test-model-qwen3-vl-8b-vit-sep-mode
test-model-qwen3-vl-8b-vit-sep-mode is an MLOps & model serving skill for AI agents, published by ModelTC in the LightLLM repository on GitHub. Skillspace rates test-model-qwen3-vl-8b-vit-sep-mode F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.
Risky. This skill has patterns associated with unsafe behaviour. Read the source carefully before running it.
LightLLM Qwen3-VL-8B-Instruct visual separation (ViT sep / proxy): three processes in order—config_server on 8090; internal Redis on 6000; visual_only with visual_rpyc 8091 and afs_image_embed_dir; normal api_server tp 2 port 8089 with visual_use_proxy_mode. After HTTP /v1/models on normal, lmms_eval mmmu_val (openai_compatible, batch 900, OPENAI_API_BASE http://HOST:8089/v1); restore https_proxy for Hub while no_proxy includes 127.0.0.1. lmms_eval_out, console log, mmmu_acc in summary. pipefail for tee exit code.
- Grade
- F
- Quality
- 45 / 100
- Safety
- Risky
- GitHub stars
- 4,169
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since.
Our review
- Architecture
- 84 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- High-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 1 collections
What the scanner flagged
- references sensitive credential env
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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