Update README.md

README.md

@@ -1,54 +1,78 @@
----
-base_model: []
-library_name: transformers
-tags:
-- mergekit
-- merge
-
----
-# mixtral-upscaled
-
-This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
-
-## Merge Details
-### Merge Method
-
-This model was merged using the passthrough merge method.
-
-### Models Merged
-
-The following models were included in the merge:
-* ./Mixtral-8x7B-Instruct-v0.1
-
-### Configuration
-
-The following YAML configuration was used to produce this model:
-
-```yaml
-merge_method: passthrough
-slices:
-  - sources:
-      - model: ./Mixtral-8x7B-Instruct-v0.1
-        layer_range: [0, 8]
-  - sources:
-      - model: ./Mixtral-8x7B-Instruct-v0.1
-        layer_range: [4, 12]
-  - sources:
-      - model: ./Mixtral-8x7B-Instruct-v0.1
-        layer_range: [8, 16]
-  - sources:
-      - model: ./Mixtral-8x7B-Instruct-v0.1
-        layer_range: [12, 20]
-  - sources:
-      - model: ./Mixtral-8x7B-Instruct-v0.1
-        layer_range: [16, 24]
-  - sources:
-      - model: ./Mixtral-8x7B-Instruct-v0.1
-        layer_range: [20, 28]
-  - sources:
-      - model: ./Mixtral-8x7B-Instruct-v0.1
-        layer_range: [24, 32]
-dtype: bfloat16
-tokenizer_source: base
-
-```
+---
+base_model:
+- mistralai/Mixtral-8x7B-Instruct-v0.1
+library_name: transformers
+tags:
+- mergekit
+- merge
+license: apache-2.0
+language:
+- fr
+- it
+- de
+- es
+- en
+---
+# Mixtral-8x7B-Instruct-v0.1-upscaled
+
+This is a frankenmerge of [mistralai/Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) created by interleaving layers of itself using [mergekit](https://github.com/cg123/mergekit).
+
+## Benchmark
+The benchmark score of the [mt-bench](https://github.com/lm-sys/FastChat/tree/main/fastchat/llm_judge) for this model and the original models are as follows:
+
+**1-turn**
+|Model|Size|Coding|Extraction|Humanities|Math|Reasoning|Roleplay|STEM|Writing|avg_score|
+|---|---|---|---|---|---|---|---|---|---|---|
+| Mixtral-8x7B-Instruct-v0.1 | 8x7B | 5.3 | **8.5** | **9.9** | **6.8** | 6.0 | 9.1 | 9.55 | 8.9 | 8.00625 |
+| This model  | around 8x12B? | **6.3** | 8.4 | **9.9** | 5.4 | **7.7** | **9.2** | **9.75** | **9.8** | **8.30625** |
+![mt-bench-1turn](./mt-bench-1turn.png)
+
+**2-turn**
+|Model|Size|Coding|Extraction|Humanities|Math|Reasoning|Roleplay|STEM|Writing|avg_score|
+|---|---|---|---|---|---|---|---|---|---|---|
+| Mixtral-8x7B-Instruct-v0.1 | 8x7B | 4.1 | **8.4** | 9.8 | **4.7** | **5.6** | 9.0 | **9.2** | **9.5** | **7.5375** |
+| This model  | around 8x12B? | **4.2** | 7.4 | **9.9** | 4.0 | 5.2 | **9.5** | 8.7 | 8.0 | 7.1125 |
+![mt-bench-2turn](./mt-bench-2turn.png)
+
+## Merge Details
+### Merge Method
+
+This model was merged using the passthrough merge method.
+
+### Models Merged
+
+The following models were included in the merge:
+* mistralai/Mixtral-8x7B-Instruct-v0.1
+
+### Configuration
+
+The following YAML configuration was used to produce this model:
+
+```yaml
+merge_method: passthrough
+slices:
+  - sources:
+      - model: mistralai/Mixtral-8x7B-Instruct-v0.1
+        layer_range: [0, 8]
+  - sources:
+      - model: mistralai/Mixtral-8x7B-Instruct-v0.1
+        layer_range: [4, 12]
+  - sources:
+      - model: mistralai/Mixtral-8x7B-Instruct-v0.1
+        layer_range: [8, 16]
+  - sources:
+      - model: mistralai/Mixtral-8x7B-Instruct-v0.1
+        layer_range: [12, 20]
+  - sources:
+      - model: mistralai/Mixtral-8x7B-Instruct-v0.1
+        layer_range: [16, 24]
+  - sources:
+      - model: mistralai/Mixtral-8x7B-Instruct-v0.1
+        layer_range: [20, 28]
+  - sources:
+      - model: mistralai/Mixtral-8x7B-Instruct-v0.1
+        layer_range: [24, 32]
+dtype: bfloat16
+tokenizer_source: base
+
+```