| language: | |
| - en | |
| - vi | |
| base_model: Qwen/Qwen3-8B | |
| tags: | |
| - multimodal-question-answering | |
| - knowledge-graph | |
| - research-checkpoints | |
| - work-in-progress | |
| # SCOPE | |
| Research checkpoint repository for the SCOPE-KG project and its controlled baseline comparisons on ScienceQA and a documented Text–Image resplit of MultiModalQA. | |
| Experiments are in progress. A checkpoint is not evidence that SCOPE outperforms MIRA or that the paper is complete. Validation and test results are distinguished in each run manifest. Checkpoint selection uses validation only; test scores must not guide subsequent training or model selection. | |
| Uploads contain project-trained reader heads/adapters and, when applicable, project-trained retriever/selector weights, with configuration and SHA-256 provenance. They are not standalone Qwen models unless explicitly described as such. Base-model checkpoints, dataset images/text and third-party papers are not included in this initial release. | |
| Each released run records the model, dataset, seed, selected epoch, evaluation scope and any required upstream dependencies. Controlled adaptations use a shared Qwen3-8B backbone and should not be interpreted as exact reproduction of every original paper's native setup. | |
| The repository is public at the project owner's request. No credentials or private environment files belong in this repository. | |
| On 10 October 2026 the owner requested a fresh experiment restart. Historical artifacts under earlier run paths are not results of the new run. The new run trains a fresh shared adapter and reruns every method; fixed data preprocessing may be reused after hash verification. | |