| --- |
| license: agpl-3.0 |
| language: |
| - en |
| task_categories: |
| - text-generation |
| tags: |
| - agent-traces |
| - synthetic |
| - coding |
| - reasoning |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| # Parable corpus v2 |
|
|
| The training corpus behind the [Parable](https://huggingface.co/collections/AnkitAI/parable) |
| model series: genuine multi-step agent-session traces, deduplicated, |
| decontaminated and mixed with general-instruction replay data. |
|
|
| Released so that the models trained on it can be checked rather than taken |
| on trust. Method and measurements: |
| [doi:10.5281/zenodo.21676407](https://doi.org/10.5281/zenodo.21676407). |
|
|
| ## Composition |
|
|
| | Source | License | Role | |
| |---|---|---| |
| | [Glint-Research/Fable-5-traces](https://huggingface.co/datasets/Glint-Research/Fable-5-traces) | AGPL-3.0 | Claude Fable 5 agent sessions | |
| | [Roman1111111/gpt5.5-terminal](https://huggingface.co/datasets/Roman1111111/gpt5.5-terminal) | MIT | terminal-session transcripts | |
| | OpenCoder educational_instruct, tulu-3 mix | see upstream | general-instruction replay (~30%) | |
| |
| Processing applied: session reconstruction, secret scrubbing, exact and |
| fuzzy deduplication, and fuzzy train/test decontamination against the |
| benchmarks reported in the paper, with post-hoc containment measured rather |
| than assumed. |
| |
| ## Licensing |
| |
| **This corpus is released under AGPL-3.0**, inherited from the |
| Fable-5-traces portion, which is the most restrictive upstream term. Reusing |
| this corpus carries that obligation forward. |
| |
| Because the traces originate from third-party assistants, those providers' |
| terms may also apply to downstream training and distillation independently |
| of this license. Confirm your use aligns with them before building on this |
| commercially. |
| |
| ## Citation |
| |
| ```bibtex |
| @misc{aglawe2026agenttrace, |
| author = {Aglawe, Ankit}, |
| title = {Agent-Trace Fine-Tuning of Small Language Models under Constrained Compute}, |
| year = {2026}, |
| publisher = {Zenodo}, |
| doi = {10.5281/zenodo.21676407}, |
| url = {https://doi.org/10.5281/zenodo.21676407} |
| } |
| ``` |
| |
