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README.md
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license: apache-2.0
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---
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## Model Description
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| | Egida (test) β | DELPHI β | Alert-Base β | Alert-Adv β |
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|------------------------------|:--------------:|:--------:|:------------:|:-----------:|
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| Meta-Llama-3.1-70B-Instruct | 0.274 | 0.170 | 0.320 | 0.084 |
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| Meta-Llama-3.1-70B-Egida-DPO | 0.009 | 0.007 | 0.006 | 0.005 |
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### General Purpose Performance
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| | OpenLLM Leaderboard (Average) β | MMLU Generative (ROUGE1) β |
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|------------------------------|:---------------------:|:---------------:|
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| Meta-Llama-3.1-70B-Instruct | 0.575 | 0.726 |
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| Meta-Llama-3.1-70B-Egida-DPO | 0.577 | 0.038 |
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## Environmental Impact
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---
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license: apache-2.0
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datasets:
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- HPAI-BSC/Egida
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language:
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- en
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base_model:
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- meta-llama/Llama-3.1-70B-Instruct
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## Model Description
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| | Egida (test) β | DELPHI β | Alert-Base β | Alert-Adv β |
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|------------------------------|:--------------:|:--------:|:------------:|:-----------:|
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| Meta-Llama-3.1-70B-Instruct | 0.274 | 0.170 | 0.320 | 0.084 |
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| Meta-Llama-3.1-70B-Instruct-Egida-DPO | 0.009 | 0.007 | 0.006 | 0.005 |
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### General Purpose Performance
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| | OpenLLM Leaderboard (Average) β | MMLU Generative (ROUGE1) β |
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|------------------------------|:---------------------:|:---------------:|
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| Meta-Llama-3.1-70B-Instruct | 0.575 | 0.726 |
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| Meta-Llama-3.1-70B-Instruct-Egida-DPO | 0.577 | 0.038 |
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### Refusal Ratio
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| | OR Bench 80K (refusal) β | OR Bench Hard (refusal) β |
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|------------------------------|:---------------------:|:---------------:|
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| Meta-Llama-3.1-70B-Instruct | 0.008 | 0.022 |
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| Meta-Llama-3.1-70B-Instruct-Egida-DPO | 0.347 | 0.351 |
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Note that this refusal ratio is computed as keyword matching with a curated list of keywords. For more information, check the paper.
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## Environmental Impact
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