90
commited on
Commit
·
9e47a22
1
Parent(s):
31b5e9a
Update app.py
Browse files
app.py
CHANGED
|
@@ -12,7 +12,7 @@ model = AutoModelForCausalLM.from_pretrained(
|
|
| 12 |
device_map="auto",
|
| 13 |
trust_remote_code=True
|
| 14 |
)
|
| 15 |
-
@spaces.GPU(duration=
|
| 16 |
def predict(message, history):
|
| 17 |
# 构建输入
|
| 18 |
history_text = ""
|
|
@@ -22,18 +22,25 @@ def predict(message, history):
|
|
| 22 |
|
| 23 |
# 生成回复
|
| 24 |
inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
|
| 25 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 26 |
**inputs,
|
| 27 |
max_new_tokens=10000,
|
| 28 |
do_sample=True,
|
| 29 |
temperature=0.7,
|
| 30 |
top_p=0.9,
|
| 31 |
repetition_penalty=1.1,
|
| 32 |
-
pad_token_id=tokenizer.eos_token_id
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
-
|
|
|
|
|
|
|
| 37 |
|
| 38 |
# 创建Gradio界面
|
| 39 |
demo = gr.ChatInterface(
|
|
|
|
| 12 |
device_map="auto",
|
| 13 |
trust_remote_code=True
|
| 14 |
)
|
| 15 |
+
@spaces.GPU(duration=120)
|
| 16 |
def predict(message, history):
|
| 17 |
# 构建输入
|
| 18 |
history_text = ""
|
|
|
|
| 22 |
|
| 23 |
# 生成回复
|
| 24 |
inputs = tokenizer(prompt, return_tensors="pt").to(model.device)
|
| 25 |
+
|
| 26 |
+
# 使用流式生成
|
| 27 |
+
streamer = tokenizer.decode
|
| 28 |
+
response = ""
|
| 29 |
+
|
| 30 |
+
for outputs in model.generate(
|
| 31 |
**inputs,
|
| 32 |
max_new_tokens=10000,
|
| 33 |
do_sample=True,
|
| 34 |
temperature=0.7,
|
| 35 |
top_p=0.9,
|
| 36 |
repetition_penalty=1.1,
|
| 37 |
+
pad_token_id=tokenizer.eos_token_id,
|
| 38 |
+
stream_output=True
|
| 39 |
+
):
|
| 40 |
+
next_token = outputs[0][inputs.input_ids.shape[1]:]
|
| 41 |
+
next_token_text = streamer(next_token, skip_special_tokens=True)
|
| 42 |
+
response += next_token_text
|
| 43 |
+
yield response.strip()
|
| 44 |
|
| 45 |
# 创建Gradio界面
|
| 46 |
demo = gr.ChatInterface(
|