allenai/sera-cli

239 stars · Last commit 2026-03-06

A tool to use the Ai2 Open Coding Agents Soft-Verified Efficient Repository Agents (SERA) model with Claude Code

README preview

# Ai2 Soft-Verified Efficient Repository Agents (SERA) Claude Code Proxy

This repo allows Claude Code to be used with the Ai2 Open Coding Agents SERA model.

You will need [Claude Code](https://docs.anthropic.com/en/docs/claude-code/overview) and [uv](https://docs.astral.sh/uv/getting-started/installation/) installed to set up the SERA CLI.

For more information about Open Coding Agents and SERA, see:
- [sera-cli Demo on YouTube](https://www.youtube.com/watch?v=LfLIi4ZR_jA)
- [SERA Data Generation and Training Code](https://github.com/allenai/SERA)
- [SERA Technical Report](https://allenai.org/papers/opencodingagents)
- [Ai2 Open Coding Agents Blog Post](https://allenai.org/blog/open-coding-agents)
- [Ai2 Open Coding Agents Hugging Face Collection](https://huggingface.co/collections/allenai/open-coding-agents)

## Quick Start with Modal

The fastest way to try SERA is with Modal, which handles GPU provisioning, vLLM deployment, and downloading the model automatically. This takes ~10m for the first run as ~65GB of model weights are downloaded. Subsequent runs will cache the model and start up faster.

When you exit Claude Code, the Modal app will automatically get cleaned up.

```bash

View full repository on GitHub →