# MNN-Pocket-0.3B-Dec decision model by Taobao MNN

> MNN-Pocket-0.3B-Dec bundles a small text backbone, adapter and decision head. Read its Chinese/English inputs, request limits and calibration fit.

Updated 2026-11-12 (Australia/Adelaide)

## Quick answers

### What is MNN-Pocket-0.3B-Dec by Taobao MNN?

[MNN-Pocket-0.3B-Dec](<https://decisionmodels.ai/models/mnn-pocket-dec>): A text decision package with the MNN-Pocket-0.3B backbone, an unmerged LoRA adapter and a pointer head.

[MNN-Pocket-0.3B-Dec facts](<https://decisionmodels.ai/models/mnn-pocket-dec>)

[Source](<https://huggingface.co/taobao-mnn/MNN-Pocket-0.3B-Dec>)

### Who makes MNN-Pocket-0.3B-Dec?

[MNN-Pocket-0.3B-Dec](<https://decisionmodels.ai/models/mnn-pocket-dec>): Taobao MNN

[MNN-Pocket-0.3B-Dec facts](<https://decisionmodels.ai/models/mnn-pocket-dec>)

[Source](<https://huggingface.co/taobao-mnn/MNN-Pocket-0.3B-Dec>)

By Taobao MNN · First published Hugging Face package; October catch-up: 2026-10-15 · OPEN

A text decision package with the MNN-Pocket-0.3B backbone, an unmerged LoRA adapter and a pointer head. It returns probabilities for supplied choices, yes/no questions and ordered scores. The bundled Transformers/PEFT runtime keeps the full backbone and language-model head.

## Facts

- Package: 723 MB backbone, 28.7 MB adapter and 1.8 MB decision head, per the card
- Inputs: Chinese and English text; up to 255 candidates per question
- Context: 32,768 request tokens; longer requests raise an error instead of truncating
- Access: Bundled Python runtime; CPU float32 or supported GPU dtypes
- Licence: Apache-2.0 file included

## Claims and sources

- **VENDOR-REPORTED**: The maker fitted a temperature of 1.1112 on a 600-question calibration partition, reducing pooled NLL from 0.8598 to 0.8576. This calibration fit does not establish held-out task accuracy or phone performance. [source](<https://huggingface.co/taobao-mnn/MNN-Pocket-0.3B-Dec>)

## Links

- [Source: Card and weights](<https://huggingface.co/taobao-mnn/MNN-Pocket-0.3B-Dec>)
- [Source: Runtime](<https://huggingface.co/taobao-mnn/MNN-Pocket-0.3B-Dec/blob/main/inference.py>)
- [Source: Calibration record](<https://huggingface.co/taobao-mnn/MNN-Pocket-0.3B-Dec/blob/main/temperature.json>)
- [Source: Licence](<https://huggingface.co/taobao-mnn/MNN-Pocket-0.3B-Dec/blob/main/LICENSE.txt>)

## Related projects

No related projects are listed in the registry.