--- title: The production platform for open-weight AI inference description: Together AI is releasing a major update to its Dedicated Model Inference platform, designed to give teams full control over open-weight model deployments... canonical: https://daily.dev/posts/the-production-platform-for-open-weight-ai-inference-rcdyvkjtr twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: The production platform for open-weight AI inference | daily.dev og:description: Together AI is releasing a major update to its Dedicated Model Inference platform, designed to give teams full control over open-weight model deployments... og:url: https://daily.dev/posts/the-production-platform-for-open-weight-ai-inference-rcdyvkjtr og:image: https://api.daily.dev/og/posts/rCDYvKJTr.png og:image:alt: The production platform for open-weight AI inference og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # The production platform for open-weight AI inference **[Together AI](https://daily.dev/sources/togetherai)** · 8 min read · 0 upvotes · 0 comments ## Summary Together AI is releasing a major update to its Dedicated Model Inference platform, designed to give teams full control over open-weight model deployments without building custom infrastructure. Key features include multiple deployments behind a single stable endpoint, canary/blue-green/rolling updates with auto-rollback, A/B and shadow traffic testing, autoscaling across regions, and a Prometheus-compatible observability endpoint. The platform also introduces roughly 4× faster model warm starts via a rebuilt caching and distribution layer. Alongside this, a closed beta for custom training launches, covering full-weight and LoRA reinforcement learning and supervised fine-tuning, with checkpoints deployable directly to production inference without platform switching. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Introducing DigitalOcean AI-Native Cloud for Production AI Workloads](https://daily.dev/posts/introducing-digitalocean-ai-native-cloud-for-production-ai-workloads-z3jcrd01y) · DigitalOcean · 0 upvotes · 0 comments - [Configuring Dedicated Model Inference](https://daily.dev/posts/configuring-dedicated-model-inference-ux6jic7fr) · Together AI · 0 upvotes · 0 comments --- Tags: [#deep-learning](https://daily.dev/tags/deep-learning), [#mlops](https://daily.dev/tags/mlops), [#ai-inference](https://daily.dev/tags/ai-inference) [View this post on daily.dev](https://daily.dev/posts/the-production-platform-for-open-weight-ai-inference-rcdyvkjtr) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"The production platform for open-weight AI inference","url":"https://daily.dev/posts/the-production-platform-for-open-weight-ai-inference-rcdyvkjtr","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/the-production-platform-for-open-weight-ai-inference-rcdyvkjtr"},"datePublished":"2026-07-23T17:35:46.697Z","dateModified":"2026-07-23T21:02:52.449Z","description":"Together AI is releasing a major update to its Dedicated Model Inference platform, designed to give teams full control over open-weight model deployments...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/3646f9ce05abbea348b3b8860993dc58?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/3646f9ce05abbea348b3b8860993dc58?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"Together AI","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Together AI","logo":"https://media.daily.dev/image/upload/s--tCjWcJfJ--/f_auto,q_auto/v1780213200/logos/togetherai?_a=BAMAMiWQ0","url":"https://daily.dev/sources/togetherai"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/the-production-platform-for-open-weight-ai-inference-rcdyvkjtr","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"deep-learning,mlops,ai-inference","timeRequired":"PT8M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Together AI","item":"https://daily.dev/sources/togetherai"},{"@type":"ListItem","position":3,"name":"The production platform for open-weight AI inference"}]} ```