Best AI tools for< Set Performance Benchmarks >

Lunary is an AI developer platform designed to bring AI applications to production. It offers a comprehensive set of tools to manage, improve, and protect LLM apps. With features like Logs, Metrics, Prompts, Evaluations, and Threads, Lunary empowers users to monitor and optimize their AI agents effectively. The platform supports tasks such as tracing errors, labeling data for fine-tuning, optimizing costs, running benchmarks, and testing open-source models. Lunary also facilitates collaboration with non-technical teammates through features like A/B testing, versioning, and clean source-code management.

Particl is an AI-powered platform that automates competitor intelligence for modern retail businesses. It provides real-time sales, pricing, and sentiment data across various e-commerce channels. Particl's AI technology tracks sales, inventory, pricing, assortment, and sentiment to help users quickly identify profitable opportunities in the market. The platform offers features such as benchmarking performance, automated e-commerce intelligence, competitor research, product research, assortment analysis, and promotions monitoring. With easy-to-use tools and robust AI capabilities, Particl aims to elevate team workflows and capabilities in strategic planning, product launches, and market analysis.

Peoplelogic is a suite of AI-enabled people and performance tools that helps businesses grow their people, cultivate better leaders, and increase business efficiency. The platform includes tools for driving strategic alignment, making data-driven people decisions, and building a culture of high performance and trust. Peoplelogic is used by over 1,200 organizations to improve employee engagement, reduce burnout, and optimize their people, process, and technology.

Neural Concept is an end-to-end platform for high-performance engineering teams, powered by a leading proprietary 3D AI core. It accelerates product development and innovation with industry-leading 3D deep-learning and simulation capabilities. The platform works with various CAE and CAD softwares, offering 3D visual feedback, collaborative environment, and LLM guidance to boost engineers' impact. Neural Concept is used by engineering companies to design and deliver better products faster, bringing AI-designed products to market up to 75% faster.

Betterworks is an intelligent performance management platform that simplifies performance management, fosters greater manager effectiveness, higher employee engagement, and intelligent decision-making for HR leaders and organizations. It offers features such as AI for HR analytics & insights, integrations, accessibility, security, and manager effectiveness. Betterworks is designed to help organizations align their workforce around strategic priorities, drive collaboration, and continuously improve performance.

Lattice is an AI-powered people platform designed to help companies achieve operational excellence by transforming company leaders and HR teams into stewards of high performance, data-driven decision making, and meaningful work for every employee. It offers features such as team analytics, 1:1 meetings with auto-suggested agendas, engagement surveys, OKRs & goals tracking, and AI-enhancements. Lattice simplifies HR operations, reduces administrative time, and enables better data-driven decisions based on real-time insights on workforce performance and engagement.

HowsThisGoing is an AI-powered application designed to streamline team communication and productivity by enabling users to set up standups in Slack within seconds. The platform offers features such as automatic standups, AI summaries, custom tests, analytics & reporting, and workflow scheduling. Users can easily create workflows, generate AI reports, and track team performance efficiently. HowsThisGoing provides unlimited benefits at a flat price, making it a cost-effective solution for teams of all sizes.

Thriendly is an AI-powered platform designed to help users become influencers on social media platforms like Threads, BlueSky, and X. It offers a range of features such as AI Comment Replys, Viral Thread Hooks, Long Post Generator templates, Threads Scheduler, and more to facilitate growth and monetization. Thriendly aims to simplify content creation, increase engagement, and boost followers through AI-driven tools and templates.

Atom.com is a website that utilizes Cloudflare's security service to protect itself from online attacks. Users may encounter a block when attempting to access the site due to triggering the security solution. In such cases, users are advised to contact the site owner and provide details of the incident. Cloudflare Ray ID is used to identify the specific block trigger. The website focuses on ensuring performance and security for its visitors.

Smarter Sales is a sales call data management and automation tool that helps businesses streamline their sales processes, improve performance metrics, and save time. It integrates with popular video conferencing platforms like Zoom, Teams, and Meets to automatically pull call recordings for analysis. The tool also automates CRM data entry, providing instant, personalized feedback post-call. Managers can access detailed performance dashboards and summarized email reports to make data-driven coaching decisions. Smarter Sales is fully customizable, allowing businesses to set their own CRM data preferences and extract specific data from each call. The tool also offers personalized AI learning materials and stunning chart creation capabilities to help businesses better understand their sales data and improve their sales strategies.

Glencoco is a tech-enabled sales marketplace that empowers businesses to become fractional sales representatives. The platform offers AI-enabled SDRs on a pay-for-performance basis, helping businesses grow their pipeline by finding the right prospects and maximizing ROI. Glencoco provides insights on prospect responses, integrates dialing and email solutions, and allows users to set up campaigns, select sales development reps, and optimize results. The platform combines human contractors with AI workflows to deliver successful outbound sales motions effortlessly.

Athletica AI is an AI-powered athletic training and personalized fitness application that offers tailored coaching and training plans for various sports like cycling, running, duathlon, triathlon, and rowing. It adapts to individual fitness levels, abilities, and availability, providing daily step-by-step training plans and comprehensive session analyses. Athletica AI integrates seamlessly with workout data from platforms like Garmin, Strava, and Concept 2 to craft personalized training plans and workouts. The application aims to help athletes train smarter, not harder, by leveraging the power of AI to optimize performance and achieve fitness goals.

Waveapp.ai is an AI-powered tool that offers custom branded short link domains. It allows users to create their own branded short links for easy sharing and tracking. With Waveapp.ai, users can set up redirects for their main domains, enhancing their online presence and branding. The tool provides a seamless and efficient way to manage and optimize link sharing strategies.

Bhavv is India's first and most powerful AI platform for Nifty and Bank Nifty Options buying. The platform offers automated trade management, personalized risk management, integrated stop loss, and a user-friendly interface. Bhavv's AI algorithms continuously analyze market data to create and manage a diversified trading portfolio tailored to individual goals and risk tolerance. The platform aims to revolutionize trading by simplifying the process and making it more accessible and enjoyable for traders.

Tricentis is an AI-powered testing tool that offers a comprehensive set of test automation capabilities to address various testing challenges. It provides end-to-end test automation solutions for a wide range of applications, including Salesforce, mobile testing, performance testing, and data integrity testing. Tricentis leverages advanced ML technologies to enable faster and smarter testing, ensuring quality at speed with reduced risk, time, and costs. The platform also offers continuous performance testing, change and data intelligence, and model-based, codeless test automation for mobile applications.

Localo is an AI-powered local SEO tool and software designed to enhance the visibility and rankings of businesses on Google. It offers a comprehensive set of features such as position tracking, task management, monitoring, audit, publication platform, statistics, citations, and more. With AI-driven tasks and tools, Localo helps businesses attract new customers in their area and improve their online presence. The tool is suitable for various industries and functions, providing specialized solutions to improve business profiles and online visibility.

Opentools.ai is an AI-powered platform that offers custom branded short link domains for users. The platform allows users to create their own branded short links for easy sharing and tracking. With Opentools.ai, users can set up redirects for their main domains, enhancing their online presence and brand visibility. The platform provides a user-friendly interface and advanced AI algorithms to streamline the process of creating and managing short links.

The website is a platform that provides web server hosting services. It helps users set up and manage their web servers efficiently. Users can easily deploy their websites and applications on the server, ensuring a seamless online presence. The platform offers a user-friendly interface and reliable hosting solutions to meet various needs.

Visual Studio is an integrated development environment (IDE) and code editor designed for software developers and teams. It offers a comprehensive set of tools and features to enhance every stage of software development, including code editing, debugging, building, and publishing applications. Visual Studio also includes compilers, code completion tools, graphical designers, and AI-powered coding assistance through GitHub Copilot integration.

iWishAI is an AI-powered sales enablement platform designed to help Sales Development Representatives (SDRs) and Business Development Representatives (BDRs) improve their sales skills and performance. The platform offers features such as AI-powered sales role-play, AI feedback, power dialer, email generator, and more to enhance sales conversations and increase productivity. With iWishAI, sales teams can practice realistic scenarios, receive constructive feedback, handle objections effectively, and run hyper-targeted email campaigns at scale.

This project provides a comprehensive guide to fine-tuning large language models (LLMs) with efficient methods like LoRA and P-tuning V2. It includes detailed instructions, code examples, and performance benchmarks for various LLMs and fine-tuning techniques. The guide also covers data preparation, evaluation, prediction, and running inference on CPU environments. By leveraging this guide, users can effectively fine-tune LLMs for specific tasks and applications.

This repository provides a demonstration of running a native Large Language Model (LLM) on Android devices. It supports various models such as Qwen2.5-Instruct, MiniCPM-DPO/SFT, Yuan2.0, Gemma2-it, StableLM2-Chat/Zephyr, and Phi3.5-mini-instruct. The demo models are optimized for extreme execution speed after being converted from HuggingFace or ModelScope. Users can download the demo models from the provided drive link, place them in the assets folder, and follow specific instructions for decompression and model export. The repository also includes information on quantization methods and performance benchmarks for different models on various devices.

This repository contains a library for constraining LLM generation to structured output, enforcing a JSON schema for precise data types and property names. It includes an acceptor/state machine framework, JSON acceptor, and JSON schema acceptor for guiding decoding in LLMs. The library provides reference implementations using Apple's MLX library and examples for function calling tasks. The tool aims to improve LLM output quality by ensuring adherence to a schema, reducing unnecessary output, and enhancing performance through pre-emptive decoding. Evaluations show performance benchmarks and comparisons with and without schema constraints.

Long-Context-Attention (YunChang) is a unified sequence parallel approach that combines the strengths of DeepSpeed-Ulysses-Attention and Ring-Attention to provide a versatile and high-performance solution for long context LLM model training and inference. It addresses the limitations of both methods by offering no limitation on the number of heads, compatibility with advanced parallel strategies, and enhanced performance benchmarks. The tool is verified in Megatron-LM and offers best practices for 4D parallelism, making it suitable for various attention mechanisms and parallel computing advancements.

Marlin is a highly optimized FP16xINT4 matmul kernel designed for large language model (LLM) inference, offering close to ideal speedups up to batchsizes of 16-32 tokens. It is suitable for larger-scale serving, speculative decoding, and advanced multi-inference schemes like CoT-Majority. Marlin achieves optimal performance by utilizing various techniques and optimizations to fully leverage GPU resources, ensuring efficient computation and memory management.

Holohub is a central repository for the NVIDIA Holoscan AI sensor processing community to share reference applications, operators, tutorials, and benchmarks. It includes example applications, community components, package configurations, and tutorials. Users and developers of the Holoscan platform are invited to reuse and contribute to this repository. The repository provides detailed instructions on prerequisites, building, running applications, contributing, and glossary terms. It also offers a searchable catalog of available components on the Holoscan SDK User Guide website.

FalkorDB is the first queryable Property Graph database to use sparse matrices to represent the adjacency matrix in graphs and linear algebra to query the graph. Primary features: * Adopting the Property Graph Model * Nodes (vertices) and Relationships (edges) that may have attributes * Nodes can have multiple labels * Relationships have a relationship type * Graphs represented as sparse adjacency matrices * OpenCypher with proprietary extensions as a query language * Queries are translated into linear algebra expressions

LakeSoul is a cloud-native Lakehouse framework that supports scalable metadata management, ACID transactions, efficient and flexible upsert operation, schema evolution, and unified streaming & batch processing. It supports multiple computing engines like Spark, Flink, Presto, and PyTorch, and computing modes such as batch, stream, MPP, and AI. LakeSoul scales metadata management and achieves ACID control by using PostgreSQL. It provides features like automatic compaction, table lifecycle maintenance, redundant data cleaning, and permission isolation for metadata.

This repository is a curated list of awesome large AI models in audio signal processing, focusing on the application of large language models to audio tasks. It includes survey papers, popular large audio models, automatic speech recognition, neural speech synthesis, speech translation, other speech applications, large audio models in music, and audio datasets. The repository aims to provide a comprehensive overview of recent advancements and challenges in applying large language models to audio signal processing, showcasing the efficacy of transformer-based architectures in various audio tasks.

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.

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

Nexa SDK is a comprehensive toolkit supporting ONNX and GGML models for text generation, image generation, vision-language models (VLM), and text-to-speech (TTS) capabilities. It offers an OpenAI-compatible API server with JSON schema mode and streaming support, along with a user-friendly Streamlit UI. Users can run Nexa SDK on any device with Python environment, with GPU acceleration supported. The toolkit provides model support, conversion engine, inference engine for various tasks, and differentiating features from other tools.

TableLLM is a large language model designed for efficient tabular data manipulation tasks in real office scenarios. It can generate code solutions or direct text answers for tasks like insert, delete, update, query, merge, and chart operations on tables embedded in spreadsheets or documents. The model has been fine-tuned based on CodeLlama-7B and 13B, offering two scales: TableLLM-7B and TableLLM-13B. Evaluation results show its performance on benchmarks like WikiSQL, Spider, and self-created table operation benchmark. Users can use TableLLM for code and text generation tasks on tabular data.

CodeGeeX4-ALL-9B is an open-source multilingual code generation model based on GLM-4-9B, offering enhanced code generation capabilities. It supports functions like code completion, code interpreter, web search, function call, and repository-level code Q&A. The model has competitive performance on benchmarks like BigCodeBench and NaturalCodeBench, outperforming larger models in terms of speed and performance.

Prometheus-Eval is a repository dedicated to evaluating large language models (LLMs) in generation tasks. It provides state-of-the-art language models like Prometheus 2 (7B & 8x7B) for assessing in pairwise ranking formats and achieving high correlation scores with benchmarks. The repository includes tools for training, evaluating, and using these models, along with scripts for fine-tuning on custom datasets. Prometheus aims to address issues like fairness, controllability, and affordability in evaluations by simulating human judgments and proprietary LM-based assessments.

Devon is an open-source pair programmer tool designed to facilitate collaborative coding sessions. It provides features such as multi-file editing, codebase exploration, test writing, bug fixing, and architecture exploration. The tool supports Anthropic, OpenAI, and Groq APIs, with plans to add more models in the future. Devon is community-driven, with ongoing development goals including multi-model support, plugin system for tool builders, self-hostable Electron app, and setting SOTA on SWE-bench Lite. Users can contribute to the project by developing core functionality, conducting research on agent performance, providing feedback, and testing the tool.

Lilypad enables users to run containerised AI workloads easily in a decentralized GPU network. Users can get paid to connect their compute nodes to the network and run container jobs. It provides access to run jobs such as Stable Diffusion XL and cutting edge open source LLMs both on chain, from CLI, and via Lilypad AI Studio on the web.

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. |  |

Ensures software performance meets organizational standards and expectations.

A career coach aiding in writing self-evaluations.

Own Your Leading & Lagging Indicators: Specializes in developing tailored business metrics, such as OKRs, Balanced Scorecards and Business Process RACI Matrix, to optimize performance and strategy execution. (v1.4)

I will create a quality data set for a personality AI, just dive into each module by saying the name of it and do so for all the modules. If you find it useful, share it to your friends

Guides on KRAs & KPIs setup

Advanced tool for crafting impactful employee reviews.

Guides in creating a Work Contribution Record Table.

Interactive system for detailed self-evaluations in PDF format.

Your AI network guru for setup and fixing connectivity woes! 🌐 Assists with network configurations, troubleshooting, and optimizes your internet experience. 💻✨

Friendly yet professional OKR guide.

Guiding you from ambiguous ideas through structured and effective OKRs (Objectives and Key Results)

A comprehensive mental strength coach for athletes.

小天才帮你优化OKR

Facilitate reflective self-exploration of 2023

Your go-to assistant for integrating EOS (Entrepreneurial Operating System) principles into personal life. Offers expert guidance on utilizing the core EOS tools to drive personal growth and provides structured support for running your own personal annual, quarterly, and weekly L10 meetings.

Encourages with positive, practical OKR guidance

Detailed email setup, then concise email crafting.

Bonjour ! Je suis Coach Courbis, votre entraîneur de football virtuel personnalisé.

Expert in Facebook Meta paid ad campaigns, guiding from setup to optimization.

A WiFi expert discussing technology, networks, and troubleshooting.