evaluating-code-models SKILL.md skillA
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evaluating-code-models from foryourhealth111-pixel/vibe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add foryourhealth111-pixel/vibe-skills/evaluating-code-models@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- foryourhealth111-pixel/vibe-skills
- Path
bundled/skills/evaluating-code-models/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Feb 26, 2026
- Size
- 11,696 bytes
- Repository stars
- 3,758
- License
- Apache-2.0
Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when benchmarking code models, comparing coding abilities, testing multi-language support, or measuring code generation quality. Industry standard from BigCode Project used by HuggingFace leaderboards.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# BigCode Evaluation Harness - Code Model Benchmarking ## Quick Start BigCode Evaluation Harness evaluates code generation models across 15+ benchmarks including HumanEval, MBPP, and MultiPL-E (18 languages). **Installation**: ```bash git clone https://github.com/bigcode-project/bigcode-evaluation-harness.git cd bigcode-evaluation-harness pip install -e . accelerate config ``` **Evaluate on HumanEval**: ```bash accelerate launch main.py \ --model bigcode/starcoder2-7b \ --tasks humaneval \ --max_length_generation 512 \ --temperature 0.2 \ --n_samples 20 \ --batch_size 10 \ --allow_code_execution \ --save_generations ``` **View available tasks**: ```bash python -c "from bigcode_eval.tasks import ALL_TASKS; print(ALL_TASKS)" ``` ## Common Workflows ### Workflow 1: Standard Code Benchmark Evaluation Evaluate model on core code benchmarks (HumanEval, MBPP, HumanEval+). **Checklist**: ``` Code Benchmark Evaluation: - [ ] Step 1: Choose benchmark suite - [ ] Step 2: Configure model and generation - [ ] Step 3: Run evaluation with code execution - [ ] Step 4: Analyze pass@k results ``` **Step 1: Choose benchmark suite** **Python code generation** (most common): …
Read the whole file at its exact version.
How to install
mdr add foryourhealth111-pixel/vibe-skills/evaluating-code-models@sha256:7c46e8eb3ca8d4f5The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_e6tp4nbp6ivzx6qe)
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Versions
The registry has recorded 1 version of this file, committed on Feb 26, 2026.
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- pass: No instruction to send local credentials anywhere
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Source
foryourhealth111-pixel/vibe-skills · 3,758 stars · license Apache-2.0 · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_e6tp4nbp6ivzx6qe GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/evaluating-code-models GET https://markdownregistry.com/api/v1/blob/7c46e8eb3ca8d4f51769162d16d87a7dff5ec0c4609131fd3c62fcb463522874
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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