[AGENT-6033 AGENT-6065] Bump version of vLLM env to v0.6.2

[elatt]

This repository is public. Do not put here any private DataRobot or customer's data: code, datasets, model artifacts, .etc.

Summary

• Bump vLLM to v0.6.2
• Bump DRUM v1.13.0b1
• Set vLLM cache dir override env vars in Dockerfile
• Stop install autoawq

Rationale

The new vLLM supports more models and also has performance improvements. The new version of drum allows us to be more nible to vLLM change by allowing us to have more changes in the Dockerfile rather than needing to rely on DRUM code changes to support new vLLM versions. We have stopped installing autoawq because it wasn't compatible with the newest version of vLLM and also isn't needed for all cases.

[devexp-slackbot[bot]]

The Needs Review labels were added based on the following file changes.

Team @datarobot/custom-models (#custom-models) was assigned because of changes in files:

public_dropin_gpu_environments/vllm/Dockerfile
public_dropin_gpu_environments/vllm/dr_requirements.txt

Team @datarobot/tracking-agent (#tracking-agent-reviews) was assigned because of changes in files:

public_dropin_gpu_environments/vllm/Dockerfile
public_dropin_gpu_environments/vllm/dr_requirements.txt

If you think that there are some issues with ownership, please discuss with C&A domain at #core-backend-domain slack channel and create PR to update DRCODEOWNERS\CODEOWNERS file.

[engprod-2[bot]]

Label Needs Review: Tracking-Agent was removed because @dulcardo is part of Tracking-Agent domain.