fix(container): update image ghcr.io/ggml-org/llama.cpp (f8ec293 ➔ 938a0fe)

[renovate]

This PR contains the following updates:

Package	Update	Change
ghcr.io/ggml-org/llama.cpp	digest	f8ec293 → 938a0fe

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Summary by CodeRabbit

• Maintenance
  • Updated the underlying serving runtime for the Qwen3 Embedding, Qwen3.5 2B, and VMCP Embedding AI models.
  • The services now use refreshed, pinned runtime versions while preserving existing model functionality and deployment behavior.
  • No user-facing configuration or API changes are included.

[coderabbitai]

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info

⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro Plus

Run ID: d4894bbd-ab79-4ef1-8e34-b5cac10a729d

📥 Commits

Reviewing files that changed from the base of the PR and between 5bce96a and 4fbd3cc.

📒 Files selected for processing (3)

• kubernetes/apps/ai/llmkube/models/qwen3-embedding.yaml
• kubernetes/apps/ai/llmkube/models/qwen35-2b.yaml
• kubernetes/apps/ai/llmkube/models/vmcp-embedding.yaml

🔗 Linked repositories identified

CodeRabbit considers these linked repositories for cross-repo context during reviews:

• Tanguille/LLMKube (auto-detected)
• Tanguille/toolhive (auto-detected)
• Tanguille/pr-reviewer-action (auto-detected)
• Tanguille/2x-R9700-RDNA4-GFX1201-sglang-inference (auto-detected)

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📝 Walkthrough

Walkthrough

Three Kubernetes InferenceService manifests update their pinned llama.cpp Vulkan container image digests.

Changes

llama.cpp Vulkan digest updates

Layer / File(s)	Summary
Update InferenceService images kubernetes/apps/ai/llmkube/models/qwen3-embedding.yaml, kubernetes/apps/ai/llmkube/models/qwen35-2b.yaml, kubernetes/apps/ai/llmkube/models/vmcp-embedding.yaml	The three model manifests now reference new immutable llama.cpp Vulkan image digests.

Estimated code review effort: 1 (Trivial) | ~2 minutes

Possibly related PRs

• Tanguille/cluster#4160: Updates the pinned llama.cpp Vulkan image digest in the same three manifests.
• Tanguille/cluster#4173: Updates the same InferenceService image digests in all three manifests.
• Tanguille/cluster#4181: Updates the pinned llama.cpp Vulkan image digests in the same three manifests.

Suggested reviewers: tanguille

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly identifies the llama.cpp container image update and includes the old and new revisions.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch renovate/ghcr.io-ggml-org-llama.cpp-server-vulkan

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_{Comment @coderabbitai help to get the list of available commands.}

[tanguille-cluster]

@@ spec.image @@
# inference.llmkube.dev/v1alpha1/InferenceService/ai/qwen3-embedding
! ± value change
- ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:f8ec293aa54a6d42fa60bbfe3f37f6d4878d9df0d2e96e80f5d2dc514bcea182
+ ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:938a0fed6f4f83d00e0c2bac0c9ddfef343b2e8b2fd493a0abc442c4edb346ef

@@ spec.image @@
# inference.llmkube.dev/v1alpha1/InferenceService/ai/qwen35-2b
! ± value change
- ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:f8ec293aa54a6d42fa60bbfe3f37f6d4878d9df0d2e96e80f5d2dc514bcea182
+ ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:938a0fed6f4f83d00e0c2bac0c9ddfef343b2e8b2fd493a0abc442c4edb346ef

@@ spec.image @@
# inference.llmkube.dev/v1alpha1/InferenceService/ai/vmcp-embedding
! ± value change
- ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:f8ec293aa54a6d42fa60bbfe3f37f6d4878d9df0d2e96e80f5d2dc514bcea182
+ ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:938a0fed6f4f83d00e0c2bac0c9ddfef343b2e8b2fd493a0abc442c4edb346ef

[deepsource-io]

DeepSource Code Review

We reviewed changes in 5bce96a...4fbd3cc on this pull request. Below is the summary for the review, and you can see the individual issues we found as inline review comments.

See full review on DeepSource ↗

PR Report Card

Overall Grade

Security   Reliability   Complexity   Hygiene

Code Review Summary

Analyzer	Status	Updated (UTC)	Details
JavaScript		Aug 3, 2026 7:18a.m.	Review ↗
Shell		Aug 3, 2026 7:18a.m.	Review ↗

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