AI-powered application designed to simplify and enhance the job search process. It offers advanced features such as AI-powered resumes and cover letters, personalized job recommendations, and a beautiful resume builder. With Easy Apply, users can auto-apply to hundreds of jobs, increasing their chances of landing their dream job. The application aims to make job hunting smarter, faster, and more efficient for job seekers.

Apply.Dog is an AI-powered tool that automates the job application process. It fills out online job applications for you, saving you time and effort. With Apply.Dog, you can focus on finding the right job for you, while we take care of the tedious task of filling out applications.

AIR is an advanced AI tool designed to streamline and optimize various tasks through the power of artificial intelligence. It leverages cutting-edge algorithms to provide users with intelligent solutions for complex problems. With a user-friendly interface and robust functionality, AIR is a versatile tool that can be used across different industries and domains.

SuperStuff.ai is an AI-powered platform that connects businesses with top marketing, creative, growth, and sales professionals. It offers a wide range of opportunities with top companies in various categories such as account management, animation, content marketing, digital marketing, influencer marketing, and more. Users can explore portfolios, book calls, and sign up to meet experts. The platform leverages AI technology to match professionals with suitable job opportunities based on their skills and preferences.

Hireintel is an AI tool designed to streamline the hiring process for companies by utilizing AI-powered interviews. The platform leverages advanced algorithms to analyze candidate responses and provide valuable insights to recruiters. By automating the initial screening process, Hireintel helps companies save time and resources while ensuring a more efficient and data-driven recruitment process.

BidPacer is an AI bidder for freelance projects that helps users generate personalized proposals and apply for freelance jobs quickly and efficiently. The application utilizes artificial intelligence to create tailored job proposals, cover letters, and job-related credentials, making the job application process seamless and time-saving. BidPacer offers a real-time job portal that lists freelance opportunities from popular platforms like Upwork, Freelancer, and Guru, enabling users to apply for jobs with just a few clicks. With features like instant job notifications, custom proposal generation, and one-click job application, BidPacer aims to enhance freelancers' productivity and job application success rates.

Jobzi is an AI-powered job application bot that helps users find and apply for jobs in the UK. It uses machine learning to search for relevant job postings and automatically fill out and submit applications on behalf of users. Jobzi also provides users with a dashboard where they can track their applications and communicate with recruiters.

JobWizard is an AI-powered tool that helps job seekers autofill job applications. It uses natural language processing and machine learning to extract information from your resume and LinkedIn profile, and then automatically fills out the corresponding fields on job applications. This can save you a lot of time and hassle, and it can also help you to avoid making mistakes that could cost you the job.

Mistral is a knowledge management tool that helps users retain, apply, and succeed in their learning endeavors. It offers features such as seamless integration with popular note-taking tools, proven learning techniques for better retention, summarization of YouTube videos and text-based content, distraction-free reading, and resource management. Mistral is designed to help users overcome the challenges of information overload, wasteful distractions, and forgetfulness, empowering them to unlock their full learning potential.

AIApply is a suite of AI-powered job search tools designed to help job seekers land their dream jobs faster and easier. The platform offers a range of services, including a job application kit, AI resume builder, AI cover letter generator, AI job interview preparation, and more. AIApply's tools are powered by advanced AI models that have been trained on the most successful cover letters and resumes that have landed candidates high-paying jobs. The platform is easy to use and affordable, making it a great option for job seekers of all levels.

AutoJobs is an AI-powered tool designed to streamline the job application process. It leverages artificial intelligence to automatically apply to job listings on behalf of users, saving time and effort. By analyzing job requirements and user profiles, AutoJobs matches candidates with suitable positions and submits applications seamlessly. With a user-friendly interface, it offers a convenient solution for job seekers looking to increase their chances of landing interviews and job offers.

JobHire is an AI-powered job search automation platform that helps users find and apply to relevant job openings. It uses artificial intelligence to analyze and recreate users' resumes, making them more attractive to potential employers. JobHire also automatically creates email addresses and uses them to send responses to suitable vacancies, modifying users' resumes for each specific position. Additionally, it tracks responses from employers and provides users with a dashboard to track their progress.

Papertalk.io is an AI-powered platform that revolutionizes research by providing users with access to over 215 million papers, AI-generated explanations, and actionable insights. The platform offers precision search tools, AI-powered understanding of research papers, and personalized guidance on applying insights practically. Papertalk.io aims to make research more accessible and approachable for users from diverse backgrounds, transforming complex data into easy-to-digest formats to foster innovation and expertise.

Instabase is an AI-native unstructured data platform that helps businesses transform their processes stuck in unstructured data. It offers solutions for automating document processing workflows, analyzing data from any document or knowledge base, and surfacing insights across all company data. Instabase leverages generative AI, agentic reasoning, and federated processing to enable users to automate processes, find information, and make smarter decisions faster. The platform prioritizes AI privacy, security, and trust, providing users with complete control over their data and enterprise-grade security measures. Instabase has received several awards and recognitions for its innovative approach to leveraging AI for business solutions.

The AI Guild is Europe's leading practitioner community in various AI-related fields such as Analytics Engineering, Data Science, Machine Learning, NLP, and more. It offers career support, exclusive connections, technical skills profiles, and growth opportunities for its members. Additionally, the AI Guild provides services for companies, including support in evaluating use cases, deploying to production, and scaling infrastructure.

Autojob is a job search automation platform that helps users find jobs faster and more efficiently. It offers a range of features, including automatic job application, job filtering, and CV optimization. Autojob is designed to save users time and effort by automating the job search process.

JobCopilot is an AI-powered job application automation tool designed to streamline the job search process. It helps users automatically apply to jobs from a vast database of companies worldwide, manage job applications efficiently, and enhance their resumes and cover letters using AI technology. With JobCopilot, users can save time, increase their chances of getting interviews, and never miss out on job opportunities.

ApplyFox.ai is an AI-powered job application tool that automates the job search process by allowing users to upload their resume and preferences, and then auto-applies to hundreds of job listings on their behalf. The tool helps users save time, increase their chances of landing interviews, and ensures professional and tailored applications across various industries and skill levels.

llm-compressor is an easy-to-use library for optimizing models for deployment with vllm. It provides a comprehensive set of quantization algorithms, seamless integration with Hugging Face models and repositories, and supports mixed precision, activation quantization, and sparsity. Supported algorithms include PTQ, GPTQ, SmoothQuant, and SparseGPT. Installation can be done via git clone and local pip install. Compression can be easily applied by selecting an algorithm and calling the oneshot API. The library also offers end-to-end examples for model compression. Contributions to the code, examples, integrations, and documentation are appreciated.

Neural Network Compression Framework (NNCF) provides a suite of post-training and training-time algorithms for optimizing inference of neural networks in OpenVINO™ with a minimal accuracy drop. It is designed to work with models from PyTorch, TorchFX, TensorFlow, ONNX, and OpenVINO™. NNCF offers samples demonstrating compression algorithms for various use cases and models, with the ability to add different compression algorithms easily. It supports GPU-accelerated layers, distributed training, and seamless combination of pruning, sparsity, and quantization algorithms. NNCF allows exporting compressed models to ONNX or TensorFlow formats for use with OpenVINO™ toolkit, and supports Accuracy-Aware model training pipelines via Adaptive Compression Level Training and Early Exit Training.

Awesome-LLM-Quantization is a curated list of resources related to quantization techniques for Large Language Models (LLMs). Quantization is a crucial step in deploying LLMs on resource-constrained devices, such as mobile phones or edge devices, by reducing the model's size and computational requirements.

The NVIDIA TensorRT Model Optimizer is a library designed to quantize and compress deep learning models for optimized inference on GPUs. It offers state-of-the-art model optimization techniques including quantization and sparsity to reduce inference costs for generative AI models. Users can easily stack different optimization techniques to produce quantized checkpoints from torch or ONNX models. The quantized checkpoints are ready for deployment in inference frameworks like TensorRT-LLM or TensorRT, with planned integrations for NVIDIA NeMo and Megatron-LM. The tool also supports 8-bit quantization with Stable Diffusion for enterprise users on NVIDIA NIM. Model Optimizer is available for free on NVIDIA PyPI, and this repository serves as a platform for sharing examples, GPU-optimized recipes, and collecting community feedback.

Awesome-Segment-Anything is a powerful tool for segmenting and extracting information from various types of data. It provides a user-friendly interface to easily define segmentation rules and apply them to text, images, and other data formats. The tool supports both supervised and unsupervised segmentation methods, allowing users to customize the segmentation process based on their specific needs. With its versatile functionality and intuitive design, Awesome-Segment-Anything is ideal for data analysts, researchers, content creators, and anyone looking to efficiently extract valuable insights from complex datasets.

The 'vector-search-class-notes' repository contains class materials for a course on Long Term Memory in AI, focusing on vector search and databases. The course covers theoretical foundations and practical implementation of vector search applications, algorithms, and systems. It explores the intersection of Artificial Intelligence and Database Management Systems, with topics including text embeddings, image embeddings, low dimensional vector search, dimensionality reduction, approximate nearest neighbor search, clustering, quantization, and graph-based indexes. The repository also includes information on the course syllabus, project details, selected literature, and contributions from industry experts in the field.

This repository provides code samples in Python, C#, REST, and JavaScript for vector support in Azure AI Search. It includes demos for various languages showcasing vectorization of data, creating indexes, and querying vector data. Additionally, it offers tools like Azure AI Search Lab for experimenting with AI-enabled search scenarios in Azure and templates for deploying custom chat-with-your-data solutions. The repository also features documentation on vector search, hybrid search, creating and querying vector indexes, and REST API references for Azure AI Search and Azure OpenAI Service.

LLM-PowerHouse is a comprehensive and curated guide designed to empower developers, researchers, and enthusiasts to harness the true capabilities of Large Language Models (LLMs) and build intelligent applications that push the boundaries of natural language understanding. This GitHub repository provides in-depth articles, codebase mastery, LLM PlayLab, and resources for cost analysis and network visualization. It covers various aspects of LLMs, including NLP, models, training, evaluation metrics, open LLMs, and more. The repository also includes a collection of code examples and tutorials to help users build and deploy LLM-based applications.

This repository contains a hand-curated list of great machine (deep) learning resources for Natural Language Processing (NLP) with a focus on Generative Pre-trained Transformer (GPT), Bidirectional Encoder Representations from Transformers (BERT), attention mechanism, Transformer architectures/networks, Chatbot, and transfer learning in NLP.

ChatGPT is a large language model that can generate human-like text, translate languages, write different kinds of creative content, and answer your questions in a conversational way. It is trained on a massive amount of text data, and it is able to understand and respond to a wide range of natural language prompts. Here are 5 jobs suitable for this tool, in lowercase letters: 1. content writer 2. chatbot assistant 3. language translator 4. creative writer 5. researcher

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.

AITreasureBox is a comprehensive collection of AI tools and resources designed to simplify and accelerate the development of AI projects. It provides a wide range of pre-trained models, datasets, and utilities that can be easily integrated into various AI applications. With AITreasureBox, developers can quickly prototype, test, and deploy AI solutions without having to build everything from scratch. Whether you are working on computer vision, natural language processing, or reinforcement learning projects, AITreasureBox has something to offer for everyone. The repository is regularly updated with new tools and resources to keep up with the latest advancements in the field of artificial intelligence.

Wise tech founder offering practical and creative advice on book quotes

A co pilot to help small businesses apply for loans

Apply gold-standard startup valuation and assessment methods to identify risks and gaps in your business model and product ideas.

Helps the user apply Shape Up SDL methodology.

How do "Art Worlds" apply to emergent communities of AI artists and its culture?

Helps locate and apply frameworks to your problem

Biblical counseling to apply the Gospel to any situation in your life.

A tool that uses research to apply DEI principles in education. Ensure your policies, curriculum, decisions, and communications has been assessed for bias, inclusivity, and more.

This GPT helps you understand and apply the MITRE ATT&CK Framework, whether you are familiar with the concepts or not.

Just upload a numerical dataset for classification task, will apply data analysis and machine learning steps to make a best model possible.

I'm Back Propagation, here to help you understand and apply back propagation techniques to your AI models.

Expert in non-profit organization support and grant writing. Start by uploading the grant you want to apply for.

I guide you in learning and applying Wardley Maps.

Jouw gids voor een gebruiksvriendelijke Nederlandse overheid.

Multilingual Refugee Consultant

I'm a consultant for the Australia Awards Scholarship application process.

Guides users through VA benefits and services.

Facilitates seamless employee relocation and immigration processes.

Veterans Benefits Navigator (VBN) is a specialized chatbot designed to guide U.S. veterans through the complexities of VA benefits. It offers tailored, up-to-date information, locates nearest VA facilities, and ensures empathetic, confidential assistance for all benefit-related inquiries.

World best assistant for the application for Schengen, US, UK and other countries Visa,