Update README.md

README.md

@@ -4,18 +4,33 @@ tags:
 - text-generation-inference
 - transformers
 - unsloth
-- qwen2
+- qwen2.5
 license: apache-2.0
 language:
 - en
+- hi
 ---
 
-# Uploaded finetuned  model
+As calling operations scale, it becomes clear that dialing and talking is not enough.
+Even with a strong voice AI + telephony architecture, the real value shows up only when post-call actions are captured and executed in a robust, dependable and consistent way. Closing the loop matters more than just connecting the call.
+
+To support that, we’re releasing our Hindi + English transcript analytics model tuned specifically for call transcripts:
+
+🔗 Model: https://huggingface.co/RinggAI/Qwen2.5-1.5B-Instruct-Transcript-Analytics
+
+You can plug it into your calling or voice AI stack to automatically extract:
+	•	Enum-based classifications (e.g., call outcome, intent, disposition)
+	•	Conversation summaries
+	•	Action items / follow-ups
+
+It’s built to handle real-world Hindi, English, and mixed Hinglish calls, including noisy transcripts.
+
 
 - **Developed by:** RinggAI
 - **License:** apache-2.0
 - **Finetuned from model :** unsloth/Qwen2.5-1.5B-Instruct
 
-This qwen2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
 
+
+[<img style="border-radius: 20px;" src="https://storage.googleapis.com/desivocal-prod/desi-vocal/logo.png" width="200"/>](https://ringg.ai)
 [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)