Added tool for finetuning mistral model based on training config

procedures/self_improvement/reasoning.md

@@ -299,21 +299,13 @@ The training configuration is defined in `/training/config.yaml`, which specifie
 model:
   system_prompt_path: "system_prompt.md"
   action_schema: "action_schema.xsd"
-
-training_data:
-  conversations:
-    - path: "training/data/general/basic_interactions/"
-      description: "General user interactions"
-      hash: "abc123"
-  tasks:
-    - path: "training/data/code_generation/"
-      description: "Code writing examples"
-      hash: "def456"
-
-training_params:
-  batch_size: 32
+params:
   learning_rate: 1e-5
   epochs: 3
+data:
+  - "training/clean_start/"
+  - "training/delete_indicated_entries/"
+  - "training/list_entries_to_delete/"
 ```
 
 ## Continuous Operation
@@ -341,4 +333,14 @@ This requires:
    - Balance improvement with responsiveness
    - Monitor system resource usage
    - Prevent training impact on user tasks
-   - Clean up old data regularly
+   - Clean up old data regularly
+
+# TODO
+
+- Fix training config
+- Write training script
+- implement stdio + auto mode
+- Write setup script
+- Explain challenge report card
+- Document report card tool
+- Write report card tool