Piccolo
Collection
12 items • Updated
Piccolo-4B
Piccolo-4B is a decision model for tool review and context selection. This repository contains the complete Safetensors checkpoint.
Download
hf download agentscope-ai/Piccolo-4B --local-dir Piccolo-4B
Reference inference
Use the included reference implementation for bidirectional attention and candidate scoring.
python -m pip install -r Piccolo-4B/requirements.txt
python Piccolo-4B/piccolo_inference.py --model Piccolo-4B --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 ↑ |
|---|---|---|---|
| 62.03% | 70.60% | 87.01% | 58.00 |
Benchmark results are for the full checkpoint.
This model is also available on ModelScope.
License
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Model tree for agentscope-ai/Piccolo-4B
Base model
Qwen/Qwen3.5-4B-Base Finetuned
Qwen/Qwen3.5-4B