{"id":1496,"date":"2024-10-04T20:30:41","date_gmt":"2024-10-04T20:30:41","guid":{"rendered":"https:\/\/thehive.ai\/blog\/?p=1496"},"modified":"2025-02-21T08:58:34","modified_gmt":"2025-02-21T08:58:34","slug":"announcing-general-availability-of-hive-models","status":"publish","type":"post","link":"https:\/\/thehive.ai\/blog\/announcing-general-availability-of-hive-models","title":{"rendered":"Announcing General Availability of Hive Models"},"content":{"rendered":"\n<h5 class=\"at-a-glance-heading\">Contents<\/h5>\n\n\n\n<ul class=\"at-a-glance\"><li><a href=\"#anchor1\">Hive Proprietary Models<\/a><\/li><li><a href=\"#anchor2\">Additional Model Offerings<\/a><\/li><li><a href=\"#anchor3\">How to Create a Project<\/a><\/li><\/ul>\n\n\n\n<p>We are excited to announce that we are making select proprietary Hive models and popular open-source generative models directly accessible for customers to deploy and integrate into their workflows.<\/p>\n\n\n\n<p>Starting today, customers can now create projects by themselves with just a few clicks.<\/p>\n\n\n\n<h2 id=\"anchor1\">Hive Proprietary Models<\/h2>\n\n\n\n<p>We have made select proprietary Hive models accessible to customers across our Understand and Search model categories, ranging from our Celebrity Recognition API to our Speech-to-Text model. For a full list of generally available models, see our pricing page <a href=\"https:\/\/thehive.ai\/pricing\">here<\/a>.<\/p>\n\n\n\n<h2 id=\"anchor2\">Additional Model Offerings<\/h2>\n\n\n\n<p>We currently offer a variety of open-source image generation models and large language models (LLMs) that customers can directly access themselves.<\/p>\n\n\n\n<p>For image generation models, we have four different options available today, with additional models being served in the coming weeks: SDXL (Stable Diffusion XL), SDXL Enhanced, Flux Schnell, and Flux Schnell Enhanced. SDXL Enhanced and Flux Schnell Enhanced are Hive\u2019s enhanced versions of the aforementioned base models, served exclusively to our customers. The differences are outlined in the table below.<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td>SDXL (Stable Diffusion XL)<\/td><td>Latent diffusion text-to-image generation model produced by Stability AI. Trained on a larger dataset than the base model, with a larger UNet enabling better generation.<\/td><\/tr><tr><td>SDXL Enhanced<\/td><td>Hive\u2019s enhanced version of SDXL, served exclusively to our customers. Tailored toward a photorealistic and refined art style with extreme detail.<\/td><\/tr><tr><td>Flux Schnell<\/td><td>Flux\u2019s fastest model in their suite of text-to-image models, capable of generating images in 4 or fewer steps. Best suited for local development and personal use.<\/td><\/tr><tr><td><br><br>Flux Schnell Enhanced<\/td><td>Hive\u2019s enhanced version of Flux Schnell that is trained on our proprietary data and retains the base model\u2019s speed and efficiency, served exclusively to our customers. Generates images across a wide range of artistic styles with a specialization in photorealism, leading to high levels of customer satisfaction based on past user studies.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>For LLMs, we have a selection of Meta\u2019s Llama models from their Llama 3.1 and 3.2 series available now. The differences are outlined in the table below.<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td><br><br>Llama 3.1 8B Instruct<\/td><td>Llama 3.1 8B Instruct is a multilingual, instruction-tuned text-only model. Compared to other available open source and closed chat models, Llama 3.1 instruction-tuned text-only models achieve higher scores across common industry benchmarks. We provide this model in one additional size (70B).<\/td><\/tr><tr><td><br><br>Llama 3.1 70B Instruct<\/td><td>Llama 3.1 70B Instruct is a multilingual, instruction-tuned text-only model. Compared to other available open source and closed chat models, Llama 3.1 instruction-tuned text-only models achieve higher scores across common industry benchmarks. We provide this model in one additional size (8B).<\/td><\/tr><tr><td><br><br>Llama 3.2 1B Instruct<\/td><td>Llama 3.2 1B Instruct is a lightweight, multilingual, instruction-tuned text-only model that fits onto both edge and mobile devices. Use cases where the model excels include summarizing or rewriting inputs, as well as instruction following. We provide this model in one additional size (3B).<\/td><\/tr><tr><td><br><br>Llama 3.2 3B Instruct<\/td><td>Llama 3.2 3B Instruct is a lightweight, multilingual, instruction-tuned text-only model that fits onto both edge and mobile devices. Use cases where the model excels include summarizing or rewriting inputs, as well as instruction following. We provide this model in one additional size (1B).<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>We plan to make more models available for direct use in the coming months.<\/p>\n\n\n\n<h2 id=\"anchor3\">How to Create a Project<\/h2>\n\n\n\n<p>Creating new projects has never been easier. To get started, go to <a href=\"http:\/\/thehive.ai\">thehive.ai<\/a> and click on the \u201cGo to Dashboard\u201d button in the top-right corner.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"496\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_LandingPage-1024x496.png\" alt=\"\" class=\"wp-image-1497\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_LandingPage-1024x496.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_LandingPage-300x145.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_LandingPage-768x372.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_LandingPage-1536x744.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_LandingPage-2048x991.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Home Page<\/figcaption><\/figure>\n\n\n\n<p>If you are not logged in, the \u201cGo to Dashboard\u201d button will redirect you to the sign in page. Then, either sign in to an existing account or click the blue \u201cSign up\u201d hyperlink at the bottom of the page to sign up for a new account.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"495\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_SignInSignUp-1024x495.png\" alt=\"\" class=\"wp-image-1498\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_SignInSignUp-1024x495.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_SignInSignUp-300x145.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_SignInSignUp-768x371.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_SignInSignUp-1536x742.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_SignInSignUp-2048x989.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Sign In Page<\/figcaption><\/figure>\n\n\n\n<p>You will receive an email to verify your account after signing up. After you\u2019ve either logged into an existing account or verified your new account, you will be redirected to the main dashboard.<\/p>\n\n\n\n<p>For new accounts, a new organization named \u201c(User Name)\u2019s personal organization\u201d will be automatically created. Your current organization will be visible in the top-right corner. Before you can submit tasks, you will need to accept the Terms of Use and add credits to your account. To accept the Terms of Use, click the \u201cView Terms and Conditions\u201d button at the bottom of the page. You will need to do this for every additional organization you create.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"496\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Dashboard-1024x496.png\" alt=\"\" class=\"wp-image-1499\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Dashboard-1024x496.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Dashboard-300x145.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Dashboard-768x372.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Dashboard-1536x744.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Dashboard-2048x992.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Main Dashboard<\/figcaption><\/figure>\n\n\n\n<p>To add funds to your credit balance, locate the \u201cBilling\u201d section in the bottom-left corner of the dashboard and click the blue \u201cAdd Credit\u201d button, which will redirect you to another page where you can add a payment method.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"497\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Billing-1024x497.png\" alt=\"\" class=\"wp-image-1500\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Billing-1024x497.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Billing-300x146.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Billing-768x373.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Billing-1536x746.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Billing-2048x995.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Billing<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"496\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Payment-1-1024x496.png\" alt=\"\" class=\"wp-image-1503\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Payment-1-1024x496.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Payment-1-300x145.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Payment-1-768x372.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Payment-1-1536x744.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Payment-1-2048x992.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Add Payment Method<\/figcaption><\/figure>\n\n\n\n<p>Now you\u2019re ready to create your own projects. On any page, click on the \u201cProducts\u201d tab on the left side of the header. From the dropdown menu that appears, select \u201cModels.\u201d It will redirect you to the following page, where you can view all of your current projects.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"497\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Endpoint1-1024x497.png\" alt=\"\" class=\"wp-image-1502\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Endpoint1-1024x497.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Endpoint1-300x146.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Endpoint1-768x373.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Endpoint1-1536x746.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Endpoint1-2048x995.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>To create a new project, click on the plus (+) sign next to \u201cProjects\u201d on the top-left side of the screen. You will be redirected to the following page, where you can choose your project type. Select \u201cHive Models.\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"497\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels1-1024x497.png\" alt=\"\" class=\"wp-image-1504\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels1-1024x497.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels1-300x146.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels1-768x372.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels1-1536x745.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels1-2048x993.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Project Types<\/figcaption><\/figure>\n\n\n\n<p>Then, you will be redirected to another page containing our available models. Click to select the desired model for your project.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"492\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels2-1024x492.png\" alt=\"\" class=\"wp-image-1505\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels2-1024x492.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels2-300x144.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels2-768x369.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels2-1536x738.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_HiveModels2-2048x985.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Project Format<\/figcaption><\/figure>\n\n\n\n<p>After selecting your desired model, you will need to configure your project. Change your project\u2019s name using the text box below. Once you hit the blue \u201cCreate\u201d button, your project will be live.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"496\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Rename-1024x496.png\" alt=\"\" class=\"wp-image-1506\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Rename-1024x496.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Rename-300x145.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Rename-768x372.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Rename-1536x743.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Rename-2048x991.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Project Configure<\/figcaption><\/figure>\n\n\n\n<p>Upon project creation, you will be redirected to the following interface. Here, you can view your API key by clicking the \u201cAPI Keys\u201d Button on the top right.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"507\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Project-1024x507.png\" alt=\"\" class=\"wp-image-1507\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Project-1024x507.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Project-300x149.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Project-768x381.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Project-1536x761.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/Tutorial_Project-2048x1015.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Project Interface<\/figcaption><\/figure>\n\n\n\n<p>Using this API key, you can call the API by making a cURL request in your terminal. To interpret the results, please refer to our <a href=\"https:\/\/docs.thehive.ai\/\">documentation<\/a> and look up the relevant model and its class definitions.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"439\" src=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/In-Blog-Graphic-1024x439.png\" alt=\"\" class=\"wp-image-1508\" srcset=\"https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/In-Blog-Graphic-1024x439.png 1024w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/In-Blog-Graphic-300x129.png 300w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/In-Blog-Graphic-768x330.png 768w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/In-Blog-Graphic-1536x659.png 1536w, https:\/\/staticblog.thehive.ai\/uploads\/2024\/10\/In-Blog-Graphic.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Sample cURL Request and Result<\/figcaption><\/figure>\n\n\n\n<p>For pricing details, please reference our model pricing table <a href=\"https:\/\/thehive.ai\/pricing\">here<\/a>. If you run into any issues building your projects, please feel free to reach out to us at <a href=\"mailto:support@thehive.ai\">support@thehive.ai<\/a> and we will be happy to help. If you have any further questions or would like to learn more, please reach out to <a href=\"mailto:sales@thehive.ai\">sales@thehive.ai<\/a> or contact us <a href=\"https:\/\/thehive.ai\/contact-us?source=blog\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hive announces that select Hive models and popular open-source models are now directly accessible for customers to deploy and integrate into their workflows.<\/p>\n","protected":false},"author":7,"featured_media":1513,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"kia_subtitle":""},"categories":[8],"tags":[],"_links":{"self":[{"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/posts\/1496"}],"collection":[{"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/comments?post=1496"}],"version-history":[{"count":7,"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/posts\/1496\/revisions"}],"predecessor-version":[{"id":1535,"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/posts\/1496\/revisions\/1535"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/media\/1513"}],"wp:attachment":[{"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/media?parent=1496"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/categories?post=1496"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/thehive.ai\/blog\/wp-json\/wp\/v2\/tags?post=1496"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}