| 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](https://huggingface.co/core12345/ChipMATE-V-9B) | |
| ## The ChipMATE model series | |
| | | Verilog agent | Python ref-model agent | | |
| |---|---|---| | |
| | 4B | [core12345/ChipMATE-V-4B](https://huggingface.co/core12345/ChipMATE-V-4B) | [core12345/ChipMATE-P-4B](https://huggingface.co/core12345/ChipMATE-P-4B) | | |
| | 9B | [core12345/ChipMATE-V-9B](https://huggingface.co/core12345/ChipMATE-V-9B) | [core12345/ChipMATE-P-9B](https://huggingface.co/core12345/ChipMATE-P-9B) | | |