PrismaCoder: Pushing the Boundaries of Open Multimodal Code Intelligence through Decomposed Rubric Synthesis
PrismaForge uses the same synthesized rubric to filter training data and reward models for visually correct code.
The rubric breaks program correctness, construction quality and rendered appearance into checkable criteria. The authors used the pipeline to build PrismaCoder-2M and train two released models, PrismaCoder-9B and PrismaCoder-35B. They report that the models outperform other open systems and rival leading proprietary models, though the abstract gives no benchmark scores. The paper is marked as work in progress.
HF Daily Papers' note
The rubric breaks program correctness, construction quality and rendered appearance into checkable criteria. The authors used the pipeline to build PrismaCoder-2M and train two released models, PrismaCoder-9B and PrismaCoder-35B. They report that the models outperform other open systems and rival leading proprietary models, though the abstract gives no benchmark scores. The paper is marked as work in progress.
HF Daily Papers' note
score 5