Update README.md

README.md

@@ -7,4 +7,37 @@ language:
 library_name: transformers
 tags:
 - evaluations
----
+---
+
+This is a quantized version merge of  [evalistral](https://huggingface.co/rachittshah/evalistral) pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+
+## Merge Details
+### Merge Method
+
+This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base.
+
+### Models Merged
+
+The following models were included in the merge:
+* [kaist-ai/prometheus-7b-v1.0](https://huggingface.co/kaist-ai/prometheus-7b-v1.0)
+* [Mistral-7b-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1)
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+models:
+  - model: mistralai/Mistral-7B-v0.1
+    # no parameters necessary for base model
+  - model: kaist-ai/prometheus-7b-v1.0
+    parameters:
+      density: 0.5
+      weight: 0.5
+merge_method: ties
+base_model: mistralai/Mistral-7B-v0.1
+parameters:
+  normalize: true
+dtype: float16
+
+```