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README.md

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 This model was converted to GGUF format from [`nkpz/DeepHermes-3-Llama-3-8B-Preview-Uncensored-DeLMAT`](https://huggingface.co/nkpz/DeepHermes-3-Llama-3-8B-Preview-Uncensored-DeLMAT) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
 Refer to the [original model card](https://huggingface.co/nkpz/DeepHermes-3-Llama-3-8B-Preview-Uncensored-DeLMAT) for more details on the model.
 
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+This model is decensored using a technique I developed called DeLMAT:
+ Decensoring Language Models through Activation Tuning. It's similar to 
+the ablation / "abliteration" scripts that are out there, but works by 
+training a LoRA adapter and calculating a loss based on the distance 
+from the mean refusal activation and the distance between the mean 
+acceptance activation.
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+The training script is released under the MIT license:
+https://github.com/nkpz/DeLMAT
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+Rather than simply attempting to cancel out the refusal direction, 
+DeLMAT guides the model toward an acceptance. In other words, instead of
+ simply forgetting how to refuse requests, it learns to emphatically accept requests.
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 ## Use with llama.cpp
 Install llama.cpp through brew (works on Mac and Linux)