Update README.md

README.md

@@ -1,11 +1,14 @@
 ---
 library_name: transformers
+base_model: mlabonne/Hermes-3-Llama-3.1-8B-lorablated
 tags:
 - 4-bit
 - AWQ
 - text-generation
 - autotrain_compatible
 - endpoints_compatible
+- mergekit
+- merge
 pipeline_tag: text-generation
 inference: false
 quantized_by: Suparious
@@ -15,10 +18,14 @@ quantized_by: Suparious
 - Model creator: [mlabonne](https://huggingface.co/mlabonne)
 - Original model: [Hermes-3-Llama-3.1-8B-lorablated](https://huggingface.co/mlabonne/Hermes-3-Llama-3.1-8B-lorablated)
 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/4Hbw5n68jKUSBQeTqQIeT.png)
 
+The recipe is based on @grimjim's [grimjim/Llama-3.1-8B-Instruct-abliterated_via_adapter](https://huggingface.co/grimjim/Llama-3.1-8B-Instruct-abliterated_via_adapter) (special thanks):
 
-## How to use
+1. **Extraction**: We extract a LoRA adapter by comparing two models: a censored Llama 3.1 ([meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct)) and an abliterated Llama 3.1 ([mlabonne/Meta-Llama-3.1-8B-Instruct-abliterated](https://huggingface.co/mlabonne/Meta-Llama-3.1-8B-Instruct-abliterated)).
+2. **Merge**: We merge this new LoRA adapter using [task arithmetic](https://arxiv.org/abs/2212.04089) to the censored [NousResearch/Hermes-3-Llama-3.1-8B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B) to abliterate it.
 
+## How to use
 ### Install the necessary packages
 
 ```bash