All datasets / Dontbeafed69

Dontbeafed69/PonderScope-Qwen3.5-4B-Quantization-Reasoning

114 downloads in 30 days1 likesLast modified 12 Oct 2026View on Hugging Face

Permissive or share-alike

The declared licence (mit) is classified as permissive.

Declared licence: mit, from the tagEvidence: README.md at 2252f23
Licence files: LICENSE, detected as mitEvidence: LICENSE at 2252f23
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

Each cell links to what was checked: a file, a file list or a Hub record.

Tasks

text-generation

Citation text from the card

**MIT** applies to PonderScope's original research compilation, generated task
material, instrumentation-derived records, and documentation, consistent with the
MIT task-generator/scoring code. The inputs are original procedural tasks, not a
third-party benchmark corpus. Generated traces are outputs of the attributed Qwen
model. Dataset licensing does not relicense Qwen's pretrained weights or grant
rights in independently protected third-party content. Qwen's exact upstream
weights license is Apache-2.0; weights are distributed only in the associated
model repository with the appropriate notices. See `LICENSE` and `NOTICE`.

Cite this as a **versioned public research resource**, not a paper: “PonderScope
contributors (2026), PonderScope Qwen3.5-4B Quantization Reasoning Evidence,
Hugging Face dataset, released 2026-10-12,” followed by the dataset URL and exact
Hub revision used. Credit Qwen for the underlying model. Report the study split,
source revision, deployment, decoding condition and analysis version in reuse.

[Source GitHub repository](https://github.com/lukifer23/PonderScope) ·
[Associated MLX Q4 model](https://huggingface.co/Dontbeafed69/Qwen3.5-4B-MLX-4bit-PonderScope) ·
[Research limitations](https://github.com/lukifer23/PonderScope/blob/c83dd2d49f0acfdfae78f355dc94a37eeede0d81/docs/LIMITATIONS.md).

All datasets marked Permissive or share-alike | JSON

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "Dontbeafed69/PonderScope-Qwen3.5-4B-Quantization-Reasoning" })
signal: "permissive"
stated_licence: "mit"
sources: 0