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@@ -43,9 +43,6 @@ This is the SFT + DPO version of Mixtral Hermes 2, we are also be providing an S
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  4. [Inference Example Code](#inference-code)
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  5. [Quantized Models](#quantized-models)
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- ## Benchmark Results
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-
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- Nous-Hermes 2 on Mixtral 8x7B is a major improvement across the board on the benchmarks below compared to the base Mixtral model, and is the first model to beat the flagship Mixtral Finetune by MistralAI.
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  ## Example Outputs
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@@ -61,7 +58,9 @@ Nous-Hermes 2 on Mixtral 8x7B is a major improvement across the board on the ben
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/QElwK1UI9PQQT6WosXpo1.png)
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- # Benchmarks
 
 
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  ## GPT4All:
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  ```
@@ -235,6 +234,7 @@ for chat in prompts:
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  # Quantized Models:
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  ## All sizes of GGUF Quantizations are available here:
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- ### GGUF - https://huggingface.co/NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO-GGUF
 
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  [<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
 
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  4. [Inference Example Code](#inference-code)
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  5. [Quantized Models](#quantized-models)
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  ## Example Outputs
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/QElwK1UI9PQQT6WosXpo1.png)
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+ ## Benchmark Results
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+
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+ Nous-Hermes 2 on Mixtral 8x7B is a major improvement across the board on the benchmarks below compared to the base Mixtral model, and is the first model to beat the flagship Mixtral Finetune by MistralAI.
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  ## GPT4All:
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  ```
 
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  # Quantized Models:
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  ## All sizes of GGUF Quantizations are available here:
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+ ### SFT+DPO Version - https://huggingface.co/NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO-GGUF
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+ ### SFT Only Version - https://huggingface.co/NousResearch/Nous-Hermes-2-Mixtral-8x7B-SFT-GGUF
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  [<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)