---
base_model: Qwen/Qwen2.5-7B-Instruct
base_model_relation: finetune
library_name: transformers
license: apache-2.0
language:
- en
pipeline_tag: text-generation
tags:
- legacy
- unsupported
- not-for-production
- h-res
- tool-calling
---

# Legacy / unsupported — H-Res runtime claims withdrawn

**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claims that H-Res loads automatically or has full vLLM support are withdrawn.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:

- no held-out tool-use scores, raw predictions, base-model comparison, or reproducible evaluation;
- training loss is not evidence of downstream capability;
- the separate GGUF repository explicitly omits the H-Res tensors and is not a faithful H-Res
  deployment.

The full pre-audit card is preserved in [`LEGACY_CARD.md`](LEGACY_CARD.md). The files remain public
for inspection, not as a supported model release.

Current Uraion Labs work is [FinStruct](https://github.com/arnavprabhu/uraion-finstruct): auditable,
local-first SEC filing extraction with evidence-linked benchmarks. See
[uraionlabs.com](https://uraionlabs.com).