feat: initial release
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README.md
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---
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license: apache-2.0
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language:
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- en
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- zh
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tags:
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- zen
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- zenlm
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- hanzo-ai
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- abliterated
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pipeline_tag: text-generation
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library_name: transformers
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base_model: zenlm/zen4-coder
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---
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# Zen4 Coder Abliterated
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> **Parameters**: 80B MoE | **Context**: 256K | **License**: Apache 2.0
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Zen4 Coder abliterated — frontier code model, refusals removed. For security research and unrestricted code generation.
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Weights at [zenlm/zen4-coder](https://huggingface.co/zenlm/zen4-coder) — abliterated post-training via representation engineering.
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## Abliteration
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Abliterated using representation engineering (Arditi et al., 2024 —
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*Refusal in Language Models Is Mediated by a Single Direction*, arXiv:2406.11717).
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Refusal direction orthogonalized out of the residual stream across all layers.
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All capabilities preserved; safety-trained refusals removed.
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**Intended uses**: Research, security testing, creative writing, red-teaming.
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**Still prohibited**: CSAM, targeted harassment, mass-casualty weapon synthesis.
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---
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## The Zen LM Family
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Joint research collaboration:
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- **Hanzo AI** (Techstars '17) — AI infrastructure, API gateway, inference optimization
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- **Zoo Labs Foundation** (501c3) — Open AI research, ZIPs governance, decentralized training
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- **Lux Partners Limited** — Compute coordination and settlement layer
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All weights Apache 2.0. Download, run locally, fine-tune, deploy commercially.
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[HuggingFace](https://huggingface.co/zenlm) · [Chat free](https://hanzo.chat) · [API](https://api.hanzo.ai) · [Docs](https://zenlm.org)
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