A candidate-scoring head returns distributions for gates, routes and scores without decoding prose or JSON answers. The README compares a benchmark-trained AgentJev specialist with Jev 1.13.0 evaluated zero-shot; these use different training conditions.
club-170hx: Community-tested recipes, diagnostics, and benchmarks
PixelML/club-170hx
VerifiedResearchDocumented
club-170hx: Community-tested recipes, diagnostics, and benchmarks for CMP 170HX AI workloads. Explore the Jev references, Jupyter Notebook source code and similar projects.
Repository description: Community-tested recipes, diagnostics, and benchmarks for CMP 170HX AI workloads
Get started
Clone the repository and follow its README for install and usage. JevHunt has not run this project.
git clone https://github.com/PixelML/club-170hx.gitProject facts
- Relationship to Jev
- Research
- Evidence
- Documented
- Language
- Jupyter Notebook
- License
- Apache-2.0
- Origin
- Original repository
- Repository status
- Not archived
- Created
- 2026-08-30
- Last code update
- 2026-09-27
- GitHub stars
- 62
- Evidence checked
- Sep 29, 2026
- Metadata checked
- Sep 29, 2026
- Check status
- Up to date
Stars measure the whole repository, including work unrelated to Jev.
Evidence and scope
Documented records the linked documentation or source. JevHunt has not independently run or benchmarked this project.
| 2026-09-20 | Qwen3.8-27B W4A16 GPTQ as a **no-train Jev-compatible endpoint** (`/v1/systemone`), 1x CMP 170HX, vLLM sm80 | **Classification works on this card and survived its first production workload; the calibration is the project. No-train method: stock W4A16 checkpoint served read-only, and the only fitted quantity (a temperature) failed leave-one-out. Production (2026-09-21): an LLM-as-judge annotation pilot, 19,045 annotations in 4.5 h, 0 failures, 5 permutation reads/annotation, 1,952
Evidence commit: 17fe827c209d3c20a4a1b065bed1ddac9e504283
Discovered through: github-search.
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