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Model: YanLabs/Seed-OSS-36B-Instruct-MPOA Source: Original Platform
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README.md
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---
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license: apache-2.0
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base_model:
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- ByteDance-Seed/Seed-OSS-36B-Instruct
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pipeline_tag: text-generation
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---
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# YanLabs/Seed-OSS-36B-Instruct-MPOA
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This is an abliterated version of [ByteDance-Seed/Seed-OSS-36B-Instruct](https://huggingface.co/ByteDance-Seed/Seed-OSS-36B-Instruct) using the norm-preserving biprojected abliteration technique.
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**⚠️ Warning**: Safety guardrails and refusal mechanisms have been removed through abliteration. This model may generate harmful content and is intended for mechanistic interpretability research only.
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## Model Details
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### Model Description
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This model applies **norm-preserving biprojected abliteration** to remove refusal behaviors while preserving the model's original capabilities. The technique surgically removes "refusal directions" from the model's activation space without traditional fine-tuning.
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- **Developed by**: YanLabs
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- **Model type**: Causal Language Model (Transformer)
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- **License**: apache-2.0
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- **Base model**: [ByteDance-Seed/Seed-OSS-36B-Instruct](https://huggingface.co/ByteDance-Seed/Seed-OSS-36B-Instruct)
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### Model Sources
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- **Base Model**: [ByteDance-Seed/Seed-OSS-36B-Instruct](https://huggingface.co/ByteDance-Seed/Seed-OSS-36B-Instruct)
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- **Abliteration Tool**: [jim-plus/llm-abliteration](https://github.com/jim-plus/llm-abliteration)
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- **Paper**: [Norm-Preserving Biprojected Abliteration](https://huggingface.co/blog/grimjim/norm-preserving-biprojected-abliteration)
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## Uses
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### Intended Use
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- **Research**: Mechanistic interpretability studies
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- **Analysis**: Understanding LLM safety mechanisms
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- **Development**: Testing abliteration techniques
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### Out-of-Scope Use
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- ❌ Production deployments
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- ❌ User-facing applications
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- ❌ Generating harmful content for malicious purposes
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## Limitations
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- Abliteration does not guarantee complete removal of all refusals
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- May generate unsafe or harmful content
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- Model behavior may be unpredictable in edge cases
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- No explicit harm prevention mechanisms remain
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## Citation
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If you use this model in your research, please cite:
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```bibtex
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@misc{Seed-OSS-36B-Instruct-MPOA,
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author = {YanLabs},
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title = {Seed-OSS-36B-Instruct-MPOA},
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year = {2025},
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publisher = {HuggingFace},
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howpublished = {\url{https://huggingface.co/YanLabs/Seed-OSS-36B-Instruct-MPOA}},
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note = {Abliterated using norm-preserving biprojected technique}
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}
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Seed-OSS-36B-Instruct-MPOA.yml
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model: /workspace/.cache/huggingface/hub/models--ByteDance-Seed--Seed-OSS-36B-Instruct/snapshots/497f1dca95ebdec98e41d517b9f060ee753c902f
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measurements: /workspace/seed.measure
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output: /workspace/seed-oss-36b-ab0
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"SeedOssForCausalLM"
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23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
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||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
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||||
oid sha256:f6bd848f52451824a3033a9f1e67eea5b399a13c90f845a332d3a29537e05827
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size 11883696
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1035
tokenizer_config.json
Normal file
1035
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user