test-model-qwen3-8b-gsm8k-scenarios
test-model-qwen3-8b-gsm8k-scenarios is an LLM evaluation & observability skill for AI agents, published by ModelTC in the LightLLM repository on GitHub. Skillspace rates test-model-qwen3-8b-gsm8k-scenarios D (59/100) and it passed the safety scan; the rating is based on static analysis only.
LightLLM Qwen3-8B GSM8K multi-scenario regression: seven isolated api_server configs (baseline, vllm-fp8w8a8 quant, tpsp mix, tpsp with dp2 and dp prefill balance, cpu cache, int8kv on top of cpu cache, disk cache with LIGHTLLM_DISK_CACHE_PROMPT_LIMIT_LENGTH). Each scenario then lm_eval gsm8k batch 500. Scenarios 5–7 run lm_eval twice for cache hit. Per-scenario LOG_DIR, server.log, eval logs, summary.txt. Default MODEL_DIR /mtc/models/qwen3-8b; DISK_CACHE_DIR /mtc/test/tmp/ for scenario 7; ask user if paths invalid. Fixed HTTP port 8089 (not configurable). nvidia-smi GPUs, port listen not health, clear proxies and no_proxy.
- Grade
- D
- Quality
- 59 / 100
- Safety
- Passed
- GitHub stars
- 4,169
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 84 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 1 collections
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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