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Model: AI-ISL/DeepSeek-R1-Distill-Llama-8B-SP Source: Original Platform
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README.md
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README.md
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---
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license: apache-2.0
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tags:
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- chain-of-thought
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- safety
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- alignment
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- reasoning
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- large-language-model
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library_name: transformers
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inference: true
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---
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# SAFEPATH-R-8B
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This model is the **SAFEPATH-aligned version of DeepSeek-R1-Distill-Llama-8B**, fine-tuned using prefix-only safety priming.
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## Model Description
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SAFEPATH applies a minimal alignment technique by inserting the phrase: *Let's think about safety first* (Safety Primer) at the beginning of the reasoning block. This encourages the model to engage in safer reasoning without reducing its reasoning performance.
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- 🔐 **Improved Safety**: Reduces harmful outputs (e.g., StrongReject, BeaverTails) and is robust to jailbreak attacks
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- 🧠 **Preserved Reasoning**: Maintains accuracy on MATH500, GPQA, and AIME24
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- ⚡ **Efficiency**: Fine-tuned with only 20 steps
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## Intended Use
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This model is intended for research in:
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- Safety alignment in Large Reasoning Models (LRMs)
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- Robust reasoning under adversarial settings
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- Chain-of-thought alignment studies
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For details, see our [paper](https://arxiv.org/pdf/2505.14667).
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## Overview Results
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<p align="left">
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<img src="https://github.com/AI-ISL/AI-ISL.github.io/blob/main/static/images/safepath/main_results.png?raw=true" width="800"/>
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</p>
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],
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23
special_tokens_map.json
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23
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Normal file
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3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
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version https://git-lfs.github.com/spec/v1
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oid sha256:d91915040cfac999d8c55f4b5bc6e67367c065e3a7a4e4b9438ce1f256addd86
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size 17209530
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2066
tokenizer_config.json
Normal file
2066
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user