Master nova follow ups - #6051

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mujtaba1747 wants to merge 37 commits into

master-nova-follow-ups

Commits on Jul 9, 2026

Feat: show_metrics() and stream_logs() helper functions (#6002)

ehsu3
and
Ealynn Hsu
authored
c0aead5

Commits on Jul 10, 2026

show_metrics() Enhancement: Display MLFlow metrics for OSS models (#6013)

ehsu3
and
Ealynn Hsu
authored
b3152fb
feat(serve): add opt-in model source tag-based resource reuse (#5993)
amazeAmazing
authored
37c371e

Commits on Jul 20, 2026

feat(train): add dry_run=True to train() (#6027)
amazeAmazing
authored
f055206
[Feat]: Job Notifications for SMTJ (#6042)

ehsu3
and
Ealynn Hsu
authored
b510361

Commits on Jul 21, 2026

[Docs] Add documentation for show_metrics(), stream_logs(), and job notification setup (#6065)

ehsu3
and
Ealynn Hsu
authored
fbbc69a
documentation: add dry-run and resource reuse docs to existing RST pages (#6061)
amazeAmazing
authored
58caf17

Commits on Jul 22, 2026

Merge branch 'master' into master-nova-follow-ups
mujtaba1747
authored
d577e50
feat(evaluate): add dry_run and caller IAM permission validation to a… (#6075)
amazeAmazing
authored
946073a
fix: SMHP RLVR image selection and storm_rbs recipe cleanup (#6079)

amazeAmazing
and
Ealynn Hsu
authored
216b5a8

Commits on Jul 23, 2026

fix: stream_logs_smhp extract training job from obj (#6084)

mujtaba1747
and
Syed Jafri
authored
cf9847c

Commits on Jul 27, 2026

Fix mlflow (oss models) metrics viz (#6102)

mujtaba1747
and
Syed Jafri
authored
0df4387

Commits on Jul 28, 2026

fix(dry_run): skip MLflow app creation during dry_run (#6100)
amazeAmazing
authored
81ecf84
Update error message on ModelBuilder when deploying from S3 checkpoint (#6111)
zhaoqizqwang
authored
f1aaedd
Add create notifications helper method (#6113)

mujtaba1747
and
Syed Jafri
authored
7a839a3

Commits on Jul 29, 2026

fix(serve): BedrockModelBuilder accepts BaseTrainer as model input (#6104)
amazeAmazing
authored
579fba2
fix(serve): fix two P0 resource-reuse bugs (instance-type reuse + Bedrock permission fail-open) (#6109)

eliseharvey
and
Elise Harvey
authored
41dcc6d
fix(train): raise on expired credentials in show_metrics log fetch (#6114)

skamal23
and
sayemkam
authored
daf6b2e
fix: serverful instance type validations + integ tests (#6124)

mujtaba1747
and
Syed Jafri
authored
7e722c5

Commits on Jul 30, 2026

Commits on Jul 31, 2026

Improve logging, error messages and minor bug fixes (#6135)
zhaoqizqwang
authored
9567a9e
fix(serve): Move endpoint reuse discovery to deploy time (#6142)

mujtaba1747
and
Syed Jafri
authored
74c0d58

Commits on Aug 4, 2026

fix: usuability update from feedback (#6150)
zhaoqizqwang
authored
a0b7d5e

Commits on Aug 5, 2026

Doc update: reorganize examples folder (#6155)
zhaoqizqwang
authored
5ccefa4
feat: bedrock model reuse for OSS models (#6157)

mujtaba1747
and
Syed Jafri
authored
6a7a962
test: add integ tests for show_metrics and model reuse (reuse_resources=True) (#6158)
amazeAmazing
authored
acd7308
feat(telemetry): Add tracking for dry_run, notifications, reuse (#6159)
zhaoqizqwang
authored
a27fbb7

Commits on Aug 6, 2026

Merge remote-tracking branch 'upstream/master' into master-nova-follow-ups
zhaoqizqwang
committed
0ebc884
fix: tail_lines in stream_logs returns last N events (true tail semantics) (#6164)
amazeAmazing
authored
715318d
Remove duplicated dry_run return
zhaoqizqwang
committed
bd336c1
fix: unit tests
zhaoqizqwang
committed
f0ef404
fix: integ test (dryrun, model reuse)
zhaoqizqwang
committed
8b9e346
fix: model reuse for Nova model
zhaoqizqwang
committed
9655cea
fix: sagemaker-train test fix, remove extra dryrun tests
zhaoqizqwang
committed
4c9b9e7

Commits on Aug 7, 2026

fix: 'ModelPackage' is not defined
zhaoqizqwang
committed
16d0ac7
fix: gpu integ test fixes
zhaoqizqwang
committed
2c953ef