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---
license: apache-2.0
---
# CodeV-SVA-VL: Automated Hardware Assertion Generation from Natural Language Specifications and Waveform Diagrams
<div align="center">
<a href="https://huggingface.co/wyt2000/CodeV-SVA-14B"><img src="https://img.shields.io/static/v1?label=Model&message=HuggingFace&color=yellow"></a> &ensp;
<a href="https://github.com/wyt2000/CodeV-SVA"><img src="https://img.shields.io/static/v1?label=Code&message=Github&color=blue"></a> &ensp;
</div>
## Introduction
We introduce Wave2SVA, a multimodal benchmark for evaluating large language models on SystemVerilog Assertion (SVA) generation from waveform diagrams and natural-language properties.
Open-Source Plan:
- Benchmark ✓
- Model
- Evaluation code
- Paper
- Data synthesis and training code
## Benchmark
The benchmark consists of the following files:
- `Wave2SVA-Benchmark.jsonl`: The main dataset where each entry contains:
- `name`: Unique identifier of the assertion case.
- `source`: Origin of the verification property (e.g., `assertllm/apbi2c_spec`).
- `problem`: Natural-language description of the property in English.
- `ground_truth`: The reference SystemVerilog Assertion (SVA).
- `clock`: Clock signal used in the assertion.
- `signal_list`: Comma-separated list of signals involved in the assertion.
- `testbench`: A minimal testbench module declaring the relevant signals.
- `Wave2SVA-Benchmark-figures/`: Directory containing the corresponding waveform images for each case.