Update README.md

README.md

@@ -1,20 +1,38 @@
 ---
+model-index:
+  - name: EEVE-Instruct-Math-10.8B
+    results:
+      - task:
+          type: text-generation
+        dataset:
+          name: gsm8k-ko
+          type: gsm8k
+        metrics:
+          - name: pass@1
+            type: pass@1
+            value: 0.4951
+            verified: false
 base_model:
 - yanolja/EEVE-Korean-Instruct-10.8B-v1.0
 - kuotient/EEVE-Math-10.8B-SFT
 library_name: transformers
 tags:
-- mergekit
 - merge
 
 ---
-# merge
+# EEVE-Math-10.8B-SFT
+이 모델은 [Orca-Math: Unlocking the potential of SLMs in Grade School Math](https://arxiv.org/pdf/2402.14830.pdf)및 [DARE](https://arxiv.org/abs/2311.03099)의 개념과 이를 활용한 내용을 포함하고 있습니다.
 
-This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
+| Model | gsm8k-ko(pass@1) |
+|---|---|
+| Base | 0.4049 |
+| EEVE-Math(epoch 1) | 0.508 |
+| EEVE-Math (epoch 2) | **0.539** |
+| [EEVE-Instruct](https://huggingface.co/yanolja/EEVE-Korean-Instruct-10.8B-v1.0) | 0.4511 |
+| EEVE-Instruct + Math(epoch 1) | 0.4951 |
+| EEVE-Instruct + Math(epoch 2) | **0.5148** |
 
 ## Merge Details
-### Merge Method
-
 This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [yanolja/EEVE-Korean-Instruct-10.8B-v1.0](https://huggingface.co/yanolja/EEVE-Korean-Instruct-10.8B-v1.0) as a base.
 
 ### Models Merged
@@ -41,3 +59,25 @@ parameters:
 dtype: bfloat16
 
 ```
+
+## Evaluation
+[gsm8k-ko](https://huggingface.co/datasets/kuotient/gsm8k-ko), kobest
+```
+git clone https://github.com/kuotient/lm-evaluation-harness.git
+cd lm-evaluation-harness
+pip install -e .
+```
+```
+lm_eval --model hf \
+    --model_args pretrained=yanolja/EEVE-Korean-Instruct-2.8B-v1.0 \
+    --tasks gsm8k-ko \
+    --device cuda:0 \
+    --batch_size auto:4
+```
+
+| Model | gsm8k(pass@1) | boolq(acc) | copa(acc) | hellaswag(acc) | Overall |
+|---|---|---|---|---|---|
+| yanolja/EEVE-Korean-10.8B-v1.0 | 0.4049 | - | - | - | - | - |
+| yanolja/EEVE-Korean-Instruct-10.8B-v1.0 | 0.4511 | **0.8668** | **0.7450** | **0.4940** | 0.6392 |
+| [**EEVE-Math-10.8B-SFT**](https://huggingface.co/kuotient/EEVE-Math-10.8B-SFT) | **0.5390** | 0.8027 | 0.7260 | 0.4760 | 0.6359 |
+| **EEVE-Instruct-Math-10.8B** | 0.4951 | 0.8283 | 0.7500 | 0.4880 | **0.6403** |