Yaseen AI Integrations

Jira is a project management tool that allows you to plan and track the work of your entire team. Atlassian's Jira is the #1 tool for software development teams to plan and build great products. Jira is trusted by thousands of teams. It offers a range of tools to help plan, track, and release world-class software. It also allows you to capture and organize issues, assign work, and follow team activity. It integrates with leading developer software for end-toend traceability. Jira can help you break down big ideas into manageable steps, whether they are small projects or large cross-functional programs. Organize your work, create milestones and dependencies, and more. Linking work to goals allows everyone to see how their work contributes towards company objectives, and to stay aligned with what's important. Your next step, suggested by AI. Atlassian Intelligence automatically suggests tasks to help you get your big ideas done.

Salesforce Sales Cloud is a robust sales force automation platform that enhances the sales process with AI-driven insights and automation. The platform helps businesses streamline their sales operations, offering comprehensive tools for managing leads, opportunities, and customer activities. Sales Cloud enables sales teams to forecast sales in real time, optimize pipeline management, and improve decision-making by leveraging predictive analytics. The platform’s automation features eliminate repetitive tasks, allowing sales reps to focus on high-value activities that drive conversions. Sales Cloud’s integration with Salesforce Einstein and other tools helps users gain deeper insights into customer needs and sales performance, ultimately helping them close deals faster. With customizable dashboards, activity tracking, and reporting, Sales Cloud provides a unified view of sales progress, giving businesses the ability to stay ahead of the competition and optimize revenue growth.

Mailchimp is a widely-used marketing automation platform that houses over 11 million users worldwide. Through the platform's AI-powered insights and content creation tools, businesses can personalize every email and SMS to cater to each customer. With a 99% delivery rate and over 300 integrations, Mailchimp helps businesses stay connected with their customers while promoting repeat business and brand loyalty - all while integrating with users' existing workflows. Some of the notable organizations turning to Mailchimp for assistance in driving revenue through email marketing include TEDTalks, Shutterstock, Boston Market, and Nikon India. What sets this platform apart lies in its user-friendly interface and accessibility for both tech-savvy individuals and those who are not so familiar with technology. Since 2001, Mailchimp has grown significantly to become a prominent global marketing automation platform with offices situated in Atlanta, Brooklyn, Oakland, Vancouver, London, Seattle and Santa Monica. The platform prides itself on delivering an impeccable and personalized user experience. Mailchimp was recently acquired by Intuit Inc. (Nasdaq: INTU), a widely recognized global financial technology platform. Since the acquis

WordPress powers a significant portion of the internet, estimated at 35%. For the ultimate experience, WordPress.com stands out as the premier platform to start creating your website. You can begin your website-building journey today. What opportunities does WordPress.com offer? It equips you with all the necessary tools to craft anything you envision. Its flexibility, robust security features, and powerful capabilities align perfectly with your business aspirations. You can promote your products, leverage advanced analytics and SEO functionalities, and tap into integrated social media audiences to expand your reach. Manage transactions, set up taxes and shipping, and formulate a marketing strategy—while you focus on creating your widgets, we’ll handle the website development for you. Everyone possesses a unique perspective; now is the time to showcase yours using the world’s leading blogging platform. Join a thriving community of millions eager to engage with your insights. With thousands of themes available, you’re sure to find a layout that fits your vision perfectly, and ample storage and design choices allow you to upload your content seamlessly and present your work in the best light possible. The possibilities for your online presence are virtually limitless.

Asana helps teams orchestrate their work—from daily tasks to strategic initiatives. With Asana, teams are more confident, move faster, and accomplish more with less—no matter where they are located or how many different departments are involved. More than 119,000 paying customers and millions of free organizations across 190 countries rely on Asana to manage everything from company objectives to digital transformation to product launches and marketing campaigns. It’s time to move work out of disjointed spreadsheets and email and let teams collaborate and communicate more effectively in one place. With Asana, it doesn't matter how many different teams or departments are coming together on a project, they can share context and assign ownership with tasks, combine related work, share files, get instant updates on tasks and projects and build effective cross-functional workflows. In Asana, you can track the status of initiatives with ease and get an accurate view of how you’re progressing towards goals. Report on project progress in minutes with real-time work reporting to create visibility for teams and stakeholders. Join millions of users getting work done with a free trial.

Welcome to your career network! Discover the perfect job or internship that suits your needs. LinkedIn stands as the largest global social platform tailored for professionals. It links professionals worldwide, enhancing their productivity and success. Boasting over 756 million users globally, including leaders from every Fortune 500 firm, LinkedIn truly is the premier professional network. The organization operates on a varied business model, generating income from Talent Solutions, Marketing Solutions, Sales Solutions, and Premium Subscription offerings. With its headquarters situated in Silicon Valley, LinkedIn maintains a presence in multiple locations around the world, ensuring its services are accessible to a diverse audience. This widespread reach allows it to continually adapt to the evolving demands of the professional landscape.

Create captivating presentations that leave a lasting impression. Effectively convey your ideas through stunning visuals, engaging animations, cinematic effects, as well as 3D models and icons. Utilize advanced technology to effortlessly enhance your presentation with just a few clicks. Share your narrative confidently with personal notes that are only visible to you on each slide. Seamlessly translate your content into any preferred language and take advantage of the integrated accessibility checker to ensure that everyone in your audience can follow along. With Office 365, you can collaborate in real-time with co-authoring features and comments, allowing for valuable input from your team on the presentation. Additionally, store your work in the cloud for effortless sharing and access it anytime, anywhere, from any device. Explore how a fashion entrepreneur and lifestyle blogger leverages PowerPoint as a powerful medium to deliver impactful communication, showcasing its versatility and effectiveness in various contexts. Embrace the tools available to make your presentations not only informative but also visually stunning and engaging.

Emerging startups and established Fortune 500 companies alike, whether in B2B or B2C sectors, are drawn to selling on Amazon for one compelling reason: the platform boasts a staggering 300 million customers shopping across its global stores. When you utilize Fulfillment by Amazon (FBA), you can leave the logistics of shipping, returns, and customer service in our capable hands, but if you prefer to manage shipping independently, that option is also available. You have the flexibility to select from various selling plans, product categories, and fulfillment methods that align perfectly with your business objectives. Amazon operates on four core principles: a focus on customer satisfaction rather than merely competing with others, a drive for innovation, a dedication to operational excellence, and a vision for long-term success. Our aspiration is to become the most customer-centric company on Earth, the best employer, and the safest working environment globally. With features such as customer reviews, 1-Click shopping, tailored recommendations, Prime, and Fulfillment by Amazon, alongside services like AWS, Kindle Direct Publishing, and devices including Fire tablets and Amazon Echo, we continue to innovate. As we expand our offerings, we also uphold initiatives like The Climate Pledge, reinforcing our commitment to sustainability while enhancing the shopping experience for all.

Facebook stands as the biggest social networking platform globally. We develop technologies that enable individuals to engage with their friends and family, discover communities, and expand their businesses. Inspired by the remarkable ways in which people support one another during challenging times, we see examples ranging from fundraising efforts to lifesaving assistance shared in posts or through blood donation sign-ups. The Facebook app simplifies the process of connecting with loved ones and finding new acquaintances, thanks to features such as Groups, Watch, and Marketplace that cater to shared interests. These tools not only foster personal connections but also create opportunities for communal growth and support.

Establish your enterprise today. Your determination drives you forward, and our comprehensive platform guides you on your journey. We provide all the essential ecommerce and point of sale tools necessary to launch, manage, and expand your business effectively. Start by selecting a unique business name, secure a domain, and build your brand effortlessly using our complimentary resources. Utilize our unified platform to reach customers everywhere—whether through your online store, various marketplaces, social media, or directly in-person with point of sale solutions. Simplify your marketing efforts with integrated tools that facilitate the creation, execution, and analysis of campaigns across platforms like Facebook and Google. Stay organized by utilizing a singular dashboard to oversee orders, shipping, and payments from any location. Acquire valuable insights and knowledge that will empower your growth. Enhance your business's capabilities by integrating over 3,200 applications that seamlessly connect with Shopify, ensuring you have everything you need to succeed. With such extensive resources at your disposal, your business will thrive in any environment.

Maximize your productivity with Gmail, which has been enhanced to be more secure, intelligent, and user-friendly—allowing you to efficiently manage your inbox and save valuable time. Easily spot new features and prioritize your reading and responses with convenience. Receive gentle reminders to follow up and reply, ensuring that you never miss an important communication. You can check attachments, respond to invitations, postpone messages, and perform various tasks without needing to open every email. With a powerful filter in place, Gmail prevents 99.9% of harmful emails from reaching your inbox, and you’ll be alerted if anything appears suspicious. This makes your email experience not only safer but also more streamlined than ever before.

We prioritize people and emphasize craftsmanship and simplicity in everything we do. Our teams spark creativity globally, enabling over 1 billion individuals to create and share content. You can download the Instagram logo and other materials for use on your website, store displays, or various marketing efforts. By tapping into the passions of your audience, you can build stronger connections with your brand both online and offline. Share your narrative using distinct creative tools and engaging formats that motivate action. By fostering connections with new customers and enhancing relationships with current ones, you can grow your business effectively. From large corporations to local businesses, companies worldwide are achieving remarkable outcomes with Instagram. Engage with your followers through live streaming or showcase your products during live video sessions. Explore videos from your favorite creators and find fresh content through Instagram Video and Reels. Delve into a world of inspiration with photos and videos from new accounts in the Explore section, where you can also discover brands and small businesses that align with your personal style. Additionally, shopping for products that resonate with your aesthetic has never been easier on Instagram.

Work seamlessly with others while remaining within your document, or quickly jot down thoughts using your digital pen. If you need to share a newsletter or document, you can effortlessly convert your Word file into a webpage. Collaborate with team members from around the world and easily translate your documents into your preferred language with just a click. Unleash your creativity by adding 3D models directly into your work. With Learning Tools, you can listen to your content being read back to you, making it simple to identify and correct errors. Discovering valuable sources has never been easier; utilize Researcher to read articles in the task pane, allowing you to maintain focus on your writing. Additionally, when refining your document, having an overview is beneficial. The Editor Overview Pane allows you to pinpoint and resolve any proofing issues efficiently, ensuring a polished final product. This comprehensive set of tools enhances your writing experience, making collaboration and innovation more accessible than ever.

We hold the conviction that individuals ought to enjoy the freedom to express themselves, exchange thoughts, and engage in meaningful conversations, as we recognize that such creative liberties pave the way for diverse voices, innovative formats, and endless possibilities. Additionally, we assert that access to information should be straightforward and available to all, with video serving as a significant medium for education, enhancing understanding, and capturing global events, whether monumental or subtle. It is our belief that every person deserves an opportunity to gain visibility, establish a business, and achieve success on their own terms, emphasizing that it is the people, rather than gatekeepers, who should determine what resonates widely. Furthermore, we advocate for the ability to connect with supportive communities, dismantle obstacles, and unite across borders based on shared interests and passions. Explore opportunities with YouTube for Business and discover the advantages of YouTube Ads to elevate your brand.

Where teams collaborate to design. Figma allows teams to create, test and ship better designs from beginning to end. Your work will be fast and powerful. Figma is packed with design tools you already love and unique inventions such as the Arc tool or Vector Networks. Figma keeps your ideas flowing. You don't need to stop to save, export, or install. It's what cloud software should do. Animated prototypes make your ideas come to life faster and feel just like the real thing. Get feedback from users and test your ideas earlier and more often. You can share a link to your prototypes or design files and get feedback from others. You can also jump into the same file as your colleagues, no matter where you are located in the world, and co-edit it live. You can create a scalable design system that is easy to manage and accessible for your company. If all designers speak the same language, everyone is more empowered to do their best work.

Excel adapts to your habits, streamlining your data management to enhance efficiency. You can effortlessly generate spreadsheets using either templates or your own designs while applying advanced formulas for calculations. Additionally, the updated charts and graphs allow for engaging presentations of your data, complemented by formatting options, sparklines, and tables that facilitate deeper insights. With just a click, you can easily create forecasts to anticipate future trends. Collaborating with others is simple, ensuring you always work from the most current version of your workbook for real-time updates that expedite productivity. With Office 365, you can access your Excel files seamlessly across mobile, desktop, and web platforms. A remarkable new feature enables you to input data into Excel directly from a photograph; simply capture an image of a printed data table using your Android or iPhone, and the app will convert it into a fully editable table. This innovative image recognition capability removes the tedious task of manual data entry from hardcopy sources, making data entry faster and more convenient. Furthermore, this feature enhances your ability to leverage existing paper documents effectively within your digital workflows.

Google Docs enables you to write, modify, and collaborate on documents from any location at no cost. It enhances your documents with intelligent editing and formatting features that make it simple to style text and paragraphs. You have access to a diverse range of fonts and can incorporate links, images, and drawings seamlessly, all without charge. Select from a multitude of templates for resumes, reports, and other documents that are crafted to improve your work efficiency and simplify your tasks. You can create, access, and modify your documents on any device—be it a phone, tablet, or computer—even in offline mode. As you type, all your edits are automatically saved, and you can also refer to the revision history to track previous versions of your document, organized by date and editor. Plus, this collaborative tool ensures that you never lose your progress, making document management smoother than ever.

X, which was previously called Twitter, ranks among the largest social networking platforms globally. Connect with your passions and discover the discussions that matter to you. Engage with the ongoing dialogue and stay updated on current events around the globe. We hold the belief that meaningful transformation begins with open conversations. Your thoughts are significant here; you are welcomed just as you are. Together, we can take the necessary steps to uphold the integrity of public discourse, prioritizing what is right over what may be convenient. Join us and make your voice heard in this vibrant community.

Collaborate seamlessly on online spreadsheets from any device and in real-time, making teamwork more efficient. Create a definitive reference point for your data with user-friendly sharing and simultaneous editing capabilities. Enhance your workflow by utilizing comments to assign tasks and keep discussions active. Features like Smart Fill and formula recommendations allow for quicker analysis while minimizing mistakes. Quickly gain insights by posing questions about your data using straightforward language. Sheets integrates smoothly with other beloved Google applications, streamlining your tasks. Effortlessly analyze data collected through Google Forms in Sheets, or incorporate your spreadsheet charts into Google Slides and Docs. Additionally, you can respond to comments directly within Gmail and easily showcase your spreadsheets during Google Meet presentations, making collaboration even more effective. This interconnectedness not only saves time but also enhances productivity across all your projects.

Where does knowledge begin? Perplexity AI is a search engine that provides quick answers. Available for free on perplexity.ai, or on iPhone or Android. Perplexity AI, an advanced search tool and question-answering system, uses large language models to provide contextually relevant and accurate answers to user queries. It is designed for both general and specific inquiries. It combines AI with real-time searching capabilities to retrieve and synthesize data from a variety of sources. Perplexity AI focuses on ease of use and transparency. It often provides citations or links directly to its sources. Its goal to streamline the process of information discovery while maintaining high accuracy, clarity, and precision in its responses. This makes it a valuable tool both for researchers and professionals.

Gemini, an innovative AI chatbot from Google, aims to boost creativity and productivity through engaging conversations in natural language. Available on both web and mobile platforms, it works harmoniously with multiple Google services like Docs, Drive, and Gmail, allowing users to create content, condense information, and handle tasks effectively. With its multimodal abilities, Gemini can analyze and produce various forms of data, including text, images, and audio, which enables it to deliver thorough support in numerous scenarios. As it continually learns from user engagement, Gemini customizes its responses to provide personalized and context-sensitive assistance, catering to diverse user requirements. Moreover, this adaptability ensures that it evolves alongside its users, making it a valuable tool for anyone looking to enhance their workflow and creativity.

GPT-4, or Generative Pre-trained Transformer 4, is a highly advanced unsupervised language model that is anticipated for release by OpenAI. As the successor to GPT-3, it belongs to the GPT-n series of natural language processing models and was developed using an extensive dataset comprising 45TB of text, enabling it to generate and comprehend text in a manner akin to human communication. Distinct from many conventional NLP models, GPT-4 operates without the need for additional training data tailored to specific tasks. It is capable of generating text or responding to inquiries by utilizing only the context it creates internally. Demonstrating remarkable versatility, GPT-4 can adeptly tackle a diverse array of tasks such as translation, summarization, question answering, sentiment analysis, and more, all without any dedicated task-specific training. This ability to perform such varied functions further highlights its potential impact on the field of artificial intelligence and natural language processing.

Gemini Advanced represents a state-of-the-art AI model that excels in natural language comprehension, generation, and problem-solving across a variety of fields. With its innovative neural architecture, it provides remarkable accuracy, sophisticated contextual understanding, and profound reasoning abilities. This advanced system is purpose-built to tackle intricate and layered tasks, which include generating comprehensive technical documentation, coding, performing exhaustive data analysis, and delivering strategic perspectives. Its flexibility and ability to scale make it an invaluable resource for both individual practitioners and large organizations. By establishing a new benchmark for intelligence, creativity, and dependability in AI-driven solutions, Gemini Advanced is set to transform various industries. Additionally, users will gain access to Gemini in platforms like Gmail and Docs, along with 2 TB of storage and other perks from Google One, enhancing overall productivity. Furthermore, Gemini Advanced facilitates access to Gemini with Deep Research, enabling users to engage in thorough and instantaneous research on virtually any topic.

Mistral AI stands out as an innovative startup in the realm of artificial intelligence, focusing on open-source generative solutions. The company provides a diverse array of customizable, enterprise-level AI offerings that can be implemented on various platforms, such as on-premises, cloud, edge, and devices. Among its key products are "Le Chat," a multilingual AI assistant aimed at boosting productivity in both personal and professional settings, and "La Plateforme," a platform for developers that facilitates the creation and deployment of AI-driven applications. With a strong commitment to transparency and cutting-edge innovation, Mistral AI has established itself as a prominent independent AI laboratory, actively contributing to the advancement of open-source AI and influencing policy discussions. Their dedication to fostering an open AI ecosystem underscores their role as a thought leader in the industry.

Claude 3.5 Sonnet sets a new standard within the industry for graduate-level reasoning (GPQA), undergraduate knowledge (MMLU), and coding skill (HumanEval). The model demonstrates significant advancements in understanding subtlety, humor, and intricate directives, excelling in producing high-quality content that maintains a natural and relatable tone. Notably, Claude 3.5 Sonnet functions at double the speed of its predecessor, Claude 3 Opus, resulting in enhanced performance. This increase in efficiency, coupled with its economical pricing, positions Claude 3.5 Sonnet as an excellent option for handling complex tasks like context-aware customer support and managing multi-step workflows. Accessible at no cost on Claude.ai and through the Claude iOS app, it also offers enhanced rate limits for subscribers of Claude Pro and Team plans. Moreover, the model can be utilized via the Anthropic API, Amazon Bedrock, and Google Cloud's Vertex AI, with associated costs of $3 per million input tokens and $15 per million output tokens, all while possessing a substantial context window of 200K tokens. Its comprehensive capabilities make Claude 3.5 Sonnet a versatile tool for both businesses and developers alike.

Claude 3.7 Sonnet, created by Anthropic, represents a state-of-the-art AI model that seamlessly melds swift reactions with profound reflective analysis. This groundbreaking model empowers users to switch between prompt, efficient replies and more contemplative, thoughtful responses, making it exceptionally suited for tackling intricate challenges. By enabling Claude to engage in self-reflection prior to responding, it demonstrates remarkable proficiency in tasks that demand advanced reasoning and a nuanced comprehension of context. Its capacity for deeper cognitive engagement significantly enhances various activities, including coding, natural language processing, and applications requiring critical thinking. Accessible on multiple platforms, Claude 3.7 Sonnet serves as a robust tool for professionals and organizations aiming for a versatile and high-performing AI solution. The versatility of this AI model ensures that it can be applied across numerous fields, making it an invaluable resource for those seeking to elevate their problem-solving capabilities.

Gemini 2.0 represents a cutting-edge AI model created by Google, aimed at delivering revolutionary advancements in natural language comprehension, reasoning abilities, and multimodal communication. This new version builds upon the achievements of its earlier model by combining extensive language processing with superior problem-solving and decision-making skills, allowing it to interpret and produce human-like responses with enhanced precision and subtlety. In contrast to conventional AI systems, Gemini 2.0 is designed to simultaneously manage diverse data formats, such as text, images, and code, rendering it an adaptable asset for sectors like research, business, education, and the arts. Key enhancements in this model include improved contextual awareness, minimized bias, and a streamlined architecture that guarantees quicker and more consistent results. As a significant leap forward in the AI landscape, Gemini 2.0 is set to redefine the nature of human-computer interactions, paving the way for even more sophisticated applications in the future. Its innovative features not only enhance user experience but also facilitate more complex and dynamic engagements across various fields.

Gemini's inherent multimodal capabilities allow for the conversion of various input types into diverse output forms. From its inception, Gemini has been developed with a strong emphasis on responsibility, implementing safeguards and collaborating with partners to enhance its safety and inclusivity. You can seamlessly incorporate Gemini models into your applications using Google AI Studio and Google Cloud Vertex AI, enabling a wide range of innovative uses. This integration facilitates a more dynamic interaction with technology across different platforms and applications.

The Gemini 2.0 Flash AI model signifies a revolutionary leap in high-speed, intelligent computing, aiming to redefine standards in real-time language processing and decision-making capabilities. By enhancing the strong foundation laid by its predecessor, it features advanced neural architecture and significant optimization breakthroughs that facilitate quicker and more precise responses. Tailored for applications that demand immediate processing and flexibility, such as live virtual assistants, automated trading systems, and real-time analytics, Gemini 2.0 Flash excels in various contexts. Its streamlined and efficient design allows for effortless deployment across cloud, edge, and hybrid environments, making it adaptable to diverse technological landscapes. Furthermore, its superior contextual understanding and multitasking abilities equip it to manage complex and dynamic workflows with both accuracy and speed, solidifying its position as a powerful asset in the realm of artificial intelligence. With each iteration, technology continues to advance, and models like Gemini 2.0 Flash pave the way for future innovations in the field.

Google's Gemini Nano is an efficient and lightweight AI model engineered to perform exceptionally well in environments with limited resources. Specifically designed for mobile applications and edge computing, it merges Google's sophisticated AI framework with innovative optimization strategies, ensuring high-speed performance and accuracy are preserved. This compact model stands out in various applications, including voice recognition, real-time translation, natural language processing, and delivering personalized recommendations. Emphasizing both privacy and efficiency, Gemini Nano processes information locally to reduce dependence on cloud services while ensuring strong security measures are in place. Its versatility and minimal power requirements make it perfectly suited for smart devices, IoT applications, and portable AI technologies. As a result, it opens up new possibilities for developers looking to integrate advanced AI into everyday gadgets.

The Gemini 1.5 Pro AI model represents a pinnacle in language modeling, engineered to produce remarkably precise, context-sensitive, and human-like replies suitable for a wide range of uses. Its innovative neural framework allows it to excel in tasks involving natural language comprehension, generation, and reasoning. This model has been meticulously fine-tuned for adaptability, making it capable of handling diverse activities such as content creation, coding, data analysis, and intricate problem-solving. Its sophisticated algorithms provide a deep understanding of language, allowing for smooth adjustments to various domains and conversational tones. Prioritizing both scalability and efficiency, the Gemini 1.5 Pro is designed to cater to both small applications and large-scale enterprise deployments, establishing itself as an invaluable asset for driving productivity and fostering innovation. Moreover, its ability to learn from user interactions enhances its performance, making it even more effective in real-world scenarios.

The Gemini 1.5 Flash AI model represents a sophisticated, high-speed language processing system built to achieve remarkable speed and immediate responsiveness. It is specifically crafted for environments that necessitate swift and timely performance, integrating an optimized neural framework with the latest technological advancements to ensure outstanding efficiency while maintaining precision. This model is particularly well-suited for high-velocity data processing needs, facilitating quick decision-making and effective multitasking, making it perfect for applications such as chatbots, customer support frameworks, and interactive platforms. Its compact yet robust architecture allows for efficient deployment across various settings, including cloud infrastructures and edge computing devices, thus empowering organizations to enhance their operational capabilities with unparalleled flexibility. Furthermore, the model’s design prioritizes both performance and scalability, ensuring it meets the evolving demands of modern businesses.

Mistral 7B is a language model with 7.3 billion parameters that demonstrates superior performance compared to larger models such as Llama 2 13B on a variety of benchmarks. It utilizes innovative techniques like Grouped-Query Attention (GQA) for improved inference speed and Sliding Window Attention (SWA) to manage lengthy sequences efficiently. Released under the Apache 2.0 license, Mistral 7B is readily available for deployment on different platforms, including both local setups and prominent cloud services. Furthermore, a specialized variant known as Mistral 7B Instruct has shown remarkable capabilities in following instructions, outperforming competitors like Llama 2 13B Chat in specific tasks. This versatility makes Mistral 7B an attractive option for developers and researchers alike.

In honor of Cleopatra, whose magnificent fate concluded amidst the tragic incident involving a snake, we are excited to introduce Codestral Mamba, a Mamba2 language model specifically designed for code generation and released under an Apache 2.0 license. Codestral Mamba represents a significant advancement in our ongoing initiative to explore and develop innovative architectures. It is freely accessible for use, modification, and distribution, and we aspire for it to unlock new avenues in architectural research. The Mamba models are distinguished by their linear time inference capabilities and their theoretical potential to handle sequences of infinite length. This feature enables users to interact with the model effectively, providing rapid responses regardless of input size. Such efficiency is particularly advantageous for enhancing code productivity; therefore, we have equipped this model with sophisticated coding and reasoning skills, allowing it to perform competitively with state-of-the-art transformer-based models. As we continue to innovate, we believe Codestral Mamba will inspire further advancements in the coding community.

Introducing Mistral NeMo, our latest and most advanced small model yet, featuring a cutting-edge 12 billion parameters and an expansive context length of 128,000 tokens, all released under the Apache 2.0 license. Developed in partnership with NVIDIA, Mistral NeMo excels in reasoning, world knowledge, and coding proficiency within its category. Its architecture adheres to industry standards, making it user-friendly and a seamless alternative for systems currently utilizing Mistral 7B. To facilitate widespread adoption among researchers and businesses, we have made available both pre-trained base and instruction-tuned checkpoints under the same Apache license. Notably, Mistral NeMo incorporates quantization awareness, allowing for FP8 inference without compromising performance. The model is also tailored for diverse global applications, adept in function calling and boasting a substantial context window. When compared to Mistral 7B, Mistral NeMo significantly outperforms in understanding and executing detailed instructions, showcasing enhanced reasoning skills and the ability to manage complex multi-turn conversations. Moreover, its design positions it as a strong contender for multi-lingual tasks, ensuring versatility across various use cases.

The Mixtral 8x22B represents our newest open model, establishing a new benchmark for both performance and efficiency in the AI sector. This sparse Mixture-of-Experts (SMoE) model activates only 39B parameters from a total of 141B, ensuring exceptional cost efficiency relative to its scale. Additionally, it demonstrates fluency in multiple languages, including English, French, Italian, German, and Spanish, while also possessing robust skills in mathematics and coding. With its native function calling capability, combined with the constrained output mode utilized on la Plateforme, it facilitates the development of applications and the modernization of technology stacks on a large scale. The model's context window can handle up to 64K tokens, enabling accurate information retrieval from extensive documents. We prioritize creating models that maximize cost efficiency for their sizes, thereby offering superior performance-to-cost ratios compared to others in the community. The Mixtral 8x22B serves as a seamless extension of our open model lineage, and its sparse activation patterns contribute to its speed, making it quicker than any comparable dense 70B model on the market. Furthermore, its innovative design positions it as a leading choice for developers seeking high-performance solutions.

In honor of Archimedes, whose 2311th anniversary we celebrate this year, we are excited to introduce our inaugural Mathstral model, a specialized 7B architecture tailored for mathematical reasoning and scientific exploration. This model features a 32k context window and is released under the Apache 2.0 license. Our intention behind contributing Mathstral to the scientific community is to enhance the pursuit of solving advanced mathematical challenges that necessitate intricate, multi-step logical reasoning. The launch of Mathstral is part of our wider initiative to support academic endeavors, developed in conjunction with Project Numina. Much like Isaac Newton during his era, Mathstral builds upon the foundation laid by Mistral 7B, focusing on STEM disciplines. It demonstrates top-tier reasoning capabilities within its category, achieving remarkable results on various industry-standard benchmarks. Notably, it scores 56.6% on the MATH benchmark and 63.47% on the MMLU benchmark, showcasing the performance differences by subject between Mathstral 7B and its predecessor, Mistral 7B, further emphasizing the advancements made in mathematical modeling. This initiative aims to foster innovation and collaboration within the mathematical community.

Mistral AI has launched two cutting-edge models designed for on-device computing and edge applications, referred to as "les Ministraux": Ministral 3B and Ministral 8B. These innovative models redefine the standards of knowledge, commonsense reasoning, function-calling, and efficiency within the sub-10B category. They are versatile enough to be utilized or customized for a wide range of applications, including managing complex workflows and developing specialized task-focused workers. Capable of handling up to 128k context length (with the current version supporting 32k on vLLM), Ministral 8B also incorporates a unique interleaved sliding-window attention mechanism to enhance both speed and memory efficiency during inference. Designed for low-latency and compute-efficient solutions, these models excel in scenarios such as offline translation, smart assistants that don't rely on internet connectivity, local data analysis, and autonomous robotics. Moreover, when paired with larger language models like Mistral Large, les Ministraux can effectively function as streamlined intermediaries, facilitating function-calling within intricate multi-step workflows, thereby expanding their applicability across various domains. This combination not only enhances performance but also broadens the scope of what can be achieved with AI in edge computing.

Mistral AI has unveiled two cutting-edge models specifically designed for on-device computing and edge use cases, collectively referred to as "les Ministraux": Ministral 3B and Ministral 8B. These innovative models stand out due to their capabilities in knowledge retention, commonsense reasoning, function-calling, and overall efficiency, all while remaining within the sub-10B parameter range. They boast support for a context length of up to 128k, making them suitable for a diverse range of applications such as on-device translation, offline smart assistants, local analytics, and autonomous robotics. Notably, Ministral 8B incorporates an interleaved sliding-window attention mechanism, which enhances both the speed and memory efficiency of inference processes. Both models are adept at serving as intermediaries in complex multi-step workflows, skillfully managing functions like input parsing, task routing, and API interactions based on user intent, all while minimizing latency and operational costs. Benchmark results reveal that les Ministraux consistently exceed the performance of similar models across a variety of tasks, solidifying their position in the market. As of October 16, 2024, these models are now available for developers and businesses, with Ministral 8B being offered at a competitive rate of $0.1 for every million tokens utilized. This pricing structure enhances accessibility for users looking to integrate advanced AI capabilities into their solutions.

On September 17, 2024, Mistral AI revealed a series of significant updates designed to improve both the accessibility and efficiency of their AI products. Among these updates was the introduction of a complimentary tier on "La Plateforme," their serverless platform that allows for the tuning and deployment of Mistral models as API endpoints, which gives developers a chance to innovate and prototype at zero cost. In addition, Mistral AI announced price reductions across their complete model range, highlighted by a remarkable 50% decrease for Mistral Nemo and an 80% cut for Mistral Small and Codestral, thereby making advanced AI solutions more affordable for a wider audience. The company also launched Mistral Small v24.09, a model with 22 billion parameters that strikes a favorable balance between performance and efficiency, making it ideal for various applications such as translation, summarization, and sentiment analysis. Moreover, they released Pixtral 12B, a vision-capable model equipped with image understanding features, for free on "Le Chat," allowing users to analyze and caption images while maintaining strong text-based performance. This suite of updates reflects Mistral AI's commitment to democratizing access to powerful AI technologies for developers everywhere.

The Mixtral 8x7B model is an advanced sparse mixture of experts (SMoE) system that boasts open weights and is released under the Apache 2.0 license. This model demonstrates superior performance compared to Llama 2 70B across various benchmarks while achieving inference speeds that are six times faster. Recognized as the leading open-weight model with a flexible licensing framework, Mixtral also excels in terms of cost-efficiency and performance. Notably, it competes with and often surpasses GPT-3.5 in numerous established benchmarks, highlighting its significance in the field. Its combination of accessibility, speed, and effectiveness makes it a compelling choice for developers seeking high-performing AI solutions.

We have incorporated Llama 3 into Meta AI, our intelligent assistant that enhances how individuals accomplish tasks, innovate, and engage with Meta AI. By utilizing Meta AI for coding and problem-solving, you can experience Llama 3's capabilities first-hand. Whether you are creating agents or other AI-driven applications, Llama 3, available in both 8B and 70B versions, will provide the necessary capabilities and flexibility to bring your ideas to fruition. With the launch of Llama 3, we have also revised our Responsible Use Guide (RUG) to offer extensive guidance on the ethical development of LLMs. Our system-focused strategy encompasses enhancements to our trust and safety mechanisms, including Llama Guard 2, which is designed to align with the newly introduced taxonomy from MLCommons, broadening its scope to cover a wider array of safety categories, alongside code shield and Cybersec Eval 2. Additionally, these advancements aim to ensure a safer and more responsible use of AI technologies in various applications.

We are excited to unveil Codestral, our inaugural code generation model. This open-weight generative AI system is specifically crafted for tasks related to code generation, enabling developers to seamlessly write and engage with code via a unified instruction and completion API endpoint. As it becomes proficient in both programming languages and English, Codestral is poised to facilitate the creation of sophisticated AI applications tailored for software developers. With a training foundation that encompasses a wide array of over 80 programming languages—ranging from widely-used options like Python, Java, C, C++, JavaScript, and Bash to more niche languages such as Swift and Fortran—Codestral ensures a versatile support system for developers tackling various coding challenges and projects. Its extensive language capabilities empower developers to confidently navigate different coding environments, making Codestral an invaluable asset in the programming landscape.

Meta AI serves as a sophisticated assistant, adept at intricate reasoning, adhering to directions, visualizing concepts, and addressing subtle challenges. Built upon Meta's cutting-edge model, it is tailored to respond to a wide array of inquiries, assist in writing tasks, offer detailed guidance, and generate images for sharing with others. This versatile tool is accessible across Meta's suite of applications, smart eyewear, and online platforms, ensuring users have support at their fingertips. With its diverse functionalities, Meta AI aims to enhance creativity and streamline problem-solving for its users.

Mistral Large stands as the premier language model from Mistral AI, engineered for sophisticated text generation and intricate multilingual reasoning tasks such as text comprehension, transformation, and programming code development. This model encompasses support for languages like English, French, Spanish, German, and Italian, which allows it to grasp grammar intricacies and cultural nuances effectively. With an impressive context window of 32,000 tokens, Mistral Large can retain and reference information from lengthy documents with accuracy. Its abilities in precise instruction adherence and native function-calling enhance the development of applications and the modernization of tech stacks. Available on Mistral's platform, Azure AI Studio, and Azure Machine Learning, it also offers the option for self-deployment, catering to sensitive use cases. Benchmarks reveal that Mistral Large performs exceptionally well, securing its position as the second-best model globally that is accessible via an API, just behind GPT-4, illustrating its competitive edge in the AI landscape. Such capabilities make it an invaluable tool for developers seeking to leverage advanced AI technology.

Pixtral Large is an expansive multimodal model featuring 124 billion parameters, crafted by Mistral AI and enhancing their previous Mistral Large 2 framework. This model combines a 123-billion-parameter multimodal decoder with a 1-billion-parameter vision encoder, allowing it to excel in the interpretation of various content types, including documents, charts, and natural images, all while retaining superior text comprehension abilities. With the capability to manage a context window of 128,000 tokens, Pixtral Large can efficiently analyze at least 30 high-resolution images at once. It has achieved remarkable results on benchmarks like MathVista, DocVQA, and VQAv2, outpacing competitors such as GPT-4o and Gemini-1.5 Pro. Available for research and educational purposes under the Mistral Research License, it also has a Mistral Commercial License for business applications. This versatility makes Pixtral Large a valuable tool for both academic research and commercial innovations.

Le Chat serves as an engaging platform for users to connect with the diverse models offered by Mistral AI, providing both an educational and entertaining means to delve into the capabilities of their technology. It can operate using either the Mistral Large or Mistral Small models, as well as a prototype called Mistral Next, which prioritizes succinctness and clarity. Our team is dedicated to enhancing our models to maximize their utility while minimizing bias, though there is still much work to be done. Additionally, Le Chat incorporates a flexible moderation system that discreetly alerts users when the conversation veers into potentially sensitive or controversial topics, ensuring a responsible interaction experience. This balance between functionality and sensitivity is crucial for fostering a constructive dialogue.