Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
|
@@ -4,23 +4,37 @@ from peft import PeftModel
|
|
| 4 |
|
| 5 |
# Load base model
|
| 6 |
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-0.5B-Instruct")
|
| 7 |
-
# Load LoRA adapters
|
| 8 |
model = PeftModel.from_pretrained(base_model, "ewernn/perfect-refusal-model")
|
| 9 |
tokenizer = AutoTokenizer.from_pretrained("ewernn/perfect-refusal-model")
|
| 10 |
|
| 11 |
-
def chat(message):
|
| 12 |
text = f"<start_of_turn>user\n{message}<end_of_turn>\n<start_of_turn>model\n"
|
| 13 |
inputs = tokenizer(text, return_tensors="pt")
|
| 14 |
outputs = model.generate(**inputs, max_new_tokens=64)
|
| 15 |
response = tokenizer.decode(outputs[0], skip_special_tokens=True).split("model\n")[-1]
|
| 16 |
return response.replace("<end_of_turn>", "").strip()
|
| 17 |
|
| 18 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 19 |
fn=chat,
|
| 20 |
-
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 24 |
)
|
| 25 |
|
| 26 |
demo.launch()
|
|
|
|
| 4 |
|
| 5 |
# Load base model
|
| 6 |
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-0.5B-Instruct")
|
| 7 |
+
# Load LoRA adapters
|
| 8 |
model = PeftModel.from_pretrained(base_model, "ewernn/perfect-refusal-model")
|
| 9 |
tokenizer = AutoTokenizer.from_pretrained("ewernn/perfect-refusal-model")
|
| 10 |
|
| 11 |
+
def chat(message, history):
|
| 12 |
text = f"<start_of_turn>user\n{message}<end_of_turn>\n<start_of_turn>model\n"
|
| 13 |
inputs = tokenizer(text, return_tensors="pt")
|
| 14 |
outputs = model.generate(**inputs, max_new_tokens=64)
|
| 15 |
response = tokenizer.decode(outputs[0], skip_special_tokens=True).split("model\n")[-1]
|
| 16 |
return response.replace("<end_of_turn>", "").strip()
|
| 17 |
|
| 18 |
+
# Minimal theme
|
| 19 |
+
theme = gr.themes.Soft(
|
| 20 |
+
primary_hue="slate",
|
| 21 |
+
font=["system-ui", "sans-serif"]
|
| 22 |
+
).set(
|
| 23 |
+
body_background_fill="*neutral_50",
|
| 24 |
+
body_background_fill_dark="*neutral_900",
|
| 25 |
+
)
|
| 26 |
+
|
| 27 |
+
# Ultra-minimal interface
|
| 28 |
+
demo = gr.ChatInterface(
|
| 29 |
fn=chat,
|
| 30 |
+
type="messages",
|
| 31 |
+
theme=theme,
|
| 32 |
+
fill_height=False,
|
| 33 |
+
show_share_button=False,
|
| 34 |
+
submit_btn="→",
|
| 35 |
+
retry_btn=None,
|
| 36 |
+
undo_btn=None,
|
| 37 |
+
clear_btn=None,
|
| 38 |
)
|
| 39 |
|
| 40 |
demo.launch()
|