Coiled’s Post

Here’s what’s new from Coiled 👇 ⚙️ uv support Use uv, Astral's fast Rust-based Python package manager, to define dependencies right in your script and run it with Coiled Batch. 📦 Coiled Batch upgrades: easier parallelism + task coordination `--map-over-values` makes it easy to parallelize jobs over inputs. Built-in task metadata like task ID, cluster ID, scheduler IP addresses are great for tracking with tools like MLflow or W&B. 🚀 Distributed training with Hugging Face Accelerate Train large PyTorch models across multiple GPU-enabled VMs with just a few lines of config. Our new example shows how to scale fine-tuning in the cloud. 🪨 Learn how KoBold Metals uses Coiled to process massive geospatial datasets for battery metal discovery. ☁️ Coiled vs AWS Lambda for long-running jobs Lambda’s great, until your job runs longer than 15 minutes or needs a GPU. We wrote about how Coiled compares to Lambda, Fargate, and Batch.