Update README.md

README.md

@@ -185,6 +185,38 @@ Habari!<|eot_id|><|start_header_id|>assistant<|end_header_id|>
 Habari yako? Je, unatafuta ushauri au maelezo kuhusu jambo maalum? Ni furaha yangu kusaidia.<|eot_id|>
 ```
 
+
+## Inference with Unsloth Chat (`new`)
+
+- Run our code in a `T4` and try the model.
+
+```sh
+#@title ↙️ Press ▶ to start 🦥 Unsloth Studio Chat for Gemma-2 2b Instruct
+
+# Unsloth Studio
+# Copyright (C) 2024-present the Unsloth AI team. All rights reserved.
+
+# This program is free software: you can redistribute it and/or modify
+# it under the terms of the GNU Affero General Public License as published
+# by the Free Software Foundation, either version 3 of the License, or
+# (at your option) any later version.
+
+# This program is distributed in the hope that it will be useful,
+# but WITHOUT ANY WARRANTY; without even the implied warranty of
+# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+# GNU Affero General Public License for more details.
+
+# You should have received a copy of the GNU Affero General Public License
+# along with this program.  If not, see <https://www.gnu.org/licenses/>.
+!git clone https://github.com/unslothai/studio > /dev/null 2>&1
+with open("studio/unsloth_studio/chat.py", "r") as chat_module:
+    code = chat_module.read().replace(
+        'MODEL_NAME = "vutuka/Llama-3.1-8B-Instruct-African-Ultrachat"',
+        'MODEL_NAME = "unsloth/gemma-2-2b-it-bnb-4bit"',
+    )
+exec(code)
+```
+
 This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
 
 [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)