Gemini 1.5 Pro updates, 1.5 Flash debut and 2 new Gemma models

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</div> <p class="article-meta__abstract-text uni-body--large"> Plus, new features are now available in the Gemini API and developers can sign up to try the first-ever 2 million token context window. </p> </div> </div> <div class="article-meta__container"> <div class="article-meta__content"> <div class="article-meta__author"> <div class="article-meta__author-noimage" data-component="uni-monogram" data-author="Mat Velloso"> </div> <div class="article-meta__author-info"> <div class="article-meta__author-name">Mat Velloso</div> <div class="article-meta__author-title"> VP, ML Developer </div> </div> </div> <div class="article-meta__author"> <div class="article-meta__author-noimage" data-component="uni-monogram" data-author="Josh Woodward"> </div> <div class="article-meta__author-info"> <div class="article-meta__author-name">Josh Woodward</div> <div class="article-meta__author-title"> VP, Google Labs </div> </div> </div> </div> <div class="article-share__wrapper" data-analytics-module='{ 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data-highlight-word-background="#8AB4F8" data-highlight-paragraph-background="#D2E3FC" data-background="linear-gradient(180deg, #F1F3F4 0%, #F8F9FA 100%)" data-foreground-color="#202124" data-font="600 16px Google Sans, sans-serif" data-box-shadow="0px 1px 3px 1px rgba(60, 64, 67, 0.15)" style=min-height:55px;display:block;max-width:726px;margin-left:auto;margin-right:auto;margin-bottom:36px; > </google-read-aloud-player> <script async src="https://www.gstatic.com/readaloud/player/web/api/js/api.js"></script>  <div class="module--text module--text__article" data-analytics-module='{ "module_name": "Paragraph", "section_header": "Gemini 1.5 Pro updates, 1.5 Flash debut and 2 new Gemma models" }'> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><p data-block-key="zfw27"><i>Grab an API key in</i> <a href="https://aistudio.google.com/app/prompts/new_chat/?utm_source=blog&utm_medium=referral&utm_campaign=keyword&utm_content="><i>Google AI Studio</i></a><i>, and get started with the</i> <a href="https://github.com/google-gemini/cookbook"><i>Gemini API Cookbook</i></a><i>.</i></p><p data-block-key="30nh6">Last December, we <a href="https://blog.google/technology/ai/google-gemini-ai/">released Gemini 1.0</a> and <a href="https://developers.googleblog.com/en/its-time-for-developers-and-enterprises-to-build-with-gemini-pro/">made the Gemini API available</a> in Google AI Studio and Vertex AI for enterprise customers. In February, we <a href="https://blog.google/technology/ai/google-gemini-next-generation-model-february-2024/">released Gemini 1.5 Pro</a>, the first model with a 1 million token context window. Last month, we <a href="https://developers.googleblog.com/en/gemini-15-pro-now-available-in-180-countries-with-native-audio-understanding-system-instructions-json-mode-and-more/">added capabilities</a> for native audio understanding, system instructions, JSON mode and more.</p><p data-block-key="9958n">In parallel, we <a href="https://blog.google/technology/developers/gemma-open-models/">launched Gemma</a>, our family of lightweight open models built from the same research and technology used to create the Gemini models. Since February, the 2B and 7B models have been downloaded millions of times, and we added variants last month for developers and researchers, like <a href="https://developers.googleblog.com/en/gemma-family-expands-with-models-tailored-for-developers-and-researchers/">CodeGemma and RecurrentGemma</a>.</p><p data-block-key="45b6k">Now Gemini and Gemma are getting even better. Today, we’re updating Gemini 1.5 Pro, introducing 1.5 Flash, rolling out new developer features and adding two new Gemma models.</p><p data-block-key="adhoq">Here are details on all the updates.</p><h2 data-block-key="e90h8">Gemini 1.5 Pro improvements and a new 1.5 Flash model</h2><ul><li data-block-key="6rot3"><b>Gemini 1.5 Pro:</b> We made a series of quality improvements across key use cases, such as translation, coding, reasoning and more. You’ll see these updates in the model starting today, which should help you tackle even broader and more complex tasks.</li><li data-block-key="948n8"><b>Gemini 1.5 Flash:</b> This smaller Gemini model is optimized for narrower or high-frequency tasks where the speed of the model’s response time matters the most.</li><li data-block-key="a3fha"><b>Availability:</b> Both models are available today in more than <a href="https://ai.google.dev/gemini-api/docs/available-regions">200 countries and territories</a> in preview and will be generally available in June.</li><li data-block-key="eaop8"><b>Natively multimodal with long context:</b> Both 1.5 Pro and 1.5 Flash come with our 1 million token context window and allow you to interleave text, images, audio and video as inputs. To get access to 1.5 Pro with a 2 million token context window, join the waitlist in <a href="http://aistudio.google.com/app/waitlist/97595554/?utm_source=blog&utm_medium=referral&utm_campaign=keyword&utm_content=">Google AI Studio</a> or in <a href="https://cloud.google.com/earlyaccess/cloud-ai">Vertex AI</a> for Google Cloud customers.</li></ul></div> </div> </div> <div class="article-image" data-analytics-module='{ "module_name": "Inline Images", "section_header": "Gemini 1.5 Pro updates, 1.5 Flash debut and 2 new Gemma models" }'> <div class="article-image__is-caption "> <img alt="Gemini 1.5: 2 million token context window. Sign up for waitlist at ai.google.dev/gemini-api" src=" https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Dev_2M.width-100.format-webp.webp " class="article-image--full" loading="lazy" data-loading='{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Dev_2M.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Dev_2M.width-1000.format-webp.webp" }' > </div> <figcaption class="article-image__caption article-image__is-caption-image "><div class="rich-text"><p data-block-key="fi2wy">Gemini 1.5 Pro will have a 2 million token context window in private preview.</p></div></figcaption> </div> <div class="module--text module--text__article" data-analytics-module='{ "module_name": "Paragraph", "section_header": "Gemini 1.5 Pro updates, 1.5 Flash debut and 2 new Gemma models" }'> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><h2 data-block-key="zfw27">New developer features and pricing options for the Gemini API</h2><ul><li data-block-key="a15ld"><b>New developer features:</b> Based on your feedback, we’re introducing two new API features: <a href="https://ai.google.dev/gemini-api/docs/prompting_with_media?lang=python#prompting-with-videos">video frame extraction</a> and <a href="https://ai.google.dev/gemini-api/docs/function-calling/tutorial?lang=python#parallel_function_calling">parallel function calling</a>, which lets you return more than one function call at a time. And coming in June, we’ll add <a href="https://ai.google.dev/gemini-api/docs/caching">context caching</a> to Gemini 1.5 Pro, so you only have to send parts of your prompt, including large files, to the model once. This should make the long context even more useful and more affordable.</li><li data-block-key="5sf1i"><b>Pricing:</b> In addition to providing access to the Gemini API free of charge in eligible regions through Google AI Studio, we’re increasing rate limits supported by our new pay-as-you-go service. See the latest prices for <a href="http://ai.google.dev/pricing">Google AI Studio</a> and <a href="https://cloud.google.com/vertex-ai/generative-ai/pricing">Vertex AI</a>.</li></ul><h2 data-block-key="e8cdi">Additions to the Gemma family</h2><ul><li data-block-key="1orl7"><a href="https://www.kaggle.com/models/google/paligemma"><b>PaliGemma</b></a><b>:</b> Our first vision-language open model is available today and optimized for image captioning, visual Q&A and other image labeling tasks. PaliGemma joins our other pre-trained Gemma variants, <a href="https://ai.google.dev/gemma/docs/codegemma">CodeGemma</a> and <a href="https://ai.google.dev/gemma/docs/recurrentgemma">RecurrentGemma</a>.</li><li data-block-key="ark2u"><a href="https://developers.googleblog.com/en/gemma-family-and-toolkit-expansion-io-2024/"><b>Gemma 2</b></a><b>:</b> Our next generation of Gemma launches in June and is built for industry-leading performance at the most useful developer sizes. Developers and researchers have requested a bigger model that’s still in a size that’s easy to use. The new Gemma 27B model should do that: it outperforms some models that are more than twice its size and will run efficiently on GPUs or a single TPU host in Vertex AI.</li></ul></div> </div> </div> <div class="article-image" data-analytics-module='{ "module_name": "Inline Images", "section_header": "Gemini 1.5 Pro updates, 1.5 Flash debut and 2 new Gemma models" }'> <div class="article-image__is-caption "> <img alt="Gemma 2: 27 billion parameters. Optimized for TPUs and GPUs. Outperforms models 2X bigger." src=" https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Dev_27B.width-100.format-webp.webp " class="article-image--full" loading="lazy" data-loading='{ "mobile": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Dev_27B.width-500.format-webp.webp", "desktop": "https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Dev_27B.width-1000.format-webp.webp" }' > </div> <figcaption class="article-image__caption article-image__is-caption-image "><div class="rich-text"><p data-block-key="jnyf2">Gemma 2 comes with a 27B parameter instance and runs efficiently on GPUs or a single TPU.</p></div></figcaption> </div> <div class="module--text module--text__article" data-analytics-module='{ "module_name": "Paragraph", "section_header": "Gemini 1.5 Pro updates, 1.5 Flash debut and 2 new Gemma models" }'> <div class="uni-paragraph article-paragraph" data-component="uni-article-paragraph"> <div class="rich-text"><h2 data-block-key="zfw27">The first Gemini API Developer Competition</h2><p data-block-key="bovbf">Today, we’re kicking off our first-ever <a href="http://ai.google.dev/competition">Gemini API Developer Competition</a>. We want to see your most creative and impactful apps built with Gemini models.<a class="superscript" data-ga4-analytics-superscript-click data-target="inline text" href="#footnote-1" id="footnote-source-1"><sup>1</sup></a>Submit your projects by August 12 (and buckle up for the grand prize.)</p></div> </div> </div> <div class="article-image" data-analytics-module='{ "module_name": "Inline Images", "section_header": "Gemini 1.5 Pro updates, 1.5 Flash debut and 2 new Gemma models" }'> <div class="article-image__is-caption "> <video tabindex="0" autoplay loop muted playsinline class="article-image__media article-image--full" src="https://storage.googleapis.com/gweb-uniblog-publish-prod/original_videos/Dev_DeLorean.mp4" type="video/mp4" title="An illustration of a DeLorean car with its doors open, spinning in a circle" alt="Dev_DeLorean"> Video format not supported </video> </div> <figcaption class="article-image__caption article-image__is-caption-image "><div class="rich-text"><p data-block-key="asi9n">The grand prize of the Gemini API Developer Competition is a custom electric DeLorean.</p></div></figcaption> </div> <section class="related-content-tout " data-analytics-module='{ "module_name": "Related Content Tout", "section_header": "I/O 2024" }'> <a href="https://blog.google/technology/developers/google-io-2024-collection/" class="related-content-tout__wrapper " data-ga4-analytics-cta-click='{ "event": "cta_click", "link_text": "See more" }' data-ga4-analytics-landing-lead='{ "event": "landing_page_lead", "link_text": "See more" }' > <div class="related-content-tout__eyebrow related-content-tout__eyebrow--desktop"> <svg fill="#323232" height="25" viewBox="0 0 24 25" width="24" xmlns="http://www.w3.org/2000/svg" > <use xmlns:xlink="http://www.w3.org/1999/xlink" href="/static/blogv2/images/icons.svg?version=pr20241113-1756#collections-bookmark"></use> </svg> <p class="related-content-tout__eyebrow-headline">Collection</p> </div> <div 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Gemini 1.5 Pro updates, 1.5 Flash debut and 2 new Gemma models