Best AI tools for< Calculate Gpu Offload >

The Cat Years Calculator is an AI application that accurately calculates a cat's age in human years based on advanced veterinary research. It offers both traditional and scientific age calculations, considering factors like breed, gender, neutered status, weight, and health. The tool provides valuable insights into understanding how cats age and helps cat owners better care for their feline companions.

GPT Calculator is a free tool that helps you calculate the token count and cost of your GPT prompts. You can also use the API to integrate the calculator into your own applications. GPT Calculator is a valuable tool for anyone who uses GPT-3 or other large language models.

The LLM Token Counter is a sophisticated tool designed to help users effectively manage token limits for various Language Models (LLMs) like GPT-3.5, GPT-4, Claude-3, Llama-3, and more. It utilizes Transformers.js, a JavaScript implementation of the Hugging Face Transformers library, to calculate token counts client-side. The tool ensures data privacy by not transmitting prompts to external servers.

Token Counter is an AI tool designed to convert text input into tokens for various AI models. It helps users accurately determine the token count and associated costs when working with AI models. By providing insights into tokenization strategies and cost structures, Token Counter streamlines the process of utilizing advanced technologies.

Blue Dot is a leading AI tax compliance platform that offers solutions for global tax management and VAT recovery. The platform provides a comprehensive view of employee-driven transactions, ensuring tax compliance and reducing vulnerabilities. Blue Dot's technology leverages AI and ML to optimize VAT outcomes and automate the review process for taxable employee benefits. The platform is fully integrated with expense management systems, helping organizations streamline compliance efforts and improve data integrity.

UpCodes is a searchable platform that provides access to building codes, assemblies, and building products libraries. It offers a comprehensive database of regulations and standards for construction projects, enabling users to easily search and reference relevant information. With UpCodes, architects, engineers, contractors, and other industry professionals can streamline their workflow, ensure compliance with codes, and enhance the quality of their designs. The platform is designed to simplify the process of accessing and interpreting building codes, saving time and reducing errors in construction projects.

Polar is an AI-powered analytics platform designed for Shopify stores and brands, offering centralized and smart solutions for data tracking, attribution, and reporting. With features like first-party attribution, Conversion API (CAPI) enhancer, and AI assistant, Polar helps businesses optimize customer acquisition, increase retention, and improve merchandising. The platform is ideal for Ecommerce, DTC, omnichannel brands, enterprises, and agencies, providing comprehensive insights and tools to drive profitability and marketing strategies.

FoodIntake is an AI-powered food tracking app that helps users make healthier food choices. It features a large database of branded foods, AI food analysis, and personalized nutrition recommendations. The app is easy to use and provides users with a comprehensive view of their diet, including calorie and nutrient intake, macronutrient distribution, and food processing levels.

Thatch is a modern health benefits platform that offers a personalized healthcare experience to employees using an ICHRA. It provides a flexible and affordable way for companies to offer healthcare benefits by allowing them to set a budget and empower team members to choose their preferred healthcare options. Thatch simplifies benefits administration, helps in budgeting, and offers a Thatch Visa debit card for easy payment of healthcare costs. The platform works with all payroll providers and insurance plans, making it a convenient solution for companies of all sizes.

TheToolBus.ai is an AI-powered platform offering a wide range of free digital tools to streamline various tasks. From age calculation to file conversion, image editing, text formatting, and more, users can access a diverse set of tools to enhance productivity and efficiency in their daily digital activities. The platform also features AI-generated content creation tools, such as cover letter generator, quiz generator, and text-to-emoji converter, catering to different user needs. With regular updates and a community-driven approach, TheToolBus.ai aims to provide users with innovative solutions to simplify their digital workflows.

The Excel Formula Generator is an AI-driven tool that simplifies the process of creating and understanding Excel formulas. It helps users convert text instructions into formulas or input existing formulas to have them explained. The tool also offers capabilities for data analysis, data visualization, and advanced data models, making it valuable for entry-level professionals in various industries.

Deferred.com is a free AI tool designed to assist users with 1031 exchanges, a tax-deferral strategy in real estate investment. The platform offers a range of resources, including an exchange calculator, expert answers, and matching with 1031 professionals. Users can optimize tax savings, find the right intermediary, and access essential reading materials on tax deferral and exchange rules. With a focus on simplifying the complex process of 1031 exchanges, Deferred.com aims to empower real estate investors to make informed decisions and maximize their financial benefits.

SvahaMe.ai is an AI-powered platform that offers Vedic Astrology services, providing interpretations based on the positions of planets during one's birth. It aims to make Vedic Astrology easily understandable and accessible, utilizing artificial intelligence to analyze over 20 Vedic charts for a comprehensive astrological profile. The platform also features an auspicious name generator and tools to explore celestial energies and cosmic identities. SvahaMe.ai emphasizes privacy and ethical standards, ensuring user data confidentiality.

My Dog Years is an AI-powered calculator that accurately converts between human years and dog years. The tool considers breed-specific characteristics and provides precise age comparisons based on DNA research and scientific studies. Users can easily determine their age in dog years or their dog's age in human years with the help of this innovative tool.

The Dog Age Calculator is an AI-powered tool that accurately converts a dog's age into human years based on advanced scientific research and breed-specific data. It considers factors such as DNA methylation research, genetic factors, breed-specific aging patterns, individual health characteristics, and environmental influences on aging to provide precise results. The tool offers a comparison between the scientific research method and the traditional method of age calculation, highlighting the limitations of the latter. Users can easily calculate their dog's age in human years and receive care recommendations based on their life stage.

The Human Years to Dog Years Calculator is a fun and professional tool that accurately converts human age to dog years based on AI and scientific research. It considers breed-specific characteristics to provide precise age comparisons, continuously updated with the latest research data. Users can select their birth date and dog breed to discover their equivalent age in the dog world, gaining insights into different life stages and growth patterns across breeds.

MathGPT is an AI math solver and calculator that provides users with the ability to solve various mathematical problems, including calculations, derivatives, and integrations. It also offers a question notebook feature and AI tutoring capabilities. Users can input mathematical expressions and equations, and MathGPT will provide step-by-step solutions and answers. The tool supports a wide range of mathematical functions and constants, making it a versatile and efficient tool for students, educators, and anyone needing assistance with math problems.

Feedough.com is a comprehensive platform for entrepreneurs, startup founders, and small business owners, offering a wide range of articles, guides, resources, and reviews covering various aspects of entrepreneurship. From startups, marketing, and finance to operations and technology, Feedough provides easy-to-understand content to help users make informed decisions and grow their businesses. The website aims to support the startup community by providing valuable insights and knowledge on startups and AI.

Peak is a game-changing AI platform designed to optimize product inventory and pricing for businesses of all sizes. It offers unique AI solutions tailored to each business, transforming decision-making processes and driving competitive advantage. With a focus on inventory intelligence, pricing intelligence, and AI performance guarantee, Peak aims to accelerate growth, widen margins, and increase profits for its users.

AI Teller is an online AI fortune-telling website that provides intelligent services based on ChatGPT technology. It supports AI fortune teller, AI Vedic astrology calculator, and AI Chinese BAZI calculator. AI Teller utilizes AI technology to provide creative calculation results and allows users to engage in a magical AI conversation. It is a one-stop calculation platform that provides comprehensive services, including fortune telling, destiny calculation, Vedic astrology, and divination calculations.

LLM Calculator is a script that estimates the memory requirements and performance of Hugging Face models based on quantization levels. It fetches model parameters, calculates required memory, and analyzes performance with different RAM/VRAM configurations. The tool supports Windows and Linux, AMD, Intel, and Nvidia GPUs. Users can input a Hugging Face model ID to get its parameter count and analyze memory requirements for various quantization schemes. The tool provides estimates for GPU offload percentage and throughput in tk/s. It requires dependencies like python, uv, pciutils for AMD + Linux, and drivers for Nvidia. The tool is designed for rough estimates and may not work with MultiGPU setups.

rwkv.cpp is a port of BlinkDL/RWKV-LM to ggerganov/ggml, supporting FP32, FP16, and quantized INT4, INT5, and INT8 inference. It focuses on CPU but also supports cuBLAS. The project provides a C library rwkv.h and a Python wrapper. RWKV is a large language model architecture with models like RWKV v5 and v6. It requires only state from the previous step for calculations, making it CPU-friendly on large context lengths. Users are advised to test all available formats for perplexity and latency on a representative dataset before serious use.

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.

Easy-Translate is a script designed for translating large text files with a single command. It supports various models like M2M100, NLLB200, SeamlessM4T, LLaMA, and Bloom. The tool is beginner-friendly and offers seamless and customizable features for advanced users. It allows acceleration on CPU, multi-CPU, GPU, multi-GPU, and TPU, with support for different precisions and decoding strategies. Easy-Translate also provides an evaluation script for translations. Built on HuggingFace's Transformers and Accelerate library, it supports prompt usage and loading huge models efficiently.

GPTQModel is an easy-to-use LLM quantization and inference toolkit based on the GPTQ algorithm. It provides support for weight-only quantization and offers features such as dynamic per layer/module flexible quantization, sharding support, and auto-heal quantization errors. The toolkit aims to ensure inference compatibility with HF Transformers, vLLM, and SGLang. It offers various model supports, faster quant inference, better quality quants, and security features like hash check of model weights. GPTQModel also focuses on faster quantization, improved quant quality as measured by PPL, and backports bug fixes from AutoGPTQ.

Easy, fast, and cheap pretrain, finetune, serving for everyone

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.

llama-zip is a command-line utility for lossless text compression and decompression. It leverages a user-provided large language model (LLM) as the probabilistic model for an arithmetic coder, achieving high compression ratios for structured or natural language text. The tool is not limited by the LLM's maximum context length and can handle arbitrarily long input text. However, the speed of compression and decompression is limited by the LLM's inference speed.

Awesome LLM compression research papers and tools to accelerate LLM training and inference.

CogAgent is an advanced intelligent agent model designed for automating operations on graphical interfaces across various computing devices. It supports platforms like Windows, macOS, and Android, enabling users to issue commands, capture device screenshots, and perform automated operations. The model requires a minimum of 29GB of GPU memory for inference at BF16 precision and offers capabilities for executing tasks like sending Christmas greetings and sending emails. Users can interact with the model by providing task descriptions, platform specifications, and desired output formats.

A web-based calculator to estimate hardware requirements for running Large Language Models (LLMs) in inference mode. This tool helps determine VRAM and system RAM needed for different LLM configurations. It calculates VRAM requirements based on model size, quantization method, context length, and KV cache settings. It provides estimates for required VRAM, minimum system RAM, on-disk model size, and number of GPUs needed. The project uses React, TypeScript, and Vite. Docker support is available with instructions provided. The tool provides approximations for calculations, includes overhead for KV cache, and assumes certain percentages for unified memory and discrete GPU calculations.

Wllama is a WebAssembly binding for llama.cpp, a high-performance and lightweight language model library. It enables you to run inference directly on the browser without the need for a backend or GPU. Wllama provides both high-level and low-level APIs, allowing you to perform various tasks such as completions, embeddings, tokenization, and more. It also supports model splitting, enabling you to load large models in parallel for faster download. With its Typescript support and pre-built npm package, Wllama is easy to integrate into your React Typescript projects.

The Ramalama project simplifies working with AI by utilizing OCI containers. It automatically detects GPU support, pulls necessary software in a container, and runs AI models. Users can list, pull, run, and serve models easily. The tool aims to support various GPUs and platforms in the future, making AI setup hassle-free.

The RAG ChatBot project combines Lama.cpp, Chroma, and Streamlit to build a Conversation-aware Chatbot and a Retrieval-augmented generation (RAG) ChatBot. The RAG Chatbot works by taking a collection of Markdown files as input and provides answers based on the context provided by those files. It utilizes a Memory Builder component to load Markdown pages, divide them into sections, calculate embeddings, and save them in an embedding database. The chatbot retrieves relevant sections from the database, rewrites questions for optimal retrieval, and generates answers using a local language model. It also remembers previous interactions for more accurate responses. Various strategies are implemented to deal with context overflows, including creating and refining context, hierarchical summarization, and async hierarchical summarization.

PURE (Process-sUpervised Reinforcement lEarning) is a framework that trains a Process Reward Model (PRM) on a dataset and fine-tunes a language model to achieve state-of-the-art mathematical reasoning capabilities. It uses a novel credit assignment method to calculate return and supports multiple reward types. The final model outperforms existing methods with minimal RL data or compute resources, achieving high accuracy on various benchmarks. The tool addresses reward hacking issues and aims to enhance long-range decision-making and reasoning tasks using large language models.

The 'create-million-parameter-llm-from-scratch' repository provides a detailed guide on creating a Large Language Model (LLM) with 2.3 million parameters from scratch. The blog replicates the LLaMA approach, incorporating concepts like RMSNorm for pre-normalization, SwiGLU activation function, and Rotary Embeddings. The model is trained on a basic dataset to demonstrate the ease of creating a million-parameter LLM without the need for a high-end GPU.

Let's calculate the carbon footprint of your building!

Calculate the results of your A/B test and check whether the result is statistically significant or due to chance.

Calculate aspect ratio from width & height

I help simplify and realistically calculate how much house you can buy. Real Estate , Personal Finance, Mortgages, & more.

Attach transaction reports from exchanges to calculate capital gains. It will even generate a file you can upload to turbo tax.

Effortlessly calculate your tip and total bill with TipCheck Calculator Pro. Simply scan your restaurant or bar receipt, and get instant suggested tip amounts with an accurate breakdown of your total payment. No more guesswork.

Calculate website worth by analyzing monthly revenue, using industry-standard valuation methods to provide approximate, informative value estimates.

I calculate current values of precious metals like gold and silver.

I calculate and recommend tire chain sizes based on your tire specs.

I help calculate and reduce your personal environmental footprint.

I'm an Environmental Impact Analyzer, here to calculate and reduce your carbon footprint.

I am The EthiSizer GPT, a sim of a Global Ethical Governor. I simulate Ethical Scenarios, & calculate Personal Ethics Scores.

This GPT will guide you through an anxiety questionnaire and calculate your total score.

by Medicinex.tech: Simply snap a photo of your meals or nutrition label, and AI will calculate the calories and nutrients in your food and track progress.

A GST rate calculator for goods and services, using provided documents for accuracy.

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Calcola e impara come si fanno i calcoli

Thoracolumbar Injury Classification and Severity (TLICS) system calculator

Calculates division remainders, emphasizing Euclidean division principles.

Calculates crypto earnings for Ghosts of Tabor based on GPUs and Intel room level