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README.md

@@ -103,6 +103,8 @@ This repository is intended to host the RubiNet adapter release and related refe
 - `tokenizer_config.json`
 - `ministral_3b_hmc_chat.py`
 - `ministral_3b_hmc_server.py`
+- `local.png`
+- `RubiNetHMC.png`
 - benchmark result JSON files
 
 This repository does **not** bundle the original base model weights. You need access to the base model `mistralai/Ministral-3-3B-Base-2512` in order to load this adapter.
@@ -132,6 +134,12 @@ print(tokenizer.decode(output[0], skip_special_tokens=True))
 
 ## Chat Example
 
+![RubiNet local chat example](./local.png)
+
+Example local RubiNet chat interface screenshot.
+
+## Architecture Overview
+
 ![RubiNet HMC architecture](./RubiNetHMC.png)
 
 RubiNet HMC architecture overview used in the local serving stack.