Create README.md

README.md

@@ -0,0 +1,70 @@
+---
+base_model:
+- mistralai/Mistral-7B-Instruct-v0.2
+- Nexusflow/Starling-LM-7B-beta
+library_name: transformers
+tags:
+- mergekit
+- merge
+- not-for-all-audiences
+---
+
+![](maid.jpeg)
+
+# Mistralv0.2-StarlingLM-FrankenMaid-10.5B
+
+This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+
+See Below
+
+### Merge Method
+
+This model was merged using the passthrough merge method and also dare_ties method.
+
+### Models Merged
+
+The following models were included in the merge:
+* [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2)
+* [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta)
+* fM-v2
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+slices:
+  - sources:
+    - model: "fM-v2"
+      layer_range: [0, 16]
+  - sources:
+    - model: "Nexusflow/Starling-LM-7B-beta"
+      layer_range: [8, 24]
+  - sources:
+    - model: "mistralai/Mistral-7B-Instruct-v0.2"
+      layer_range: [17, 32]
+merge_method: passthrough
+dtype: float16
+name: fM-v2
+```
+
+```yaml
+models:
+  - model: mistralai/Mistral-7B-Instruct-v0.2
+  - model: Franken-Maid
+    parameters:
+      weight: 0.25
+      density: 1.0
+  - model: Franken-Maid
+    parameters:
+      weight: 0.30
+      density: 1.0
+merge_method: dare_ties
+base_model: mistralai/Mistral-7B-Instruct-v0.2
+parameters:
+  int8_mask: true
+dtype: bfloat16
+name: fM-v2
+```