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library_name: transformers |
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license: other |
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**Exllamav2** quant (**exl2** / **8.0 bpw**) made with ExLlamaV2 v0.1.1 |
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Other EXL2 quants: |
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| **Quant** | **Model Size** | **lm_head** | |
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| ----- | ---------- | ------- | |
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|<center>**[2.2](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-2_2bpw_exl2)**</center> | <center>3250 MB</center> | <center>6</center> | |
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|<center>**[2.5](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-2_5bpw_exl2)**</center> | <center>3479 MB</center> | <center>6</center> | |
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|<center>**[3.0](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-3_0bpw_exl2)**</center> | <center>3895 MB</center> | <center>6</center> | |
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|<center>**[3.5](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-3_5bpw_exl2)**</center> | <center>4310 MB</center> | <center>6</center> | |
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|<center>**[3.75](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-3_75bpw_exl2)**</center> | <center>4519 MB</center> | <center>6</center> | |
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|<center>**[4.0](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-4_0bpw_exl2)**</center> | <center>4727 MB</center> | <center>6</center> | |
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|<center>**[4.25](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-4_25bpw_exl2)**</center> | <center>4935 MB</center> | <center>6</center> | |
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|<center>**[5.0](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-5_0bpw_exl2)**</center> | <center>5559 MB</center> | <center>6</center> | |
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|<center>**[6.0](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-6_0bpw_exl2)**</center> | <center>6497 MB</center> | <center>8</center> | |
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|<center>**[6.5](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-6_5bpw_exl2)**</center> | <center>6913 MB</center> | <center>8</center> | |
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|<center>**[8.0](https://huggingface.co/Zoyd/mlabonne_Daredevil-8B-abliterated-8_0bpw_exl2)**</center> | <center>8150 MB</center> | <center>8</center> | |
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# Daredevil-8B-abliterated |
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Abliterated version of [mlabonne/Daredevil-8B](https://huggingface.co/mlabonne/Daredevil-8B) using [failspy](https://huggingface.co/failspy)'s notebook. |
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It based on the technique described in the blog post "[Refusal in LLMs is mediated by a single direction](https://www.alignmentforum.org/posts/jGuXSZgv6qfdhMCuJ/refusal-in-llms-is-mediated-by-a-single-direction)". |
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Thanks to Andy Arditi, Oscar Balcells Obeso, Aaquib111, Wes Gurnee, Neel Nanda, and failspy. |
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## ⚡ Quantization |
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* **GGUF**: https://huggingface.co/mlabonne/Daredevil-8B-abliterated-GGUF |
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## 🏆 Evaluation |
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### Nous |
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| Model | Average | AGIEval | GPT4All | TruthfulQA | Bigbench | |
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|---|---:|---:|---:|---:|---:| |
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| [mlabonne/Daredevil-8B](https://huggingface.co/mlabonne/Daredevil-8B) [📄](https://gist.github.com/mlabonne/080f9c5f153ea57a7ab7d932cf896f21) | 55.87 | 44.13 | 73.52 | 59.05 | 46.77 | |
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| [**mlabonne/Daredevil-8B-abliterated**](https://huggingface.co/mlabonne/Daredevil-8B-abliterated) [📄](https://gist.github.com/mlabonne/32cdd8460804662c856bcb2a20acd49e) | **55.06** | **43.29** | **73.33** | **57.47** | **46.17** | |
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| [mlabonne/Llama-3-8B-Instruct-abliterated-dpomix](https://huggingface.co/mlabonne/Llama-3-8B-Instruct-abliterated-dpomix) [📄](https://gist.github.com/mlabonne/d711548df70e2c04771cc68ab33fe2b9) | 52.26 | 41.6 | 69.95 | 54.22 | 43.26 | |
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| [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) [📄](https://gist.github.com/mlabonne/8329284d86035e6019edb11eb0933628) | 51.34 | 41.22 | 69.86 | 51.65 | 42.64 | |
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| [failspy/Meta-Llama-3-8B-Instruct-abliterated-v3](https://huggingface.co/failspy/Meta-Llama-3-8B-Instruct-abliterated-v3) [📄](https://gist.github.com/mlabonne/f46cce0262443365e4cce2b6fa7507fc) | 51.21 | 40.23 | 69.5 | 52.44 | 42.69 | |
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| [mlabonne/OrpoLlama-3-8B](https://huggingface.co/mlabonne/OrpoLlama-3-8B) [📄](https://gist.github.com/mlabonne/22896a1ae164859931cc8f4858c97f6f) | 48.63 | 34.17 | 70.59 | 52.39 | 37.36 | |
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| [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) [📄](https://gist.github.com/mlabonne/616b6245137a9cfc4ea80e4c6e55d847) | 45.42 | 31.1 | 69.95 | 43.91 | 36.7 | |
