KServe Files

What's Changed

• build(make): add optional overrides include to Makefile by @bartoszmajsak in https://github.com/kserve/kserve/pull/5164
• fix: skip _folder to package helm chart by @Jooho in https://github.com/kserve/kserve/pull/5186
• refactor(e2e/llmisvc): flexible endpoint testing by @bartoszmajsak in https://github.com/kserve/kserve/pull/5093
• refactor: change kserve chart name to kserve-resources by @Jooho in https://github.com/kserve/kserve/pull/5190
• feat(release): add draft release automation and improve release process by @Jooho in https://github.com/kserve/kserve/pull/5191
• feat: 5060 CSV and Parquet marshallers by @cjohannsen-cloudera in https://github.com/kserve/kserve/pull/5115
• feat(ci): conditionally trigger helm or kustomize e2e tests based on … by @Jooho in https://github.com/kserve/kserve/pull/5193
• fix(llmisvc): resolve LWS leader address for ZMQ and increase /dev/shm by @bartoszmajsak in https://github.com/kserve/kserve/pull/5155
• fix(utils): prevent overwriting existing SecurityContext when configu… by @fyuan1316 in https://github.com/kserve/kserve/pull/5167
• chore: add MAINTAINERS.md for LFX Insights by @terrytangyuan in https://github.com/kserve/kserve/pull/5195
• feat(logger): log occurrence and record time in CloudEvents by @samuelkim7 in https://github.com/kserve/kserve/pull/5139
• fix(llmisvc): handle missing LWS CRD gracefully by @bartoszmajsak in https://github.com/kserve/kserve/pull/5201
• feat: include GIE CRDs as part of Kserve bundle by @pierDipi in https://github.com/kserve/kserve/pull/5214
• fix: add helm chart version to kserve-runtime-configs by @Jooho in https://github.com/kserve/kserve/pull/5209
• modelcache: add Namespace Scoped ModelCache by @VedantMahabaleshwarkar in https://github.com/kserve/kserve/pull/4887
• release: prepare release v0.17.0-rc1 by @Jooho in https://github.com/kserve/kserve/pull/5222
• fix(llmisvc): add validations for unsupported scaling configurations by @vivekk16 in https://github.com/kserve/kserve/pull/5212
• fix(make): increase test timeout from 20m to 30m by @bartoszmajsak in https://github.com/kserve/kserve/pull/5165
• fix: improve cherry-pick workflow with validation and PR fetch by @Jooho in https://github.com/kserve/kserve/pull/5233
• chore: bump kustomize from v5.5.0 to v5.8.0 by @bartoszmajsak in https://github.com/kserve/kserve/pull/5218
• feat(llmisvc): add build hooks for distribution-specific logic by @bartoszmajsak in https://github.com/kserve/kserve/pull/5217
• test(llmisvc): unit tests for versioned config resolution by @bartoszmajsak in https://github.com/kserve/kserve/pull/5182
• fix: resolve go test -cover failure by @bartoszmajsak in https://github.com/kserve/kserve/pull/5178
• fix(build): fall back to existing version when URL verification fails by @bartoszmajsak in https://github.com/kserve/kserve/pull/5180
• feat: allow configuring GatewayClass for llmisvc e2e tests by @pierDipi in https://github.com/kserve/kserve/pull/5238
• feat: upgrade llm-d to 0.6 by @pierDipi in https://github.com/kserve/kserve/pull/5121
• fix(llmisvc): add default for MinReplicas & make MaxReplicas required int32 by @vivekk16 in https://github.com/kserve/kserve/pull/5237
• feat(llmisvc): add --disable-uvicorn-access-log to vllm configs by @pierDipi in https://github.com/kserve/kserve/pull/5154
• feat: merge target branch in each GH action job by @pierDipi in https://github.com/kserve/kserve/pull/5232
• feat(llmisvc): implement autoscaling for WVA and KEDA/HPA integration by @vivekk16 in https://github.com/kserve/kserve/pull/5194
• feat: add storage migration for LLMinferenceService APIs by @pierDipi in https://github.com/kserve/kserve/pull/5149
• fix(llmisvc): add missing os.Exit(1) after controller setup failure by @vivekk16 in https://github.com/kserve/kserve/pull/5242
• fix: change wrong crd kustomization update by @spolti in https://github.com/kserve/kserve/pull/5234
• fix: to install specific kserve version with kustomize script by @Jooho in https://github.com/kserve/kserve/pull/5247
• test(llmisvc): add envtest integration tests for scaling reconciliation by @vivekk16 in https://github.com/kserve/kserve/pull/5246
• release: prepare release v0.17.0 by @Jooho in https://github.com/kserve/kserve/pull/5248
• feat(llmisvc): evaluate both InferencePool readiness by @bartoszmajsak in https://github.com/kserve/kserve/pull/5202
• fix(ci): configure git identity for merge commits in CI workflows by @pierDipi in https://github.com/kserve/kserve/pull/5251
• feat(llmisvc): update LLMInferenceServiceConfig and add TLS flag by @pierDipi in https://github.com/kserve/kserve/pull/5249
• chore: migrate Python formatter from black to ruff format by @jlost in https://github.com/kserve/kserve/pull/5000
• fix(ci): add readiness to seaweedfs deployment by @pierDipi in https://github.com/kserve/kserve/pull/5267
• feat: replace vllm-cpu image with upstream built image by @pierDipi in https://github.com/kserve/kserve/pull/5264
• fix(e2e): retry predict on transient gateway errors by @pierDipi in https://github.com/kserve/kserve/pull/5266
• feat: enable scheduler TLS cert reload by @pierDipi in https://github.com/kserve/kserve/pull/5260
• feat: adding version overrides helm chart dependencies by @andresllh in https://github.com/kserve/kserve/pull/5268
• fix(ci): restrict workflow re-run to repo collaborators by @bartoszmajsak in https://github.com/kserve/kserve/pull/5280
• fix: prevent double-build when pushing llmisvc-controller image by @israel-hdez in https://github.com/kserve/kserve/pull/5207
• chore(ci): align action versions across workflows by @bartoszmajsak in https://github.com/kserve/kserve/pull/5277
• fix(ci): correct self-referencing path in llmisvc docker workflow by @bartoszmajsak in https://github.com/kserve/kserve/pull/5275
• fix(ci): add missing disk space cleanup to docker push jobs by @bartoszmajsak in https://github.com/kserve/kserve/pull/5278
• chore: support for merge queue by @israel-hdez in https://github.com/kserve/kserve/pull/5253
• ci: optimize Go Dockerfiles for faster CI builds by @bartoszmajsak in https://github.com/kserve/kserve/pull/5273
• modelcache: run namespace-scoped download jobs in jobNamespace by @VedantMahabaleshwarkar in https://github.com/kserve/kserve/pull/5262
• chore(ci): remove redundant Go dependency download step by @bartoszmajsak in https://github.com/kserve/kserve/pull/5279
• ci: improve GHA runner infra (disk cleanup, minikube addons) by @bartoszmajsak in https://github.com/kserve/kserve/pull/5281
• feat(llmisvc): add extra_headers to wait_for_model_response by @jlost in https://github.com/kserve/kserve/pull/5215
• feat(localmodel): add build hooks for distribution-specific logic by @VedantMahabaleshwarkar in https://github.com/kserve/kserve/pull/5263
• [WIP] feat: detect Gateway for auto-migration to v1 InferencePool by @pierDipi in https://github.com/kserve/kserve/pull/5041
• fix: include 0.17.0 installation scripts by @Jooho in https://github.com/kserve/kserve/pull/5256
• fix: replace MD5 with SHA-256 in e2e fixtures by @maskarb in https://github.com/kserve/kserve/pull/5271
• fix: "[WIP] feat: detect Gateway for auto-migration to v1 InferencePool" by @pierDipi in https://github.com/kserve/kserve/pull/5316
• fix(llmisvc): migrate tokenProcessorConfig and blockSize by @pierDipi in https://github.com/kserve/kserve/pull/5305
• ci: improvements for setup-uv and build-graph image by @bartoszmajsak in https://github.com/kserve/kserve/pull/5220
• build: optimize Python Dockerfile caching and build context by @bartoszmajsak in https://github.com/kserve/kserve/pull/5274
• chore: bump mlserver seldon image to latest 1.7.1 by @seBasKov in https://github.com/kserve/kserve/pull/4573
• fix(llmisvc): autoscaling config logging by @Gregory-Pereira in https://github.com/kserve/kserve/pull/5304
• fix(llmisvc): remove unreachable RefsInvalid early-return guards by @bartoszmajsak in https://github.com/kserve/kserve/pull/5288
• chore(hack): remove legacy quick install scripts by @Jooho in https://github.com/kserve/kserve/pull/5289
• refactor(test): migrate pod webhook suite to centralized envtest setup by @bartoszmajsak in https://github.com/kserve/kserve/pull/5179
• chore: fix CVE-2026-32597 PyJWT crit header validation by @spolti in https://github.com/kserve/kserve/pull/5283
• feat: update .gitattributes with all generated files by @pierDipi in https://github.com/kserve/kserve/pull/5258
• fix(deps): bump go.opentelemetry.io/otel/sdk to v1.40.0 by @SebastienSyd in https://github.com/kserve/kserve/pull/5199
• chore(config): clean up trailing whitespaces by @juhyeon-cha in https://github.com/kserve/kserve/pull/5300
• fix(llmisvc): remove cert-hash restart annotation from scheduler by @bartoszmajsak in https://github.com/kserve/kserve/pull/5308
• fix(llmisvc): defer storage migration until webhooks are serving by @bartoszmajsak in https://github.com/kserve/kserve/pull/5286
• fix(controllers): gracefully handle resource deletion by @bartoszmajsak in https://github.com/kserve/kserve/pull/5252
• fix(build): pin setup-envtest by @bartoszmajsak in https://github.com/kserve/kserve/pull/5323
• chore: pin standalone kustomize and decouple from kubectl by @jlost in https://github.com/kserve/kserve/pull/5322
• ci: reduce Go image build times by @bartoszmajsak in https://github.com/kserve/kserve/pull/5287
• refactor(llmisvc): simplify EPPServiceName guard logic by @bartoszmajsak in https://github.com/kserve/kserve/pull/5107
• feat(llmisvc): propagate imagePullSecrets from default SA by @pierDipi in https://github.com/kserve/kserve/pull/5324
• test: centralizes logger setup by @bartoszmajsak in https://github.com/kserve/kserve/pull/5042
• fix: merge automation by @pierDipi in https://github.com/kserve/kserve/pull/5328
• ci: add pinact to pin GitHub Actions to SHA by @pierDipi in https://github.com/kserve/kserve/pull/5320
• fix(test): ensures GinkgoRecover is used correctly by @bartoszmajsak in https://github.com/kserve/kserve/pull/5171
• fix(ci): pins github actions in license check by @bartoszmajsak in https://github.com/kserve/kserve/pull/5329
• fix(ci): 'commit not found' in go-security-scan upload-sarif by @Jooho in https://github.com/kserve/kserve/pull/5336
• feat(llmisvc): upgrade WVA dependency from v0.5.1 to v0.6.0-rc3 by @vivekk16 in https://github.com/kserve/kserve/pull/5333
• docs: add e2e guide for running GPT-OSS-20B with LLMInferenceService by @sbekkerm in https://github.com/kserve/kserve/pull/5150
• fix: 5337: upgrade vLLM to 0.17.1 by @cjohannsen-cloudera in https://github.com/kserve/kserve/pull/5338
• feat: add offset_mapping output for HuggingFace token classification by @Yuuuuuu0319 in https://github.com/kserve/kserve/pull/5244
• fix(llmisvc): always set status.URL with a discovered address by @pierDipi in https://github.com/kserve/kserve/pull/5339
• feat(ingress): add DisableHTTPRouteTimeout config flag for GKE Gateway by @sophieliu15 in https://github.com/kserve/kserve/pull/5313
• feat: add /v1/responses HTTPRoute for OpenAI Responses API support by @RishabhSaini in https://github.com/kserve/kserve/pull/5291
• chore(llmisvc): bump LLMISvc dependency versions by @vivekk16 in https://github.com/kserve/kserve/pull/5344
• feat: block PYTHONPATH env var in ISVC and ServingRuntime webhooks by @Jooho in https://github.com/kserve/kserve/pull/5340
• fix(llmisvc): upgrading to LLM-D v0.6.0 for llmisvc by @Gregory-Pereira in https://github.com/kserve/kserve/pull/5346
• feat(llmisvc): add platform hooks for networking and manager cfg by @bartoszmajsak in https://github.com/kserve/kserve/pull/5240
• feat(llmisvc): enable LWS as autoscaling target for multi-node workloads by @vivekk16 in https://github.com/kserve/kserve/pull/5356
• fix: hardcode Status.Address scheme to http in raw deployment by @jlost in https://github.com/kserve/kserve/pull/5363
• chore: remove coverage badge by @israel-hdez in https://github.com/kserve/kserve/pull/5298
• feat(multinode): add groundwork for multinode support without ray by @Jooho in https://github.com/kserve/kserve/pull/5366
• fix: upgrade vLLM to 0.19.0 by @cjohannsen-cloudera in https://github.com/kserve/kserve/pull/5367
• fix: enforce PSS restricted profile on LLMInferenceService default template by @alokdangre in https://github.com/kserve/kserve/pull/5302
• fix: recover multi download flag in default CSC by @israel-hdez in https://github.com/kserve/kserve/pull/5368
• fix(agent): mirror user-defined httpGet path onto agent readiness probe by @reyshazni in https://github.com/kserve/kserve/pull/5345
• fix(llmisvc): shorten webhook name to comply with 63-char label limit by @spolti in https://github.com/kserve/kserve/pull/5381
• fix: CVE-2026-33186 gRPC authorization bypass by @sivanantha321 in https://github.com/kserve/kserve/pull/5342
• docs: fix typo in OpenShift guide by @iranzo in https://github.com/kserve/kserve/pull/5197
• revert(llmisvc): restore original webhook names, reverts [#5381] by @bartoszmajsak in https://github.com/kserve/kserve/pull/5398
• fix: intermittent 403 Forbidden errors during S3 model download by @agoston in https://github.com/kserve/kserve/pull/5393
• feat(llmisvc): add SectionName support to Gateway refs by @bartoszmajsak in https://github.com/kserve/kserve/pull/5410
• build: add GOTAGS build arg to manager and agent Dockerfiles by @bartoszmajsak in https://github.com/kserve/kserve/pull/5403
• refactor(test): migrate credentials suite to NewEnvTest by @bartoszmajsak in https://github.com/kserve/kserve/pull/5397
• fix: address CVE-2026-30922: pyasn1 Vulnerable to DoS by @spolti in https://github.com/kserve/kserve/pull/5404
• feat(release): add Copilot CLI release automation by @Jooho in https://github.com/kserve/kserve/pull/5419
• release: prepare release v0.18.0-rc0 by @Jooho in https://github.com/kserve/kserve/pull/5422
• release: prepare release v0.18.0-rc1 by @Jooho in https://github.com/kserve/kserve/pull/5435
• release: prepare release v0.18.0 by @Jooho in https://github.com/kserve/kserve/pull/5462

New Contributors

• @fyuan1316 made their first contribution in https://github.com/kserve/kserve/pull/5167
• @seBasKov made their first contribution in https://github.com/kserve/kserve/pull/4573
• @Gregory-Pereira made their first contribution in https://github.com/kserve/kserve/pull/5304
• @SebastienSyd made their first contribution in https://github.com/kserve/kserve/pull/5199
• @Yuuuuuu0319 made their first contribution in https://github.com/kserve/kserve/pull/5244
• @sophieliu15 made their first contribution in https://github.com/kserve/kserve/pull/5313
• @RishabhSaini made their first contribution in https://github.com/kserve/kserve/pull/5291
• @alokdangre made their first contribution in https://github.com/kserve/kserve/pull/5302
• @reyshazni made their first contribution in https://github.com/kserve/kserve/pull/5345
• @iranzo made their first contribution in https://github.com/kserve/kserve/pull/5197

Full Changelog: https://github.com/kserve/kserve/compare/v0.17.0...v0.18.0