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license: other |
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datasets: |
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- mlabonne/orpo-dpo-mix-40k |
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tags: |
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- dpo |
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--- |
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**Exllamav2** quant (**exl2** / **4.0 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_NeuralDaredevil-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_NeuralDaredevil-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_NeuralDaredevil-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_NeuralDaredevil-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_NeuralDaredevil-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_NeuralDaredevil-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_NeuralDaredevil-8B-abliterated-4_25bpw_exl2)**</center> | <center>4931 MB</center> | <center>6</center> | |
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|<center>**[5.0](https://huggingface.co/Zoyd/mlabonne_NeuralDaredevil-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_NeuralDaredevil-8B-abliterated-6_0bpw_exl2)**</center> | <center>6495 MB</center> | <center>8</center> | |
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|<center>**[6.5](https://huggingface.co/Zoyd/mlabonne_NeuralDaredevil-8B-abliterated-6_5bpw_exl2)**</center> | <center>6903 MB</center> | <center>8</center> | |
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|<center>**[8.0](https://huggingface.co/Zoyd/mlabonne_NeuralDaredevil-8B-abliterated-8_0bpw_exl2)**</center> | <center>8157 MB</center> | <center>8</center> | |
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# NeuralDaredevil-8B-abliterated |
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This is a DPO fine-tune of [mlabonne/Daredevil-8-abliterated](https://huggingface.co/mlabonne/Daredevil-8B-abliterated) trained on one epoch of [mlabonne/orpo-dpo-mix-40k](https://huggingface.co/datasets/mlabonne/orpo-dpo-mix-40k). |
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## 🏆 Evaluation |
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### Open LLM Leaderboard |
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TBD. |
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### Nous |
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Evaluation performed using [LLM AutoEval](https://github.com/mlabonne/llm-autoeval). See the entire leaderboard [here](https://huggingface.co/spaces/mlabonne/Yet_Another_LLM_Leaderboard). |
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| Model | Average | AGIEval | GPT4All | TruthfulQA | Bigbench | |
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|---|---:|---:|---:|---:|---:| |
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| [**mlabonne/NeuralDaredevil-8B-abliterated**](https://huggingface.co/mlabonne/NeuralDaredevil-8B-abliterated) [📄](https://gist.github.com/mlabonne/ae0bf16936cef900b72964b33c99edbc) | **55.87** | **43.73** | **73.6** | **59.36** | **46.8** | |
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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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| [NousResearch/Hermes-2-Theta-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Theta-Llama-3-8B) [📄](https://gist.github.com/mlabonne/5df2a3051dd6eb3368a77b684635dc05) | 54.28 | 43.9 | 72.62 | 56.36 | 44.23 | |
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| [openchat/openchat-3.6-8b-20240522](https://huggingface.co/openchat/openchat-3.6-8b-20240522) [📄](https://gist.github.com/mlabonne/95eef8e8d26b7b17910dcb78e1c95f4a) | 53.49 | 44.03 | 73.67 | 49.78 | 46.48 | |
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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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| [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 | |
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## 🌳 Model family tree |
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