Deployment
Deployment Guide
Deployment Matrix
| Environment | Sharding | Live Serve | Regression Gate | Effort |
|---|---|---|---|---|
| Local Deployment | Manual via env vars | nel serve | nel compare | Minimal |
| Docker Compose | Per-container env vars | docker-compose service | Script | Low |
| SLURM | nel eval run with executor config | nel serve | sbatch chain | Medium |
| Kubernetes Deployment | Indexed Job | Deployment + Service | CI pipeline | Medium |
| Ray Deployment | @ray.remote tasks | N/A | Script | Medium |
| GitLab CI | CI variables per job | N/A | regression:check stage | Low |