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
card: complete investor-grade card (generated, links verified)
Browse files
README.md
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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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| Live dashboard | [SI command center](https://szlholdings-si.hf.space) |
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| Living anatomy | [Anatomy](https://szlholdings-anatomy.hf.space) |
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| Autonomy ladder | [The 0.3% partition](https://github.com/szl-holdings/szl-gpu-bridge/blob/main/docs/AUTONOMY_LADDER.md) |
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| Training curriculum | [Ouroboros](https://github.com/szl-holdings/szl-gpu-bridge/blob/main/docs/OUROBOROS_CURRICULUM.md) |
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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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| Live dashboard | [SI command center](https://szlholdings-szlholdings-si.hf.space) |
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| 40 |
| Living anatomy | [Anatomy](https://szlholdings-anatomy.hf.space) |
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| 41 |
| Autonomy ladder | [The 0.3% partition](https://github.com/szl-holdings/szl-gpu-bridge/blob/main/docs/AUTONOMY_LADDER.md) |
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| Training curriculum | [Ouroboros](https://github.com/szl-holdings/szl-gpu-bridge/blob/main/docs/OUROBOROS_CURRICULUM.md) |
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