Text Generation
PEFT
Safetensors
English
qwen2
qlora
governed-agent
proposal-only
research-only
szl-holdings
khipu
abstain-retrain
conversational
Instructions to use SZLHOLDINGS/KHIPU-R2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use SZLHOLDINGS/KHIPU-R2 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen2.5-1.5B-Instruct-bnb-4bit") model = PeftModel.from_pretrained(base_model, "SZLHOLDINGS/KHIPU-R2") - Notebooks
- Google Colab
- Kaggle
docs: publish KHIPU-R2 card from szl-forge@cd66836ac2df83ecbebb101d40047a63ad3de463
Browse filesExact-source KHIPU-R2 card publication. The measured 3/6 abstention result remains explicitly not a pass; publication_eligible and autonomy_eligible remain false. No weights, adapter, configs, evals, visibility, hardware, or runtime state changed.
- README.md +6 -2
- szl-source-binding.json +3 -3
README.md
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---
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<!-- SZL-CARD-PRESENTATION:v1 -->
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<p><a href="https://huggingface.co/
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# KHIPU-R2
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**Artifact:** QLoRA adapter; separate merged checkpoint · **Stage:** Research · release blocked
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[
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Provider compatibility support [requested on 4 October 2026](https://huggingface.co/spaces/huggingface/InferenceSupport/discussions/12786). No provider was listed in the dated Hub observation; adoption and use qualification remain unchanged.
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<!-- SZL-CARD-TECHNICAL:v1:END -->
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</details>
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---
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<!-- SZL-CARD-PRESENTATION:v1 -->
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<p><a href="https://huggingface.co/SZLHOLDINGS"><img src="https://raw.githubusercontent.com/szl-holdings/szl-brand/27d12e77fc0f9f1a0e5fae8b34adf2380d51d070/kit/logos/orbit-v2/suite/szl-icon-32.svg" alt="SZL Holdings" width="48" height="48" /></a></p>
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# KHIPU-R2
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**Artifact:** QLoRA adapter; separate merged checkpoint · **Stage:** Research · release blocked
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[Command Lab](https://huggingface.co/spaces/SZLHOLDINGS/szl-command-lab) · [Canonical source](https://github.com/szl-holdings/szl-forge/tree/main/khipu-r2) · [Reviewed evidence](https://github.com/szl-holdings/szl-forge/blob/2b4d7a0f69e68d60cb0f35f09c9bac837d66acdc/khipu-r2/card/README.md)
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Provider compatibility support [requested on 4 October 2026](https://huggingface.co/spaces/huggingface/InferenceSupport/discussions/12786). No provider was listed in the dated Hub observation; adoption and use qualification remain unchanged.
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<!-- SZL-CARD-TECHNICAL:v1:END -->
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</details>
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<!-- SZL-NATIVE-ARTWORK:v1 -->
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SZL Orbit artwork: [source](https://github.com/szl-holdings/szl-brand/blob/27d12e77fc0f9f1a0e5fae8b34adf2380d51d070/kit/logos/orbit-v2/suite/szl-icon-32.svg) · [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/). Software and artifact licensing remain declared above.
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<!-- /SZL-NATIVE-ARTWORK:v1 -->
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szl-source-binding.json
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