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fix(container): update image ghcr.io/ggml-org/llama.cpp (5b69b5a ➔ f8ec293) - #4293

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Tanguille merged 1 commit into
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renovate/ghcr.io-ggml-org-llama.cpp-server-vulkan
Aug 2, 2026
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fix(container): update image ghcr.io/ggml-org/llama.cpp (5b69b5a ➔ f8ec293)#4293
Tanguille merged 1 commit into
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renovate/ghcr.io-ggml-org-llama.cpp-server-vulkan

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@renovate

@renovate renovate Bot commented Aug 2, 2026

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This PR contains the following updates:

Package Update Change
ghcr.io/ggml-org/llama.cpp digest 5b69b5af8ec293

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deepsource-io Bot commented Aug 2, 2026

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DeepSource Code Review

We reviewed changes in a445f3c...a867a98 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 ↗

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Analyzer Status Updated (UTC) Details
JavaScript Aug 2, 2026 8:35a.m. Review ↗
Shell Aug 2, 2026 8:35a.m. Review ↗

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@coderabbitai

coderabbitai Bot commented Aug 2, 2026

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Review Change Stack

📝 Walkthrough

Walkthrough

The three Kubernetes InferenceService manifests now reference newer pinned llama.cpp Vulkan container image digests.

Changes

llama.cpp image digest updates

Layer / File(s) Summary
Update InferenceService image references
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 InferenceService manifests now use newer pinned llama.cpp Vulkan image digests.

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

Possibly related PRs

Suggested reviewers: tanguille

🚥 Pre-merge checks | ✅ 5
✅ Passed checks (5 passed)
Check name Status Explanation
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.
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly and concisely describes the container image digest update made across the affected Kubernetes model definitions.
✨ 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

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

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@@ spec.image @@
# inference.llmkube.dev/v1alpha1/InferenceService/ai/qwen3-embedding
! ± value change
- ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:5b69b5a99886b6bdc24c281b9a041c21e0e9d5502018c55098d4b09cac6ee5a4
+ ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:f8ec293aa54a6d42fa60bbfe3f37f6d4878d9df0d2e96e80f5d2dc514bcea182

@@ spec.image @@
# inference.llmkube.dev/v1alpha1/InferenceService/ai/qwen35-2b
! ± value change
- ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:5b69b5a99886b6bdc24c281b9a041c21e0e9d5502018c55098d4b09cac6ee5a4
+ ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:f8ec293aa54a6d42fa60bbfe3f37f6d4878d9df0d2e96e80f5d2dc514bcea182

@@ spec.image @@
# inference.llmkube.dev/v1alpha1/InferenceService/ai/vmcp-embedding
! ± value change
- ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:5b69b5a99886b6bdc24c281b9a041c21e0e9d5502018c55098d4b09cac6ee5a4
+ ghcr.io/ggml-org/llama.cpp:server-vulkan@sha256:f8ec293aa54a6d42fa60bbfe3f37f6d4878d9df0d2e96e80f5d2dc514bcea182

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🧹 Nitpick comments (1)
kubernetes/apps/ai/llmkube/models/qwen3-embedding.yaml (1)

39-39: 🩺 Stability & Availability | 🔵 Trivial

Validate the shared Vulkan image on AMD hardware before rollout.

After Flux reconciliation, run smoke tests for all three services and confirm Vulkan execution without CPU fallback:

  • /v1/embeddings for qwen3-embedding.
  • Qwen3.5 GDN chat with jinja: true for qwen35-2b.
  • /v1/embeddings through the ToolHive dependency path for vmcp-embedding.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

In `@kubernetes/apps/ai/llmkube/models/qwen3-embedding.yaml` at line 39, Validate
the shared Vulkan image on AMD hardware after Flux reconciliation by
smoke-testing all three affected services: /v1/embeddings for qwen3-embedding in
kubernetes/apps/ai/llmkube/models/qwen3-embedding.yaml:39-39, Qwen3.5 GDN chat
with jinja=true for qwen35-2b in
kubernetes/apps/ai/llmkube/models/qwen35-2b.yaml:36-36, and /v1/embeddings
through the ToolHive dependency path for vmcp-embedding in
kubernetes/apps/ai/llmkube/models/vmcp-embedding.yaml:45-45; confirm each uses
Vulkan execution without CPU fallback.

Source: Linked repositories

🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Nitpick comments:
In `@kubernetes/apps/ai/llmkube/models/qwen3-embedding.yaml`:
- Line 39: Validate the shared Vulkan image on AMD hardware after Flux
reconciliation by smoke-testing all three affected services: /v1/embeddings for
qwen3-embedding in kubernetes/apps/ai/llmkube/models/qwen3-embedding.yaml:39-39,
Qwen3.5 GDN chat with jinja=true for qwen35-2b in
kubernetes/apps/ai/llmkube/models/qwen35-2b.yaml:36-36, and /v1/embeddings
through the ToolHive dependency path for vmcp-embedding in
kubernetes/apps/ai/llmkube/models/vmcp-embedding.yaml:45-45; confirm each uses
Vulkan execution without CPU fallback.

ℹ️ Review info
⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro Plus

Run ID: 4b9b190b-0118-4522-b340-1c3e57cd4d47

📥 Commits

Reviewing files that changed from the base of the PR and between a445f3c and a867a98.

📒 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)

@Tanguille
Tanguille merged commit 1d33706 into main Aug 2, 2026
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@Tanguille
Tanguille deleted the renovate/ghcr.io-ggml-org-llama.cpp-server-vulkan branch August 2, 2026 10:40
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