---
pretty_name: FORGE-Bench (Test Split)
license: cc-by-nc-4.0
language:
- en
task_categories:
- text-generation
tags:
- structured-planning
- assembly-rework
- interlocking-assembly
size_categories:
- 1K<n<10K
configs:
- config_name: default
  data_files:
  - split: test
    path: test.jsonl
---

# FORGE-Bench: Public Test Split

This repository contains the **1,000 public test inputs** for
**FORGE: Fault-Oriented Rework Code Generation for Executable Interlocking Assembly**.
The intended Hugging Face repository is `QLU-LLM/FORGE-Bench`.

The paper describes a benchmark of **4,000 tasks across 26 assemblies**, with
**3,000 training tasks across 21 assemblies** and **1,000 test tasks across 5 held-out assemblies**.
**Only the test split is distributed in this repository.** The paper's full benchmark size
must not be confused with the number of records available here.

## Files

```text
README.md
.gitattributes
test.jsonl
data_types.py
SHA256SUMS.txt
metadata/
  dataset_manifest.json
  assembly_manifest.json
```

| Released split | Records | Assemblies | Reference answers |
|---|---:|---:|---|
| test | 1,000 | 5 | Not included |

No training or validation records are included. No model predictions, experiment results,
human assessment records, LLM judge records, or scoring scripts are included.
This release uses JSONL; no Parquet file is supplied.

## Record format

Each line in `test.jsonl` is one JSON object:

| Field | Type | Meaning |
|---|---|---|
| `id` | string | Original sample identifier |
| `assembly_id` | string | Assembly identifier |
| `split` | string | Always `test` |
| `public_task` | object | Structured task input |

`public_task` contains `task`, `initial_state`, `target_state`, `actual_state`,
`assembly_graph`, `blocking_graph`, `contact_graph`, `constraint_graph`,
`action_space`, `part_catalog`, and `task_public_metadata`.

The supplied action space declares `remove`, `insert`, `reset_pose`, `replace`,
`rotate_translate_to_unlock`, and `translate_rotate_to_lock`.
The JSONL file is a byte-for-byte copy of the existing public test release:
record IDs, ordering, and task contents have not been changed for this organization release.
Some identifiers retain historical version strings; they are preserved for traceability.

## Assembly distribution

| Assembly | Test records |
|---|---:|
| `parametric_helical_gate_11` | 260 |
| `parametric_offset_core_09` | 200 |
| `parametric_pyramid_lock_05` | 170 |
| `parametric_t_lock_07` | 170 |
| `parametric_tower_lock_10` | 200 |
| **Total** | **1,000** |

## Loading

Load locally using the Python standard library, preserving the nested task objects:

```python
import json

with open("test.jsonl", encoding="utf-8") as handle:
    test = [json.loads(line) for line in handle if line.strip()]

assert len(test) == 1000
print(test[0]["id"])
```

After publication, download the original JSONL from the Hub:

```python
import json
from huggingface_hub import hf_hub_download

path = hf_hub_download(
    repo_id="QLU-LLM/FORGE-Bench",
    filename="test.jsonl",
    repo_type="dataset",
)
with open(path, encoding="utf-8") as handle:
    test = [json.loads(line) for line in handle if line.strip()]
```

`data_types.py` also provides a small standard-library JSONL reader.

## Scope and availability

This is a structured-input dataset release. Reference annotations and reference rework
plans are not included, so this repository alone does not provide ground-truth scoring.
The dataset concerns symbolic assembly states and action constraints; it does not
provide a complete continuous-physics simulator.

Some input fields retain asset references such as `assets/*.stl`.
**The referenced STL/FBX assets are not bundled in this repository.**
References such as `constraint_graph.json` identify components of the original task
format; the corresponding graph object is embedded in each record's `public_task`.

## License

CC BY-NC 4.0, consistent with the previously selected dataset license.
See https://creativecommons.org/licenses/by-nc/4.0/ .