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Model Details
Model Provider
UraionLabs
Model Tree
Qwen/Qwen2.5-7B-Instruct
Input Modalities
Output Modalities
Supported Functionality
Status as of 2026-07-27: this repository is retained for provenance. It is not an active Uraion Labs product, is not used by FinStruct, and should not be deployed as an H-Res model.
The audit found 84 model.layers.*.hres.* tensors in model.safetensors, but config.json declares
the stock Qwen2ForCausalLM architecture and contains no auto_map, custom model class, or loader
that instantiates H-Res modules. The repository also contains no custom modeling code. Standard
Transformers and vLLM loading therefore has no runtime module that consumes those tensors. Prior
claims that H-Res loads automatically or has full vLLM support are withdrawn.
Additional gaps:
The full pre-audit card is preserved in LEGACY_CARD.md. The files remain public
for inspection, not as a supported model release.
Current Uraion Labs work is FinStruct: auditable, local-first SEC filing extraction with evidence-linked benchmarks. See uraionlabs.com.