---
name: coreweave-rate-limits
description: |
  Handle CoreWeave API and GPU quota limits.
  Use when hitting quota limits, managing GPU resource allocation,
  or implementing request queuing for inference endpoints.
  Trigger with phrases like "coreweave quota", "coreweave limits",
  "coreweave gpu allocation", "coreweave throttle".
allowed-tools: Read, Write, Edit, Bash(kubectl:*)
version: 1.0.0
license: MIT
author: Jeremy Longshore <jeremy@intentsolutions.io>
tags: [saas, gpu-cloud, kubernetes, inference, coreweave]
compatible-with: claude-code
---

# CoreWeave Rate Limits

## Overview

CoreWeave limits are primarily GPU quota-based rather than API rate limits. Each namespace has allocated GPU quotas per type.

## Check GPU Quota

```bash
kubectl describe resourcequota -n my-namespace
kubectl get resourcequota -o json | jq '.items[].status'
```

## Inference Request Queuing

```python
import asyncio
from collections import deque

class InferenceQueue:
    def __init__(self, max_concurrent: int = 10):
        self.semaphore = asyncio.Semaphore(max_concurrent)
        self.queue_depth = 0

    async def inference(self, client, prompt: str) -> str:
        self.queue_depth += 1
        async with self.semaphore:
            try:
                return await asyncio.to_thread(client.generate, prompt)
            finally:
                self.queue_depth -= 1
```

## Resources

- [CoreWeave Node Pools](https://docs.coreweave.com/products/cks/nodes/manage)

## Next Steps

For security, see `coreweave-security-basics`.