# jamesherry

## Recent Posts

- [From R1‑Zero to R1: How Multi‑Stage Training Supercharged DeepSeek’s Reasoning ](https://paragraph.com/@jamesherry/from-r1%E2%80%91zero-to-r1)

## Blog Information

- [Homepage](https://paragraph.com/@jamesherry/): Main blog page
- [RSS Feed](https://api.paragraph.com/blogs/rss/@jamesherry): Subscribe to updates

## Optional

- [All Posts](https://paragraph.com/@jamesherry/): Complete post archive
- [Sitemap](https://paragraph.com/@jamesherry/sitemap-index.xml): XML sitemap for crawlers