[{"_1":2,"_484":-5,"_485":-5},"loaderData",{"_3":4,"_19":20,"_481":482,"_483":-5},"root",{"_5":-5,"_6":-5,"_7":8,"_15":16},"theme","user","preferences",{"_9":10,"_11":12,"_13":14},"DOCS_SIDEBAR","DOCS_SIDEBAR_EXPANDED","PREDICTIONS_SIDEBAR","EXPANDED","DOCS_LANGUAGE","","env",{"_17":18},"REPLICATE_WEB_URL","https://replicate.com","routes/changelog/layout",{"_21":22},"posts",[23,34,40,46,52,58,64,70,76,82,88,94,100,105,110,116,121,127,133,139,145,151,157,163,169,175,181,186,192,198,204,210,216,222,228,234,240,246,252,258,264,270,276,282,288,293,298,304,310,316,322,328,334,340,345,351,357,363,369,375,381,387,393,399,405,411,417,423,429,435,441,447,451,457,463,469,475],{"_24":25,"_26":27,"_28":29,"_30":31,"_32":33},"slug","2025-01-31-the-little-things-week-ending-january-31-2025","title","The little things, week ending January 31, 2025","publishedAt","2025-01-31T09:00:00Z","content","

Web

Launched official models
Added latest predictions to the deployment detail page
Fixed an issue with displaying certain pages on Replicate when logged out
Updated the model detail API playground to make it possible to train with inputs that aren’t .zip
Made it clearer when creating a deployment that flux fine-tunes shouldn’t be deployed
Fixed a bug where numeric inputs could increment on scroll on the model detail API playground
Fixed a bug that could cause inaccessible models to show up in collections
Improved the experience of sharing predictions via web
Improved clarity of autoscaling charts for deployments
Made it easier to copy the model identifier (for official models) or the model identifier and sha (for community models)
Updated chart for GPU metrics to make values easier to differentiate

Playground

Added an icon to thumbnails to differentiate video content from other types
Made it easier to see when errors occur and why
Added the ability to remove multiple items from the grid on the playground
Fixed a bug when selecting individual items that could cause all items to be deselected
Added Vercel AI SDK snippets to playground
Improved the loading and handling of large number of videos

Docs

Updated deployment documentation
Improved syntax highlighting across docs

","publishedAtDisplay","January 31, 2025",{"_24":35,"_26":36,"_28":37,"_30":38,"_32":39},"2025-01-29-official-models","Official models","2025-01-29T09:00:00.000Z","Official models are always on and have predictable pricing.","January 29, 2025",{"_24":41,"_26":42,"_28":43,"_30":44,"_32":45},"2025-01-17-the-little-things-week-ending-january-17-2025","The little things, week ending January 17, 2025","2025-01-17T09:00:00Z","A collection of updates to Replicate for the week ending January 17, 2025.","January 17, 2025",{"_24":47,"_26":48,"_28":49,"_30":50,"_32":51},"2024-12-20-the-little-things-week-ending-december-20-2024","The little things, week ending December 20, 2024","2024-12-20T09:00:00Z","A collection of updates to Replicate for the week ending December 20, 2024.","December 20, 2024",{"_24":53,"_26":54,"_28":55,"_30":56,"_32":57},"2024-12-17-language-model-training-no-longer-supported","Language model training no longer supported","2024-12-17T17:00:00Z","We've stopped our experimental support for language model training","December 17, 2024",{"_24":59,"_26":60,"_28":61,"_30":62,"_32":63},"2024-12-13-gpu-memory-monitoring","GPU memory monitoring","2024-12-13T09:00:00Z","You can now monitor how much GPU memory your deployments are using so you can make sure you’re using your GPUs efficiently.","December 13, 2024",{"_24":65,"_26":66,"_28":67,"_30":68,"_32":69},"2024-12-06-the-little-things-week-ending-december-06-2024","The little things, week ending December 06, 2024","2024-12-06T09:00:00Z","A collection of updates to Replicate for the week ending December 06, 2024.","December 6, 2024",{"_24":71,"_26":72,"_28":73,"_30":74,"_32":75},"2024-11-22-the-little-things-week-ending-november-22-2024","The little things, week ending November 22, 2024","2024-11-22T17:55:39Z","A collection of updates to Replicate for the week ending November 22, 2024.","November 22, 2024",{"_24":77,"_26":78,"_28":79,"_30":80,"_32":81},"2024-11-08-the-little-things-week-ending-november-8-2024","The little things, week ending November 8, 2024","2024-11-08T23:22:36Z","A collection of updates to Replicate for the week ending November 8, 2024.","November 8, 2024",{"_24":83,"_26":84,"_28":85,"_30":86,"_32":87},"2024-11-07-a-fond-farewell-to-python-37","A fond farewell to Python 3.7","2024-11-07T16:07:24Z","Python 3.7 model support ends on November 15th.","November 7, 2024",{"_24":89,"_26":90,"_28":91,"_30":92,"_32":93},"2024-10-25-the-little-things-week-ending-2024-10-25","The little things, week ending October 25, 2024","2024-10-25T17:08:26Z","A collection of updates to Replicate for the week ending October 25, 2024.","October 25, 2024",{"_24":95,"_26":96,"_28":97,"_30":98,"_32":99},"2024-10-10-dark-mode","Dark mode","2024-10-10T00:50:00Z","Finally. You can switch it in the footer.","October 10, 2024",{"_24":101,"_26":102,"_28":103,"_30":104,"_32":99},"2024-10-10-playground-beta","Playground (beta)","2024-10-10T00:49:52Z","Playground is a way to quickly try out and compare the output of models on Replicate.",{"_24":106,"_26":107,"_28":108,"_30":109,"_32":99},"2024-10-10-new-documentation","New documentation","2024-10-10T00:13:01Z","Documentation now has a cleaner design, better navigation, and lots of new content to help you build with Replicate.",{"_24":111,"_26":112,"_28":113,"_30":114,"_32":115},"2024-10-09-synchronous-api","Synchronous API","2024-10-09T22:56:59Z","Our client libraries and API are now much faster at running models, particularly if a file is being returned.","October 9, 2024",{"_24":117,"_26":118,"_28":119,"_30":120,"_32":115},"2024-10-09-large-log-outputs-might-be-truncated","Large log outputs might be truncated","2024-10-09T10:24:14Z","Large logs may be truncated to manage platform load.",{"_24":122,"_26":123,"_28":124,"_30":125,"_32":126},"2024-09-17-time-limit-for-sharing-predictions","Time limit for sharing predictions","2024-09-17T19:06:33Z","Cleaning old predictions to improve API performance and speed.","September 17, 2024",{"_24":128,"_26":129,"_28":130,"_30":131,"_32":132},"2024-09-11-view-training-outputs-on-the-web","View training outputs on the web","2024-09-11T22:35:28Z","The training detail page now includes a JSON metadata tab.","September 11, 2024",{"_24":134,"_26":135,"_28":136,"_30":137,"_32":138},"2024-07-24-api-for-searching-public-models","API for searching public models","2024-07-24T15:15:41Z","Programmatically search for public models using the API","July 24, 2024",{"_24":140,"_26":141,"_28":142,"_30":143,"_32":144},"2024-07-15-streams-always-available-stream-parameter-deprecated","Streams always available, stream parameter deprecated","2024-07-15T16:04:02Z","You no longer need to pass `\"stream\": true` with your prediction request to get back a stream URL - if the model supports streaming, you'll always get one back.","July 15, 2024",{"_24":146,"_26":147,"_28":148,"_30":149,"_32":150},"2024-06-07-secret-inputs-for-models","Secret inputs for models","2024-06-07T17:17:17Z","Securely pass sensitive values to models.","June 7, 2024",{"_24":152,"_26":153,"_28":154,"_30":155,"_32":156},"2024-06-04-disable-api-tokens","Disable API tokens","2024-06-04T15:48:06Z","Disable API tokens from the web to prevent unauthorized use.","June 4, 2024",{"_24":158,"_26":159,"_28":160,"_30":161,"_32":162},"2024-05-28-rss-and-atom-feeds","RSS and Atom feeds","2024-05-28T21:05:45Z","We publish automated feeds about product updates and platform incidents.","May 28, 2024",{"_24":164,"_26":165,"_28":166,"_30":167,"_32":168},"2024-05-21-delete-stuff","Delete stuff","2024-05-21T23:45:49Z","Delete models, versions, and deployments via web or HTTP API.","May 21, 2024",{"_24":170,"_26":171,"_28":172,"_30":173,"_32":174},"2024-05-14-docs-and-client-library-support-for-webhook-verification","Docs and client library support for webhook verification","2024-05-14T23:36:35Z","Validate incoming webhooks so you know they're really coming from Replicate.","May 14, 2024",{"_24":176,"_26":177,"_28":178,"_30":179,"_32":180},"2024-05-02-search-for-deployments","Search for deployments","2024-05-02T21:47:32Z","You can now search for your existing deployments on the website.","May 2, 2024",{"_24":182,"_26":183,"_28":184,"_30":185,"_32":180},"2024-05-02-webhooks-activity-ui","Webhooks activity UI","2024-05-02T14:46:53Z","We've added new UI features for viewing and tracking webhooks.",{"_24":187,"_26":188,"_28":189,"_30":190,"_32":191},"2024-05-01-improved-validation-for-api-prediction-payloads","Improved validation for API prediction payloads","2024-05-01T22:56:22Z","The API now validates JSON request body fields.","May 1, 2024",{"_24":193,"_26":194,"_28":195,"_30":196,"_32":197},"2024-04-11-t4-models-now-have-more-ram","T4 models now have more RAM","2024-04-11T17:08:39Z","T4 models now get up to 16 GB of RAM, with no changes to existing prices.","April 11, 2024",{"_24":199,"_26":200,"_28":201,"_30":202,"_32":203},"2024-04-10-github-secret-scanning","GitHub secret scanning","2024-04-10T20:45:27Z","Store API tokens in config, not code, for security.","April 10, 2024",{"_24":205,"_26":206,"_28":207,"_30":208,"_32":209},"2024-04-03-bearer-tokens","Bearer tokens","2024-04-03T21:14:58Z","Bearer token used in HTTP Authorization header for access.","April 3, 2024",{"_24":211,"_26":212,"_28":213,"_30":214,"_32":215},"2024-03-12-deployments-api","Deployments API","2024-03-12T04:59:29Z","Manage models with more control using our new deployments feature.","March 12, 2024",{"_24":217,"_26":218,"_28":219,"_30":220,"_32":221},"2024-02-19-3d-viewer-for-glb-outputs","3D viewer for GLB outputs","2024-02-19T18:53:02Z","We've added a web-based viewer for 3D model outputs.","February 19, 2024",{"_24":223,"_26":224,"_28":225,"_30":226,"_32":227},"2024-02-16-task-oriented-collections","Task-oriented collections","2024-02-16T20:04:37Z","We've updated our model collections to be more task-oriented.","February 16, 2024",{"_24":229,"_26":230,"_28":231,"_30":232,"_32":233},"2024-02-06-webhook-verification","Webhook verification","2024-02-06T23:44:07Z","Use webhooks to receive real-time updates about your predictions and trainings.","February 6, 2024",{"_24":235,"_26":236,"_28":237,"_30":238,"_32":239},"2024-01-19-fine-tune-sdxl-from-the-web","Fine-tune SDXL from the web","2024-01-19T01:17:17Z","Create custom SDXL image generation models without coding.","January 19, 2024",{"_24":241,"_26":242,"_28":243,"_30":244,"_32":245},"2023-12-19-compare-image-inputs-to-outputs","Compare image inputs to outputs","2023-12-19T00:47:30Z","New slider for comparing image inputs to outputs.","December 19, 2023",{"_24":247,"_26":248,"_28":249,"_30":250,"_32":251},"2023-11-08-code-snippets-for-every-prediction","Code snippets for every prediction","2023-11-08T22:06:29Z","Code snippets for various languages now available on models.","November 8, 2023",{"_24":253,"_26":254,"_28":255,"_30":256,"_32":257},"2023-11-06-api-for-creating-models","API for creating models","2023-11-06T19:34:02Z","You can now create models programmatically using the API.","November 6, 2023",{"_24":259,"_26":260,"_28":261,"_30":262,"_32":263},"2023-10-17-improved-training-detail-pages","Improved training detail pages","2023-10-17T18:09:56Z","Improved training pages for fine-tuning models.","October 17, 2023",{"_24":265,"_26":266,"_28":267,"_30":268,"_32":269},"2023-10-09-prediction-parameters-as-json","Prediction parameters as JSON","2023-10-09T18:06:08Z","View prediction parameters as JSON on prediction detail page","October 9, 2023",{"_24":271,"_26":272,"_28":273,"_30":274,"_32":275},"2023-10-05-api-for-listing-public-models","API for listing public models","2023-10-05T23:25:53Z","New API endpoint for listing public models.","October 5, 2023",{"_24":277,"_26":278,"_28":279,"_30":280,"_32":281},"2023-10-03-deployments","Deployments","2023-10-03T16:27:59Z","Create deployments for controlled model running and customization.","October 3, 2023",{"_24":283,"_26":284,"_28":285,"_30":286,"_32":287},"2023-10-02-prediction-query-parameter","Prediction query parameter","2023-10-02T20:14:35Z","Prediction UUID added as query parameter on web refresh.","October 2, 2023",{"_24":289,"_26":290,"_28":291,"_30":292,"_32":287},"2023-10-02-fullscreen-training-logs","Fullscreen training logs","2023-10-02T20:05:29Z","View training logs in full-screen mode.",{"_24":294,"_26":295,"_28":296,"_30":297,"_32":287},"2023-10-02-dynamic-status-favicons","Dynamic status favicons","2023-10-02T20:01:33Z","Browser tab favicon shows prediction status.",{"_24":299,"_26":300,"_28":301,"_30":302,"_32":303},"2023-08-14-streaming-output-for-language-models","Streaming output for language models","2023-08-14T20:48:34Z","Our API now supports live language model output with SSE streams.","August 14, 2023",{"_24":305,"_26":306,"_28":307,"_30":308,"_32":309},"2023-08-10-multiple-api-tokens-for-users","Multiple API tokens for users","2023-08-10T05:03:48Z","Create multiple personal API tokens for your user account.","August 10, 2023",{"_24":311,"_26":312,"_28":313,"_30":314,"_32":315},"2023-07-24-a40-gpus-now-available","A40 GPUs now available","2023-07-24T22:29:08Z","NVIDIA A40 GPUs now supported.","July 24, 2023",{"_24":317,"_26":318,"_28":319,"_30":320,"_32":321},"2023-07-21-hardware-and-pricing-for-trainable-models","Hardware and pricing for trainable models","2023-07-21T22:38:39Z","Model pages now show training hardware type and cost.","July 21, 2023",{"_24":323,"_26":324,"_28":325,"_30":326,"_32":327},"2023-07-20-training-api-for-language-models","Training API for language models","2023-07-20T01:41:29Z","We've launched a fine-tuning API for training custom language models.","July 20, 2023",{"_24":329,"_26":330,"_28":331,"_30":332,"_32":333},"2023-05-19-git-commit-and-tag-for-model-versions","Git commit and tag for model versions","2023-05-19T19:10:19Z","See Git commits and tags in model versions on Replicate.","May 19, 2023",{"_24":335,"_26":336,"_28":337,"_30":338,"_32":339},"2023-05-16-downloading-outputs","Downloading outputs","2023-05-16T19:00:48Z","Website download mechanism improved for multiple and single outputs.","May 16, 2023",{"_24":341,"_26":342,"_28":343,"_30":344,"_32":339},"2023-05-16-invoice-breakdowns","Invoice breakdowns","2023-05-16T18:49:35Z","View detailed invoice summaries with cost and model breakdowns.",{"_24":346,"_26":347,"_28":348,"_30":349,"_32":350},"2023-05-09-swift-client-library","Swift client library","2023-05-09T20:05:10Z","We've published a Swift client library for AI-powered app development.","May 9, 2023",{"_24":352,"_26":353,"_28":354,"_30":355,"_32":356},"2023-05-03-organizations","Organizations","2023-05-03T16:13:12Z","Collaborate with your team on Replicate using organizations.","May 3, 2023",{"_24":358,"_26":359,"_28":360,"_30":361,"_32":362},"2023-04-04-nodejs-client","Node.js client library","2023-04-04T17:16:05Z","We're released a Node.js client library for model predictions.","April 4, 2023",{"_24":364,"_26":365,"_28":366,"_30":367,"_32":368},"2023-03-21-more-useful-metadata-from-the-model-api","More useful metadata from the model API","2023-03-21T20:16:26Z","The \"get a model\" API now returns more metadata.","March 21, 2023",{"_24":370,"_26":371,"_28":372,"_30":373,"_32":374},"2023-03-20-get-model-input-and-output-schemas-via-the-api","Get model input and output schemas via the API","2023-03-20T21:07:49Z","All models have OpenAPI schema objects for their inputs and outputs.","March 20, 2023",{"_24":376,"_26":377,"_28":378,"_30":379,"_32":380},"2023-02-16-openapi-schema","OpenAPI schema for the public API","2023-02-16T20:23:34Z","HTTP API reference is now also available as a structured OpenAPI JSON schema.","February 16, 2023",{"_24":382,"_26":383,"_28":384,"_30":385,"_32":386},"2023-02-15-see-more-models","See more models","2023-02-15T17:38:27Z","Browse models on our new Explore page.","February 15, 2023",{"_24":388,"_26":389,"_28":390,"_30":391,"_32":392},"2023-02-10-improved-webhook-events-and-event-filtering","Improved webhook events and event filtering","2023-02-10T22:10:31Z","API sends webhook events at different prediction lifecycle stages.","February 10, 2023",{"_24":394,"_26":395,"_28":396,"_30":397,"_32":398},"2023-01-19-python-example-code-improvements","Python example code improvements","2023-01-19T18:33:16Z","API now provides complete Python example code snippets.","January 19, 2023",{"_24":400,"_26":401,"_28":402,"_30":403,"_32":404},"2023-01-16-cancel-long-running-predictions","Cancel long running predictions","2023-01-16T11:49:34Z","Cancel predictions even after navigating away from the page.","January 16, 2023",{"_24":406,"_26":407,"_28":408,"_30":409,"_32":410},"2023-01-10-brew-install-cog","brew install cog","2023-01-10T00:34:45Z","Install Cog on macOS with Homebrew using brew command.","January 10, 2023",{"_24":412,"_26":413,"_28":414,"_30":415,"_32":416},"2023-01-09-dreambooth-support-for-img2img","Dreambooth support for img2img","2023-01-09T20:51:31Z","DreamBooth API now supports img2img with prompt and image input.","January 9, 2023",{"_24":418,"_26":419,"_28":420,"_30":421,"_32":422},"2023-01-06-delete-predictions-from-the-web","Delete predictions from the web","2023-01-06T03:09:24Z","Delete prediction button available on prediction detail page","January 6, 2023",{"_24":424,"_26":425,"_28":426,"_30":427,"_32":428},"2023-01-04-api-prediction-data-no-longer-stored","API prediction data no longer stored","2023-01-04T17:50:26Z","API prediction data is automatically removed after one hour.","January 4, 2023",{"_24":430,"_26":431,"_28":432,"_30":433,"_32":434},"2022-12-06-a-proper-changelog","A proper changelog","2022-12-06T00:00:00Z","We are now publishing a dedicated changelog for product updates.","December 6, 2022",{"_24":436,"_26":437,"_28":438,"_30":439,"_32":440},"2022-12-02-stable-diffusion-has-release-notes","Stable diffusion has release notes","2022-12-02T00:00:00Z","Stable Diffusion now has release notes for version changes.","December 2, 2022",{"_24":442,"_26":443,"_28":444,"_30":445,"_32":446},"2022-11-04-higher-rate-limits","Higher rate limits","2022-11-04T00:00:00Z","Increased default rate limits for predictions up to 600 per second.","November 4, 2022",{"_24":448,"_26":449,"_28":444,"_30":450,"_32":446},"2022-11-04-infrastructure-improvements","Infrastructure improvements","Infrastructure improvements increase reliability and speed.",{"_24":452,"_26":453,"_28":454,"_30":455,"_32":456},"2022-10-19-run-your-own-models-on-nvidia-a100-gpus","Run your own models on Nvidia A100 GPUs","2022-10-19T00:00:00Z","Run models on Nvidia A100s via hardware upgrade option","October 19, 2022",{"_24":458,"_26":459,"_28":460,"_30":461,"_32":462},"2022-10-17-set-a-monthly-spend-limit","Set a monthly spend limit","2022-10-17T00:00:00Z","Set monthly spend limit to avoid surprise bills easily","October 17, 2022",{"_24":464,"_26":465,"_28":466,"_30":467,"_32":468},"2022-09-09-webhook-support-in-predictions-api","Webhook support in Predictions API","2022-09-09T00:00:00Z","API now supports webhooks for prediction completion notifications","September 9, 2022",{"_24":470,"_26":471,"_28":472,"_30":473,"_32":474},"2022-06-16-introducing-model-collections","Introducing model collections","2022-06-16T00:00:00Z","Curated collections of models for similar tasks, starting with style transfer.","June 16, 2022",{"_24":476,"_26":477,"_28":478,"_30":479,"_32":480},"2022-03-28-scrubbing-support-for-progressive-outputs","Scrubbing support for progressive outputs","2022-03-28T00:00:00Z","Scrub through model predictions to see how they evolved.","March 28, 2022","routes/changelog/detail",{"_24":95},"content/changelog/2024-10-10-dark-mode","actionData","errors"]