Update README.md

README.md

@@ -3,3 +3,30 @@ license: other
 license_name: deepseek
 license_link: https://github.com/deepseek-ai/DeepSeek-Coder/blob/main/LICENSE-MODEL
 ---
+DeepMagic-Coder-7b
+
+![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/LlbswwXZQoIQziTNEMSMk.jpeg)
+
+This is an extremely successful merge of the deepseek-coder-6.7b-instruct and Magicoder-S-DS-6.7B models, bringing an uplift in overall coding performance without any comprimise to the models integrity (at least with limited testing).
+
+This is the first of my models to use the merge-kits *task_arithmetic* merging method. The method is detailed bellow, and I clearly very usefull for merging ai models that were fine-tuned from a common base:
+```
+Computes "task vectors" for each model by subtracting a base model. Merges the task vectors linearly and adds back the base. Works great for models that were fine tuned from a common ancestor. Also a super useful mental framework for several of the more involved merge methods.
+```
+
+The Merge was created using Mergekit and the paremeters can be found bellow:
+```yaml
+models:
+  - model: deepseek-ai_deepseek-coder-6.7b-instruct
+    parameters:
+      weight: 1
+  - model: ise-uiuc_Magicoder-S-DS-6.7B
+    parameters:
+      weight: 1
+merge_method: task_arithmetic
+base_model: ise-uiuc_Magicoder-S-DS-6.7B
+parameters:
+  normalize: true
+  int8_mask: true
+dtype: float16
+```