Best AI tools for< Optimize For Different Gpus >

Munch is an AI-powered video repurposing platform that helps businesses and individuals extract the most engaging and impactful clips from their long-form videos. With its advanced machine learning capabilities, Munch analyzes video content to identify key moments, generate captions, and create social media posts. It supports multiple languages and provides insights into marketing trends to help users optimize their content for different platforms.

Unify is an AI tool that offers a unified platform for accessing and comparing various Language Models (LLMs) from different providers. It allows users to combine models for faster, cheaper, and better responses, optimizing for quality, speed, and cost-efficiency. Unify simplifies the complex task of selecting the best LLM by providing transparent benchmarks, personalized routing, and performance optimization tools.

Oclipia AI is an advanced artificial intelligence tool designed to streamline and optimize various business processes. It leverages cutting-edge AI algorithms to provide accurate data analysis, predictive insights, and automation capabilities. With Oclipia AI, users can make informed decisions, enhance productivity, and drive business growth through intelligent automation.

Find New AI is a comprehensive platform offering a variety of AI tools and efficiency solutions for different purposes such as SEO, content creation, marketing, link building, image manipulation, and more. The website provides reviews, tutorials, and guides on utilizing AI software effectively to enhance productivity and creativity in various domains.

Peech is an AI-powered video post-production platform that helps media companies create branded videos from their content quickly and easily. With Peech, you can automatically tag and categorize your videos, generate subtitles and translations, add branding elements, and edit videos with no advanced editing skills required. Peech also offers a range of features for social media marketing, including the ability to generate short-form video content and automatically resize videos for different platforms.

Kartiv is an automated visual content platform for eCommerce and marketing agencies. It uses AI to generate product photos and videos that are designed to boost sales. Kartiv's platform is easy to use and can be used to create a variety of visual content, including product photos, videos, and 3D models. Kartiv also offers a range of features to help businesses optimize their visual content for different channels, including social media, email, and websites.

Gigapixel AI is an AI image upscaling and enhancement tool that offers a free trial for users to experience its advanced features. It specializes in enhancing portraits, nature & landscapes, and anime images with high resolution and detail. The tool provides specialized optimizations for different image types, allowing users to transform their visuals with precision. With affordable pricing and flexible plans, Gigapixel AI aims to unlock users' creative potential through cutting-edge AI technology.

The website is a comprehensive AI directory platform that showcases a wide range of AI tools and applications. Users can explore and discover various AI-powered tools for different purposes, such as writing, marketing, paraphrasing, SEO, study, generating content, research, art, music, video, coding, photo editing, and more. The platform offers a free listing service for AI tool developers and is regularly updated with new tools. Users can easily navigate through the directory to find and access their favorite AI tools. Additionally, the platform provides information on how to submit AI tools, the categories supported, and the frequency of updates. The content is generated by GPT-4o from OpenAI, ensuring high-quality descriptions and details about the listed AI tools.

SaaS LTD Deals is a platform offering lifetime deals on various software tools and applications. It provides users with the opportunity to access premium software products at discounted rates for a lifetime. The platform features a wide range of tools for different purposes, including productivity, content marketing, lead generation, video editing, and more. Users can explore and purchase these lifetime deals to enhance their workflows and boost their business operations.

Resumatic is an AI-powered resume builder that utilizes ChatGPT technology to help job seekers create professional resumes. With features like complete resume analysis, pixel-perfect formatting, and keyword optimization, Resumatic offers users the tools they need to enhance their chances of success in the job market. The platform provides various resume formats tailored for different industries and experience levels, ensuring that users can present their qualifications effectively. Additionally, Resumatic offers a free plan with limited features and optional Pro and Lifetime plans for unlimited access to all features and monthly resume reviews.

Rhetora AI is an AI-powered sales team playbook platform designed to help businesses generate consistent and qualified leads for their sales representatives. The platform leverages over 20 data providers and scrapes publicly available data sources to target ideal companies. Rhetora AI offers three different playbooks tailored for different needs, including founder-led, value-led, and signal-led playbooks. The platform also features smart engagement campaigns, AI-first CRM, and daily tasks execution managed by a combination of humans and AI.

Ascenscia is a specialized AI voice assistant designed to streamline lab digitization processes. It integrates with laboratory software and machines to enable hands-free interactions, automating data collection, optimizing workflows, and accelerating R&D cycles. Ascenscia offers features such as data accessibility, data capturing, inventory access, and additional task management. The application is designed for scientific labs, addressing concerns with precision, safety, and adaptability. It boasts high accuracy in understanding scientific terminologies, end-to-end data encryption, multi-lingual support, and customization options for different lab workflows.

VPLATE is an AI-powered platform that enables users to create and manage marketing videos for social media effortlessly. From video production to automatic upload on social media channels, VPLATE streamlines the entire process using AI technology. With features like AI-generated marketing plans, captivating marketing copies, automatic video editing, and a comprehensive video marketing dashboard, VPLATE simplifies video marketing for businesses of all sizes. The platform offers a wide range of templates, intuitive editing tools, and supports various mobile platforms, making it easy for users to create high-quality video content tailored for different social media channels.

DokeyAI is an AI tools directory showcasing over 1700+ AI websites and tools across 43 categories. It provides a platform for users to find and explore various AI-enhanced tools for different purposes such as accounting, gaming, education, and more. The website offers a curated list of AI-powered applications that cater to a wide range of needs and interests, making it a valuable resource for individuals and businesses looking to leverage AI technology for improved efficiency and productivity.

RewriterPro AI Rewriter is an AI-powered tool designed to enhance your writing by using natural language processing, to your desired structure, tone, and fluency. It offers various customization options, including fluency levels, tone, audience, emotion, length, and language, allowing you to create tailored content for different purposes and platforms. The tool helps improve fluency, remove grammatical errors, enhance flow and structure, and make content more engaging and readable. It also provides plagiarism detection and removal, ensuring unique and original content. RewriterPro is suitable for various users, including content writers, bloggers, copywriters, content marketers, digital marketers, and e-commerce entrepreneurs.

Aii.CX is a platform offering a variety of free AI tools, widgets, and applications that can be embedded into websites to enhance user experience and boost conversions. The platform allows users to easily create their own AI tools, apps, and widgets in just a few simple steps, without the need for coding skills. Aii.CX provides a range of AI-driven solutions for different industries, such as lead generation, home design assistance, solar savings calculation, and workout routine creation. The platform aims to help businesses increase leads, improve conversions, and optimize website interactions through the use of AI technology.

Neuroflash is a comprehensive AI content suite designed for marketing teams, offering a range of tools to enhance content creation and efficiency. With its user-friendly interface and powerful AI capabilities, neuroflash empowers users to generate high-quality text, images, and chatbots, optimize content for SEO, and analyze content performance. The platform's key features include customizable brand voice, team collaboration, and seamless integration with various applications. Neuroflash is trusted by over 1 million content creators and teams, providing them with the tools they need to streamline their workflow and achieve their content marketing goals.

Fontjoy is a tool that helps users generate font pairings with one click. It simplifies the process of creating balanced contrast font combinations by using deep learning algorithms. Users can easily create new font pairings, lock fonts they like, and manually choose fonts. The tool aims to assist users in selecting fonts that complement each other and create a visually appealing design.

Zentask is an AI tool designed to create articles and images for blogs and businesses in just one click. It offers a platform where professionals can generate unique textual content and visuals quickly and efficiently, saving time and energy. With a focus on diverse AI resources, Zentask helps in composing, investigating, evaluating, and producing visuals for various purposes. The tool is tailored for professionals in different fields, providing a seamless and user-friendly experience to boost productivity and streamline daily tasks.

Kumo is an AI-powered platform that helps businesses personalize customer experiences, acquire new customers, understand customer behavior, improve planning and monitoring, resolve data inconsistencies, fight fraud and abuse, detect money laundering, and empower data scientists with advanced techniques. It offers cutting-edge solutions for various AI and machine learning tasks, such as predictive modeling, anomaly detection, entity resolution, and graph embeddings. Kumo's capabilities are designed to enhance customer interactions, optimize marketing campaigns, and provide valuable insights for businesses across different industries.

Atom is an accurate low-bit weight-activation quantization algorithm that combines mixed-precision, fine-grained group quantization, dynamic activation quantization, KV-cache quantization, and efficient CUDA kernels co-design. It introduces a low-bit quantization method, Atom, to maximize Large Language Models (LLMs) serving throughput with negligible accuracy loss. The codebase includes evaluation of perplexity and zero-shot accuracy, kernel benchmarking, and end-to-end evaluation. Atom significantly boosts serving throughput by using low-bit operators and reduces memory consumption via low-bit quantization.

LitData is a tool designed for blazingly fast, distributed streaming of training data from any cloud storage. It allows users to transform and optimize data in cloud storage environments efficiently and intuitively, supporting various data types like images, text, video, audio, geo-spatial, and multimodal data. LitData integrates smoothly with frameworks such as LitGPT and PyTorch, enabling seamless streaming of data to multiple machines. Key features include multi-GPU/multi-node support, easy data mixing, pause & resume functionality, support for profiling, memory footprint reduction, cache size configuration, and on-prem optimizations. The tool also provides benchmarks for measuring streaming speed and conversion efficiency, along with runnable templates for different data types. LitData enables infinite cloud data processing by utilizing the Lightning.ai platform to scale data processing with optimized machines.

This repository contains a comprehensive collection of 63 must-know Large Language Models (LLMs) interview questions. It covers topics such as the architecture of LLMs, transformer models, attention mechanisms, training processes, encoder-decoder frameworks, differences between LLMs and traditional statistical language models, handling context and long-term dependencies, transformers for parallelization, applications of LLMs, sentiment analysis, language translation, conversation AI, chatbots, and more. The readme provides detailed explanations, code examples, and insights into utilizing LLMs for various tasks.

llm-analysis is a tool designed for Latency and Memory Analysis of Transformer Models for Training and Inference. It automates the calculation of training or inference latency and memory usage for Large Language Models (LLMs) or Transformers based on specified model, GPU, data type, and parallelism configurations. The tool helps users to experiment with different setups theoretically, understand system performance, and optimize training/inference scenarios. It supports various parallelism schemes, communication methods, activation recomputation options, data types, and fine-tuning strategies. Users can integrate llm-analysis in their code using the `LLMAnalysis` class or use the provided entry point functions for command line interface. The tool provides lower-bound estimations of memory usage and latency, and aims to assist in achieving feasible and optimal setups for training or inference.

A comprehensive guide to building Retrieval Augmented Generation (RAG)-based LLM applications for production. This guide covers developing a RAG-based LLM application from scratch, scaling the major components, evaluating different configurations, implementing LLM hybrid routing, serving the application in a highly scalable and available manner, and sharing the impacts LLM applications have had on products.

PowerInfer is a high-speed Large Language Model (LLM) inference engine designed for local deployment on consumer-grade hardware, leveraging activation locality to optimize efficiency. It features a locality-centric design, hybrid CPU/GPU utilization, easy integration with popular ReLU-sparse models, and support for various platforms. PowerInfer achieves high speed with lower resource demands and is flexible for easy deployment and compatibility with existing models like Falcon-40B, Llama2 family, ProSparse Llama2 family, and Bamboo-7B.

LLM price compass is an open-source tool for comparing inference costs on different GPUs across various cloud providers. It collects benchmark data to help users select the right GPU, cloud, and provider for their models. The project aims to provide insights into fixed per token costs from different providers, aiding in decision-making for model deployment.

GuideLLM is a powerful tool for evaluating and optimizing the deployment of large language models (LLMs). By simulating real-world inference workloads, GuideLLM helps users gauge the performance, resource needs, and cost implications of deploying LLMs on various hardware configurations. This approach ensures efficient, scalable, and cost-effective LLM inference serving while maintaining high service quality. Key features include performance evaluation, resource optimization, cost estimation, and scalability testing.

TriForce is a training-free tool designed to accelerate long sequence generation. It supports long-context Llama models and offers both on-chip and offloading capabilities. Users can achieve a 2.2x speedup on a single A100 GPU. TriForce also provides options for offloading with tensor parallelism or without it, catering to different hardware configurations. The tool includes a baseline for comparison and is optimized for performance on RTX 4090 GPUs. Users can cite the associated paper if they find TriForce useful for their projects.

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.

LoRAX is a framework that allows users to serve thousands of fine-tuned models on a single GPU, dramatically reducing the cost of serving without compromising on throughput or latency. It features dynamic adapter loading, heterogeneous continuous batching, adapter exchange scheduling, optimized inference, and is ready for production with prebuilt Docker images, Helm charts for Kubernetes, Prometheus metrics, and distributed tracing with Open Telemetry. LoRAX supports a number of Large Language Models as the base model including Llama, Mistral, and Qwen, and any of the linear layers in the model can be adapted via LoRA and loaded in LoRAX.

Awesome-LLM is a curated list of resources related to large language models, focusing on papers, projects, frameworks, tools, tutorials, courses, opinions, and other useful resources in the field. It covers trending LLM projects, milestone papers, other papers, open LLM projects, LLM training frameworks, LLM evaluation frameworks, tools for deploying LLM, prompting libraries & tools, tutorials, courses, books, and opinions. The repository provides a comprehensive overview of the latest advancements and resources in the field of large language models.

Qwen-TensorRT-LLM is a project developed for the NVIDIA TensorRT Hackathon 2023, focusing on accelerating inference for the Qwen-7B-Chat model using TRT-LLM. The project offers various functionalities such as FP16/BF16 support, INT8 and INT4 quantization options, Tensor Parallel for multi-GPU parallelism, web demo setup with gradio, Triton API deployment for maximum throughput/concurrency, fastapi integration for openai requests, CLI interaction, and langchain support. It supports models like qwen2, qwen, and qwen-vl for both base and chat models. The project also provides tutorials on Bilibili and blogs for adapting Qwen models in NVIDIA TensorRT-LLM, along with hardware requirements and quick start guides for different model types and quantization methods.

MSCCL++ is a GPU-driven communication stack for scalable AI applications. It provides a highly efficient and customizable communication stack for distributed GPU applications. MSCCL++ redefines inter-GPU communication interfaces, delivering a highly efficient and customizable communication stack for distributed GPU applications. Its design is specifically tailored to accommodate diverse performance optimization scenarios often encountered in state-of-the-art AI applications. MSCCL++ provides communication abstractions at the lowest level close to hardware and at the highest level close to application API. The lowest level of abstraction is ultra light weight which enables a user to implement logics of data movement for a collective operation such as AllReduce inside a GPU kernel extremely efficiently without worrying about memory ordering of different ops. The modularity of MSCCL++ enables a user to construct the building blocks of MSCCL++ in a high level abstraction in Python and feed them to a CUDA kernel in order to facilitate the user's productivity. MSCCL++ provides fine-grained synchronous and asynchronous 0-copy 1-sided abstracts for communication primitives such as `put()`, `get()`, `signal()`, `flush()`, and `wait()`. The 1-sided abstractions allows a user to asynchronously `put()` their data on the remote GPU as soon as it is ready without requiring the remote side to issue any receive instruction. This enables users to easily implement flexible communication logics, such as overlapping communication with computation, or implementing customized collective communication algorithms without worrying about potential deadlocks. Additionally, the 0-copy capability enables MSCCL++ to directly transfer data between user's buffers without using intermediate internal buffers which saves GPU bandwidth and memory capacity. MSCCL++ provides consistent abstractions regardless of the location of the remote GPU (either on the local node or on a remote node) or the underlying link (either NVLink/xGMI or InfiniBand). This simplifies the code for inter-GPU communication, which is often complex due to memory ordering of GPU/CPU read/writes and therefore, is error-prone.

Firefly is an open-source large model training project that supports pre-training, fine-tuning, and DPO of mainstream large models. It includes models like Llama3, Gemma, Qwen1.5, MiniCPM, Llama, InternLM, Baichuan, ChatGLM, Yi, Deepseek, Qwen, Orion, Ziya, Xverse, Mistral, Mixtral-8x7B, Zephyr, Vicuna, Bloom, etc. The project supports full-parameter training, LoRA, QLoRA efficient training, and various tasks such as pre-training, SFT, and DPO. Suitable for users with limited training resources, QLoRA is recommended for fine-tuning instructions. The project has achieved good results on the Open LLM Leaderboard with QLoRA training process validation. The latest version has significant updates and adaptations for different chat model templates.

A curated list of Generative AI projects, tools, artworks, and models

Ludwig is a declarative deep learning framework designed for scale and efficiency. It is a low-code framework that allows users to build custom AI models like LLMs and other deep neural networks with ease. Ludwig offers features such as optimized scale and efficiency, expert level control, modularity, and extensibility. It is engineered for production with prebuilt Docker containers, support for running with Ray on Kubernetes, and the ability to export models to Torchscript and Triton. Ludwig is hosted by the Linux Foundation AI & Data.

The Multiversal Prediction Matrix (MPM) leverages the speculative nature of multiverse theories to create a predictive framework. By simulating parallel universes with varied parameters, MPM explores a multitude of potential outcomes for different events and phenomena.

Professional Resume & CV Assistant 📝 Optimize for ATS 🤖 Tailor to Job Descriptions 🎯 Compelling Content ✨ Interview Tips 💡

Professional Resume & CV Assistant 📝 Optimize for ATS 🤖 Tailor to Job Descriptions 🎯 Compelling Content ✨ Interview Tips 💡

I assist in creating SVG stencils for laser cutting.

I will create a blog post optimized for search engines on any topic and in any language.

Creates serial fiction episodes for digital platforms, optimizing for episodic cliffhangers and reader engagement.

tiktokやyoutube,インスタのリール用のshort動画を作成します

Ich erstelle virale, SEO-optimierte Schlagzeilen für jedes Fokus-Keyword.

Expert in crafting optimal Etsy product titles and descriptions, specializing in SEO, marketing, and e-commerce strategies.

Friendly, professional GPT turning notes into marketing blogs, in Korean.

Efficiently crafts detailed blog posts

优化笔记内容，使其更有用、易读

Optimize your pricing for peak market performance and profitability. Seamlessly navigate ecommerce challenges with expert, data-driven pricing strategies. 📈💹

A variety of business pricing tools and strategies! Optimize your price strategy and tactics with AI-driven insights. Critical pricing tools for businesses of all sizes looking to strategically navigate the market.

This GPT roasts, then re-writes your cold email to optimize it for more replies

Create, Fix, and Optimize DAX for Power BI

Analyse & visualise semantic networks entities and attributes for content creation.

Guides on optimizing websites for international audiences

Optimizes stories for specific social media platforms.

SEO Expert for Creating Detailed SILO Structures