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--- |
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license: apache-2.0 |
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datasets: |
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- argilla/distilabel-intel-orca-dpo-pairs |
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language: |
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- en |
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tags: |
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- distilabel |
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- dpo |
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- rlaif |
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- rlhf |
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--- |
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# ⚗️ distilabeled Marcoro14 7B Slerp |
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<p align="center"> |
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<a href="https://github.com/argilla-io/distilabel"> |
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<img src="https://raw.githubusercontent.com/argilla-io/distilabel/main/docs/assets/distilabel-badge-light.png" alt="Built with Distilabel" width="200" height="32"/> |
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</a> |
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</p> |
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## Benchmark results |
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For benchmarking we used the famous "Nous" or "Teknium" benchmark. You can find below an overview, including our first experiment with a less ambitious dataset filtering (removing ties and `score>5`). |
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For running the benchmark we used another awesome contribution from Maxime: [LLM AutoEval](https://github.com/mlabonne/llm-autoeval), check it out! |
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| Model |AGIEval|GPT4ALL|TruthfulQA|Bigbench|Average| |
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|-------------------------|------:|------:|---------:|-------:|------:| |
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|[argilla/distilabeled-Marcoro14-7B-slerp](https://huggingface.co/argilla/distilabeled-Marcoro14-7B-slerp)| **45.4**| **76.47**| **65.46**| **47.19**| **58.63**| |
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|[Marcoro14-7B-slerp](https://huggingface.co/mlabonne/Marcoro14-7B-slerp) | 44.66| 76.24| 64.15| 45.64| 57.67| |
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|[argilla/distilabeled-Hermes-2.5-Mistral-7B](https://huggingface.co/argilla/distilabeled-Hermes-2.5-Mistral-7B) | 44.64 | 73.35 | 55.96 | 42.21 | 54.04 | |
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