29195227506
41%

Ran 12 Jul 2026 01:54PM UTC

Jobs 3

Files 34

Run time 1min

Badge

Embed ▾

Committed 12 Jul 2026 01:53PM UTC coverage: 41.419% (+0.9%) from 40.501%

Build # 29195227506

Build Type

push

github

Committed by

web-flow

Commit Message

fix: suggest valid HuggingFace model IDs when the format check fails (#43)

When pre_flight or estimate_resources received a malformed model reference
(an Ollama-style tag like qwen3:8b, or an hf:// prefixed value), the response
was a bare "Invalid HuggingFace model ID format" error with no guidance, so
users and agents retried with similarly wrong IDs.

Add a best-effort _suggest_hf_model_ids helper that normalizes the input
(drops an hf:// prefix and any Ollama-style :tag suffix) and queries
huggingface_hub.list_models for close matches, attaching them as a
"suggestions" list. estimate_resources re-wraps the helper error into a
ToolError, so propagate the suggestions into the error details there too,
which also covers pre_flight (it delegates to estimate_resources). The
lookup degrades to no suggestions when it errors or finds nothing, so
validation never depends on network access. huggingface_hub is already
a dependency.

Covered by unit tests (mocking list_models) at both the helper and the
estimate_resources tool boundary.

Fixes #40

Signed-off-by: Ahmed <ahmed.dlshad.m@gmail.com>

Coverage Stats

1016 of 2453 relevant lines covered (41.42%)

1.24 hits per line

Coverage Regressions

Lines	Coverage	∆	File
140	20.69	10.49%	trainer/api/planning.py

Jobs

ID	Job ID	Ran	Files	Coverage
1	python-3.10 - 29195227506.1	12 Jul 2026 01:54PM UTC	34	41.42	GitHub Action Run
2	python-3.11 - 29195227506.2	12 Jul 2026 01:54PM UTC	34	41.42	GitHub Action Run
3	python-3.12 - 29195227506.3	12 Jul 2026 01:54PM UTC	34	41.42	GitHub Action Run

kubeflow / mcp-server / 29195227506
41%

README BADGES
x

Markdown

Textile

RDoc

HTML

Rst

Coverage Regressions

Jobs

Source Files on build 29195227506

kubeflow / mcp-server / 29195227506 41%

README BADGES x

Markdown

Textile

RDoc

HTML

Rst

Coverage Regressions

Jobs

Source Files on build 29195227506

kubeflow / mcp-server / 29195227506
41%

README BADGES
x