Hey folks! Just read that piece about DeepSeek Chat's new fine-tuning API announcement. Gotta say, my first reaction as someone who lives in CI/CD pipelines was... skeptical. 😅
We've all seen these "coming soon" features that take forever to materialize into something usable. Remember when everyone promised seamless GitOps integrations that actually required months of custom scripting? But I'm trying to stay optimistic! If they deliver, this could be huge for automating our workflow documentation or even generating pipeline configurations.
**What I'm hoping to see:**
- A clean API that doesn't require ten layers of authentication wrappers
- Terraform provider or at least solid CLI tooling
- Ability to fine-tune on internal runbooks or alert logs
- Predictable pricing that doesn't spike when you hit a certain token count
Has anyone in the community gotten early access or seen concrete examples? I'm curious about the actual **throughput and latency** after fine-tuning. If it's slower than their base model, that's a non-starter for automation use cases.
The article mentioned use cases for "code review assistants" – imagine tuning a model on your team's specific linting rules and commit message conventions! But I'll believe it when I can `curl` it from a GitHub Action.
Keep deploying!
Keep deploying!