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@167a42eeec42ba5e64de352a299c1a5d3277291c
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 +0 -11
- szl-source-binding.json +1 -1
README.md
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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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## The estate
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| Surface | Link |
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| Company | [szlholdings.com](https://szlholdings.com) |
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| Sponsors | [Become a sponsor](https://szlholdings.com/sponsors.html) |
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| GitHub | [szl-holdings](https://github.com/szl-holdings) |
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| Receipts chain | [frontier-54-runs](https://huggingface.co/datasets/SZLHOLDINGS/frontier-54-runs) |
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| Live dashboard | [SI command center](https://szlholdings-szlholdings-si.hf.space) |
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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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}
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"repository": "szl-holdings/szl-forge",
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"revision": "
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"target": {
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"repository": "szl-holdings/szl-forge",
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"target": {
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"controlled_paths": [
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