| --- |
| license: mit |
| language: |
| - en |
| tags: |
| - tool-use |
| - function-calling |
| - benchmark |
| - quantization |
| - evaluation |
| pretty_name: QuantCall Evaluation Suite |
| dataset_info: |
| features: |
| - name: id |
| dtype: string |
| - name: tier |
| dtype: string |
| - name: category |
| dtype: string |
| - name: query |
| dtype: string |
| - name: tools |
| sequence: string |
| - name: ground_truth_calls |
| sequence: string |
| - name: expects_call |
| dtype: bool |
| splits: |
| - name: smoke_v1 |
| num_examples: 10 |
| --- |
| |
| # QuantCall Evaluation Suite |
|
|
| Deterministic, versioned evaluation samples used by the |
| [QuantCall benchmark](https://github.com/Happynood/quant-toolcall-bench) |
| to measure how quantization degrades LLM function-calling reliability. |
|
|
| ## Contents |
|
|
| | File | Description | |
| |------|-------------| |
| | `data/smoke_v1.jsonl` | T0 smoke tier — 10 hand-crafted instances, always available without a GPU | |
| | `data/schemas/tool_schemas.json` | Extracted JSON Schemas for all tools in `smoke_v1` | |
|
|
| ## Format |
|
|
| Each instance in `smoke_v1.jsonl` is one JSON object per line: |
|
|
| ```json |
| { |
| "id": "T0-001", |
| "tier": "T0", |
| "category": "simple", |
| "query": "What is the weather like in Paris?", |
| "tools": [{"name": "get_weather", "description": "...", "json_schema": {...}}], |
| "ground_truth_calls": [{"name": "get_weather", "arguments": {"city": "Paris"}}], |
| "expects_call": true |
| } |
| ``` |
|
|
| ## Versioning |
|
|
| Files are version-pinned (`smoke_v1`, `smoke_v2`, …). Never overwrite a pinned |
| version; add new versions when the evaluation set changes. This ensures all |
| published results remain reproducible against the exact sample they were run on. |
|
|
| ## Links |
|
|
| - GitHub: https://github.com/Happynood/quant-toolcall-bench |
| - Results dataset: https://huggingface.co/datasets/Happynood/quantcall-results |
| - Leaderboard: https://huggingface.co/spaces/Happynood/quantcall-leaderboard |
|
|
