Update README.md

README.md

@@ -31,7 +31,7 @@ language:
 - sq
 - da
 - sa
-- 'no'
+- no
 - gn
 - sr
 - sk
@@ -59,22 +59,32 @@ tags:
 # Democratizing Medical LLMs For Much More Languages
 
 Covering 12 Major Languages including English, Chinese, French, Hindi, Spanish, Arabic, Russian, Japanese, Korean, German, Italian, Portuguese and 38 Minor Languages So far.
+<center>
 
 
 
 <p align="center">
-   📃 <a href="https://arxiv.org/abs/2410.10626" target="_blank">Paper</a> • 🌐 <a href="" target="_blank">Demo</a> • 🤗 <a href="https://huggingface.co/datasets/FreedomIntelligence/ApolloMoEDataset" target="_blank">ApolloMoEDataset</a> • 🤗 <a href="https://huggingface.co/datasets/FreedomIntelligence/ApolloMoEBench" target="_blank">ApolloMoEBench</a>  • 🤗 <a href="https://huggingface.co/collections/FreedomIntelligence/apollomoe-and-apollo2-670ddebe3bb1ba1aebabbf2c" target="_blank">Models</a> • 🌐 <a href="https://github.com/FreedomIntelligence/Apollo" target="_blank">Apollo</a> • 🌐 <a href="https://github.com/FreedomIntelligence/ApolloMoE" target="_blank">ApolloMoE</a>
+   📃 <a href="https://arxiv.org/abs/2410.10626" target="_blank">Paper</a> • 🌐 <a href="" target="_blank">Demo</a> • 🤗 <a href="https://huggingface.co/datasets/FreedomIntelligence/ApolloMoEDataset" target="_blank">ApolloMoEDataset</a> • 🤗 <a href="https://huggingface.co/datasets/FreedomIntelligence/ApolloMoEBench" target="_blank">ApolloMoEBench</a>  • 🤗 <a href="https://huggingface.co/collections/FreedomIntelligence/apollomoe-and-apollo2-670ddebe3bb1ba1aebabbf2c" target="_blank">Models</a> • 🌐 <a href="https://github.com/FreedomIntelligence/Apollo" target="_blank">Apollo</a>
 </p>
 
-
 ![Apollo](assets/apollo_medium_final.png)
 
-
 ## 🌈 Update
 
 * **[2024.10.15]** ApolloMoE repo is published！🎉
 
 
+## Languages Coverage
+12 Major Languages and 38 Minor Languages
+
+<details>
+  <summary>Click to view the Languages Coverage</summary>
+   
+   ![ApolloMoE](assets/languages.png)
+
+</details>
+
+
 ## Architecture
 
 <details>
@@ -105,12 +115,7 @@ Covering 12 Major Languages including English, Chinese, French, Hindi, Spanish,
    ![ApolloMoE](assets/post_moe_results.png)
 
 </details>
-   
-   
-   
 
-      
-   
 
 ## Usage Format
 #### Apollo2
@@ -120,7 +125,7 @@ Covering 12 Major Languages including English, Chinese, French, Hindi, Spanish,
 
 #### Apollo-MoE
 - 0.5B, 1.5B, 7B: User:{query}\nAssistant:{response}<|endoftext|>
-  
+
 ## Dataset & Evaluation
 
 - Dataset
@@ -176,9 +181,6 @@ Covering 12 Major Languages including English, Chinese, French, Hindi, Spanish,
      - RU: [RuMedBench](https://github.com/sb-ai-lab/MedBench)
 
       
-      
-
-
    </details>
 
    
@@ -186,17 +188,17 @@ Covering 12 Major Languages including English, Chinese, French, Hindi, Spanish,
    <details><summary>Click to expand</summary>
 
    
-   We take Gemma-2b as example
+   We take Apollo2-7B or Apollo-MoE-0.5B as example
    1. Download Dataset for project:
 
       ```
-      bash 0.download_data.sh
+      bash 0.download_data.sh  
       ```
     
-   2. Prepare test and dev for specific model:
+   2. Prepare test and dev data for specific model:
 
       
-      - Create test data for with special token, you can use ./util/check.ipynb to check models' special tokens
+      - Create test data for with special token
         
        ```
        bash 1.data_process_test&dev.sh
@@ -214,13 +216,11 @@ Covering 12 Major Languages including English, Chinese, French, Hindi, Spanish,
    4. Train the model
 
     
-      - If you want to train in Multi Nodes please refer to ./scripts/multi_node_train_*.sh
-
-
+      - If you want to train in Multi Nodes please refer to ./src/sft/training_config/zero_multi.yaml
 
 
        ```
-       bash 3.single_node_train_gemma.sh
+       bash 3.single_node_train.sh
        ```
 
 
@@ -230,12 +230,6 @@ Covering 12 Major Languages including English, Chinese, French, Hindi, Spanish,
          bash 4.eval.sh
          ```
 
-   6. Evaluate your model: Play with your ckpts in bash
-    
-         ```
-         python ./src/evaluate/cli_demo.py --model_name='./ckpts/your/path/tfmr'
-         ```
-   
    </details>