updated docker overrides

[kheiss-uwzoo]

Summary

1. Tip in Step 1f (Start core services)

Tip that explains overrides in one sentence and links to the new section:
"Use a docker compose override file to reduce VRAM usage. Override files typically lower per-service memory allocation, batch sizes, or concurrency..."

2. New section: "Docker Compose override files"

• Added a dedicated section (after Profile Information, before Specify MIG slices) that:
• Explains overrides: When default compose exceeds VRAM, override files reduce memory/batch size/concurrency so the pipeline fits on one GPU.
• Explains usage: Use a second -f with the override file; Docker Compose merges and the override wins.
• Lists all current override files in a table:

Override file	GPU target
docker-compose.a10g.yaml	NVIDIA A10G
docker-compose.a100-40gb.yaml	NVIDIA A100-SXM4-40GB
docker-compose.l40s.yaml	NVIDIA L40S

• Covers RTX Pro 6000 Server Edition: Notes that for this GPU and others with limited VRAM, users should pick the override that best matches GPU memory (e.g. docker-compose.l40s.yaml or docker-compose.a10g.yaml). (There is no docker-compose.rtx-pro-6000.yaml in the repo.)

Adds examples for A100 40GB, A10G, and L40S.

[nkmcalli]

A few suggestions.

[nkmcalli]

Same comment here - please adjust and add an intro sentence

[kheiss-uwzoo]

Updated per comment

[nkmcalli]

Same comment here - please adjust and add an intro sentence

[kheiss-uwzoo]

Updated per review comment

[kheiss-uwzoo]

updated file per review comment