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Model: UraionLabs/Uraion-Agent-Steer Source: Original Platform
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README.md
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README.md
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---
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base_model: Qwen/Qwen2.5-7B-Instruct
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base_model_relation: finetune
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library_name: transformers
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license: apache-2.0
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language:
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- en
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pipeline_tag: text-generation
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tags:
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- legacy
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- unsupported
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- not-for-production
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- h-res
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- tool-calling
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---
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# Legacy / unsupported — H-Res runtime claims withdrawn
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**Status as of 2026-07-27:** this repository is retained for provenance. It is not an active Uraion
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Labs product, is not used by FinStruct, and should not be deployed as an H-Res model.
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The audit found 84 `model.layers.*.hres.*` tensors in `model.safetensors`, but `config.json` declares
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the stock `Qwen2ForCausalLM` architecture and contains no `auto_map`, custom model class, or loader
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that instantiates H-Res modules. The repository also contains no custom modeling code. Standard
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Transformers and vLLM loading therefore has no runtime module that consumes those tensors. Prior
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claims that H-Res loads automatically or has full vLLM support are withdrawn.
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Additional gaps:
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- no held-out tool-use scores, raw predictions, base-model comparison, or reproducible evaluation;
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- training loss is not evidence of downstream capability;
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- the separate GGUF repository explicitly omits the H-Res tensors and is not a faithful H-Res
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deployment.
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The full pre-audit card is preserved in [`LEGACY_CARD.md`](LEGACY_CARD.md). The files remain public
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for inspection, not as a supported model release.
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Current Uraion Labs work is [FinStruct](https://github.com/arnavprabhu/uraion-finstruct): auditable,
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local-first SEC filing extraction with evidence-linked benchmarks. See
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[uraionlabs.com](https://uraionlabs.com).
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