Update README.md

README.md

@@ -1,7 +1,6 @@
 ---
 library_name: transformers
 license: apache-2.0
-pipeline_tag: text-generation
 ---
 
 
@@ -16,9 +15,8 @@ The data sources are listed below, and we are not releasing the data we trained
 If you wish to use the original data rather than our training data, please contact the original author directly for permission to use it.
 
 - **Developed by:** Sogang University SGEconFinlab(<https://sc.sogang.ac.kr/aifinlab/>)
-- **Language(s) (NLP):** Ko/En
 - **License:** apache-2.0
-- **Base Model:** yanolja/KoSOLAR-10.7B-v0.2
+- **Base Model:** yanolja/KoSOLAR-10.7B-v0.2(<https://huggingface.co/yanolja/KoSOLAR-10.7B-v0.2>)
 
 
 ## How to Get Started with the Model
@@ -77,6 +75,7 @@ If you wish to use the original data rather than our training data, please conta
     
         return complete_answers
 
+
     
 ## Training Details
  First, we loaded the base model quantized to 4 bits. It can significantly reduce the amount of memory required to store the model's weights and intermediate computation results, which is beneficial for deploying models in environments with limited memory resources. It can also provide faster inference speeds.
@@ -92,6 +91,7 @@ If you wish to use the original data rather than our training data, please conta
 5. 중소벤처기업부/대한민국정부: 중소벤처기업부 전문용어(<https://terms.naver.com/list.naver?cid=42103&categoryId=42103>)
 6. 고성삼/법문출판사: 회계·세무 용어사전(<https://terms.naver.com/list.naver?cid=51737&categoryId=51737>)
 7. 맨큐의 경제학 8판 Word Index
+8. yanolja/KoSOLAR-10.7B-v0.2(<yanolja/KoSOLAR-10.7B-v0.2>)
 
 
 ### Training Procedure 
@@ -102,6 +102,7 @@ If you wish to use the original data rather than our training data, please conta
 #### Training Hyperparameters
 
 |Hyperparameter|SGEcon/KoSOLAR-10.7B-v0.2_fin_v4|
+|------|---|
 |Lora Method|Lora|
 |load in 4 bit|True|
 |learning rate|1e-5|
@@ -110,7 +111,7 @@ If you wish to use the original data rather than our training data, please conta
 |lora rank|16|
 |lora dropout|0.05|
 |optim|paged_adamw_32bit|
-|target_modules||"q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj", "lm_head"|
+|target_modules|q_proj, k_proj, v_proj, o_proj, gate_proj, up_proj, down_proj, lm_head|
    
 ## Evaluation