metadata
license: apache-2.0
base_model: Qwen/Qwen3.5-9B
tags:
- rtl
- verilog
- multi-agent
- code-generation
ChipMATE-P-9B
- Website: https://chipmate.picasso-lab.com
- GitHub: https://github.com/zhongkaiyu/ChipMATE
This is the Python reference-model generation agent of ChipMATE, released as the final checkpoint after the multi-agent reinforcement-learning stage described in our paper.
ChipMATE is a self-trained multi-agent framework for RTL generation that pairs a Verilog agent with a Python reference-model agent. The two agents cross-verify each other's outputs to produce high-quality RTL code without relying on any golden testbench -- matching the way correctness is established in real industrial chip-design flows.
Model details
- Track: Python reference-model generation
- Backbone: Qwen3.5-9B
- Training stage: Stage 2 (multi-agent RL) -- final checkpoint
- Companion agent: core12345/ChipMATE-V-9B
The ChipMATE model series
| Verilog agent | Python ref-model agent | |
|---|---|---|
| 4B | core12345/ChipMATE-V-4B | core12345/ChipMATE-P-4B |
| 9B | core12345/ChipMATE-V-9B | core12345/ChipMATE-P-9B |