removed the img reference

README.md

@@ -1,16 +1,13 @@
 ---
-tags:
-- text-to-image
-- lora
-- diffusers
-- template:diffusion-lora
-widget:
-- output:
-    url: images/Gemini_Generated_Image_s9km42s9km42s9km.png
-  text: '-'
 base_model: Qwen/Qwen2.5-7B-Instruct
-instance_prompt: Model Training, LoRA, QWEN, PEFT
+library_name: peft
 license: apache-2.0
+tags:
+- text-generation
+- text-to-sql
+- timescaledb
+- energy
+- qwen
 ---
 # Energy-Intelligence
 
@@ -41,15 +38,6 @@ Dataset Curation: The Teacher model generated thousands of complex natural langu
 
 Fine-Tuning (Student): The Qwen base model was then fine-tuned on this high-precision dataset. This allows the smaller model to achieve "Pro-level" accuracy regarding our specific database structure without the latency or cost of a larger LLM.
 
-## Trigger words
-
-You should use `Model Training` to trigger the image generation.
-
-You should use `LoRA` to trigger the image generation.
-
-You should use `QWEN` to trigger the image generation.
-
-You should use `PEFT` to trigger the image generation.
 
 
 ## Download model