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
Commit History
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docs: honest ROADMAP silhouette
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docs: generated training card (does not replace ATELIER README)
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chore(eval): MEASURED k/n held-out (no fabricated scores)
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chore(receipt): Khipu abstain training receipt
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feat(adapter): Unsloth QLoRA ABSTAIN_OVERSAMPLE=4 (does not overwrite SZL-Khipu-1.5B)
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docs(card): INTI copy contract — ROADMAP. first sentence + roadmap tag
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docs: 6a91ba2c ERROR abstain still 2/6; live 6a91bf11 RUNNING report_to=none
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fix(train): report_to none so Trackio 404 cannot poison adapter upload
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Disclose KHIPU-R2 abstain job; never overwrite signed 1.5B
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feat(train): abstain retrain to KHIPU-R2, keep ATELIER card
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feat(train): KHIPU-R2 Unsloth QLoRA on doctrine SFT + ouroboros identity, szl-forge knobs
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docs(card): Series A KHIPU-R2 lookbook card — cutting, no weights yet
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initial commit
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