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New Sampling Parameters The following parameters are now available on all models: - frequency_penalty –...

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New Sampling Parameters The following parameters are now available on all models: frequency_penalty – Reduces repetition by penalizing tokens based on how often they have appeared so far presence_penalty – Reduces repetition by penalizing tokens that have appeared at least once logit_bias – Adjusts the likelihood of specific tokens appearing in the response

Also shipped Mar 31, 2026Cerebras in March 2026 →

Nova-3 Model Update

🌏 Nova-3 now supports the following new languages and language codes: Chinese (Mandarin, Simplified): zh , zh-CN , zh-Hans Chinese (Mandarin, Traditional): zh-TW , zh-Hant Access these models by setting model="nova-3" and the relevant language code in your request. Learn more about Nova-3 and supported languages on the Models and Language Overview page.

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Netlify CLI adds prompt-based creation and anonymous deploys

We've improved the Netlify CLI's Agent Experience to make it the fastest way for both developers and AI agents to go from idea to deployed site. Here's what's new. Create a new project from a prompt The netlify create command now builds you a new site from scratch, triggering Agent Runners: netlify create "a landing page for a SaaS product with a waitlist...

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unstructured 0.22.10

- fix(chunking): preserve nested table structure in reconstruction - Replace lazyproperty with functools.cached_property - mem: reduce PaddleOCR rec_batch_num from 6 to 1 - fix: isolate Table elements in pre-chunks - feat(chunking): repeat table headers on continuation chunks

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Advanced Channel Classifier Template

Description: Amplitude’s enhanced out-of-the-box channel classifiers automatically group traffic from sources and referrers like Paid and Organic Search, Email, Affiliates, LLM channels, and more. Why: Your dashboards and Global Agent clearly show trends and impact from every channel investment without any added analytics set-up.

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