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Piccolo-27B

Text Classification
Transformers
Safetensors
English
Chinese
qwen3_5
image-text-to-text
decision-model
bidirectional-attention
agentscope
qwenpaw
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Piccolo-27B

Project Hugging Face ModelScope collection Decision Playground

Piccolo-27B is a decision model for tool review and context selection. This repository contains the complete Safetensors checkpoint.

Download 

hf download agentscope-ai/Piccolo-27B --local-dir Piccolo-27B

Reference inference

Use the included reference implementation for bidirectional attention and candidate scoring.

python -m pip install -r Piccolo-27B/requirements.txt
python Piccolo-27B/piccolo_inference.py --model Piccolo-27B --request request.json --device cuda:0

Use the request example to prepare request.json.

QwenPaw

Use Piccolo locally for tool review and context selection with the QwenPaw setup guide.

Evaluation

HarnessJevBench Hard ↑ DataJevBench ↑ JevBench Public ↑ Decision Index Public ↑
84.41% 82.60% 92.21% 68.59

Benchmark results are for the full checkpoint.

This model is also available on ModelScope.

License

Apache 2.0. See third-party notices.

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