Replicate

We've made it even easier to start building with Replicate's API. When you click on the API tab for a model, the Python example code now has everything you need to run a prediction, including code for all of the model's inputs and outputs. These new code snippets include documentation and defaults for each input, so you can focus on coding, with less context switching between the API docs and your editor.

To learn more about how to get started, check out our "Run a model from Python" guide.

Have you ever kicked off a prediction, then, after thinking about it, realized you got one of the settings wrong or wanted to tweak the prompt? Well, now you can cancel that prediction, even if you've navigated away from the page you were on or made it through the API. On the website, go to your dashboard, find the running prediction, and you'll now see it live-updating with a handy "Cancel" button.

🍏 Hey macOS users! There's now a Homebrew formula for Cog. Use brew install cog to install it, and brew upgrade cog to upgrade to the latest version. See https://github.com/replicate/cog#install

We've added img2img support to models created with our DreamBooth API.

This means you can optionally send both a prompt and initial image to generate new images (in addition to the other parameters specified in your DreamBooth model's API page).

Input:

prompt: photo of zeke playing guitar on stage at concert

image: https://www.pexels.com/photo/man-playing-red-and-black-electric-guitar-on-stage-167382/

Output:

To get started building and pushing your own DreamBooth model, check out the blog post.

You can now manually delete a prediction on the website. You'll find a "Delete" button on the prediction detail page, e.g. https://replicate.com/p/{prediction_id}. Clicking this link will completely remove the prediction from the site, including any output data and output files associated with it.

By popular request, we no longer store data for predictions made using the API.

User data is automatically removed from predictions an hour after they finish. The prediction itself is not deleted, but the input and output data for the prediction is removed. This only applies to predictions created with the API, but not predictions created on the website.

This is enabled for new accounts starting today, but we know that some users may be relying on prediction data to exist for more than an hour, so we've not enabled this for any existing accounts. If you want this enabled for your account, email us at team@replicate.com

We now have a changelog for product updates at replicate.com/changelog. We used to use a single tweet thread as our makeshift changelog, but decided it was time to make something a bit more flexible. Stay tuned for more frequent updates here!

Stable Diffusion now has release notes so you can see what's changed: replicate.com/stability-ai/stable-diffusion/versions. It only works on Stable Diffusion at the moment. Coming soon to all models so you can set release notes on your own models and see what has changed on other people's models.

We've also increased our default rate limits. You can create 10 predictions a second, bursting up to 600 predictions a second. https://replicate.com/docs/reference/http#rate-limits

We can support higher rates too – just email us: team@replicate.com

Over the past few weeks, we've made some major improvements to our infrastructure to make it more reliable and perform better. Nothing's changed from your point of view, but you'll be seeing faster response times! 🚀

You can now run your own models on Nvidia A100s. Click the settings tab on your model and select the hardware option to upgrade. 🚀

You can now set a monthly spend limit on your account to avoid getting a surprising bill. 🦆

To set a limit, visit https://replicate.com/account#limits

🪝 Our API now supports webhooks, as an alternative to polling. Specify your webhook URL when creating a prediction and we'll POST to that URL when your prediction has completed! See the API docs here: https://replicate.com/docs/reference/http#create-prediction

"We've started curating collections of models that perform similar tasks. First up is an assortment of ✨style transfer✨ models that take a content image and a style reference to produce a new image, like this starry night cat. https://replicate.com/collections/style-transfer

"When you run a model that changes over time, you can scrub back and forth to see the previous output. We've now added that scrubber to predictions in the example gallery, so you can see how they morphed into being: https://replicate.com/pixray/text2image/examples