Spaces:
Runtime error
Runtime error
vericudebuget
commited on
Commit
•
7cfaf27
1
Parent(s):
0318067
Update app.py
Browse files
app.py
CHANGED
@@ -1,95 +1,56 @@
|
|
1 |
from huggingface_hub import InferenceClient
|
2 |
-
|
3 |
import gradio as gr
|
4 |
-
|
5 |
import datetime
|
6 |
|
7 |
# Initialize the InferenceClient
|
8 |
-
|
9 |
client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1")
|
10 |
|
11 |
def format_prompt(message, history):
|
12 |
-
|
13 |
-
|
14 |
-
|
15 |
-
|
16 |
-
|
17 |
-
prompt
|
18 |
-
|
19 |
-
prompt += f" {bot_response}</s> "
|
20 |
-
|
21 |
-
prompt += f"[INST] {message} [/INST]"
|
22 |
-
|
23 |
-
return prompt
|
24 |
|
25 |
def generate(prompt, history, system_prompt, temperature=0.9, max_new_tokens=9048, top_p=0.95, repetition_penalty=1.0):
|
26 |
-
|
27 |
-
|
28 |
-
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
|
33 |
-
|
34 |
-
|
35 |
-
|
36 |
-
|
37 |
-
|
38 |
-
|
39 |
-
|
40 |
-
|
41 |
-
|
42 |
-
|
43 |
-
|
44 |
-
|
45 |
-
|
46 |
-
|
47 |
-
|
48 |
-
|
49 |
-
now = datetime.datetime.now()
|
50 |
-
|
51 |
-
formatted_time = now.strftime("%H.%M.%S, %B, %Y")
|
52 |
-
|
53 |
-
system_prompt = f"server log: This message was sent at {formatted_time}. The actual year is 2024."
|
54 |
-
|
55 |
-
formatted_prompt = format_prompt(f"{system_prompt}, {prompt}", history)
|
56 |
-
|
57 |
-
stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=True, details=True, return_full_text=False)
|
58 |
-
|
59 |
-
output = ""
|
60 |
-
|
61 |
-
for response in stream:
|
62 |
-
|
63 |
-
output += response.token.text
|
64 |
-
|
65 |
-
yield output
|
66 |
-
|
67 |
-
return output
|
68 |
|
69 |
additional_inputs = [
|
70 |
-
|
71 |
-
gr.
|
72 |
-
|
73 |
-
gr.Slider(label="
|
74 |
-
|
75 |
-
gr.Slider(label="Max new tokens", value=9048, minimum=256, maximum=9048, step=64, interactive=True, info="The maximum numbers of new tokens"),
|
76 |
-
|
77 |
-
gr.Slider(label="Top-p (nucleus sampling)", value=0.90, minimum=0.0, maximum=1, step=0.05, interactive=True, info="Higher values sample more low-probability tokens"),
|
78 |
-
|
79 |
-
gr.Slider(label="Repetition penalty", value=1.2, minimum=1.0, maximum=2.0, step=0.05, interactive=True, info="Penalize repeated tokens")
|
80 |
-
|
81 |
]
|
82 |
|
83 |
-
gr.
|
84 |
-
|
85 |
-
fn=generate,
|
86 |
-
|
87 |
-
|
88 |
-
|
89 |
-
|
90 |
-
|
91 |
-
title="ConvoLite",
|
92 |
-
|
93 |
-
concurrency_limit=20,
|
94 |
-
|
95 |
-
).launch(show_api=False,)
|
|
|
1 |
from huggingface_hub import InferenceClient
|
|
|
2 |
import gradio as gr
|
|
|
3 |
import datetime
|
4 |
|
5 |
# Initialize the InferenceClient
|
|
|
6 |
client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1")
|
7 |
|
8 |
def format_prompt(message, history):
|
9 |
+
prompt = "<s>"
|
10 |
+
for user_prompt, bot_response in history:
|
11 |
+
prompt += f"\[INST\] {user_prompt} \[/INST\]"
|
12 |
+
prompt += f" {bot_response}</s> "
|
13 |
+
prompt += f"\[INST\] {message} \[/INST\]"
|
14 |
+
return prompt
|
|
|
|
|
|
|
|
|
|
|
|
|
15 |
|
16 |
def generate(prompt, history, system_prompt, temperature=0.9, max_new_tokens=9048, top_p=0.95, repetition_penalty=1.0):
|
17 |
+
temperature = max(float(temperature), 1e-2)
|
18 |
+
top_p = float(top_p)
|
19 |
+
generate_kwargs = dict(
|
20 |
+
temperature=temperature,
|
21 |
+
max_new_tokens=max_new_tokens,
|
22 |
+
top_p=top_p,
|
23 |
+
repetition_penalty=repetition_penalty,
|
24 |
+
do_sample=True,
|
25 |
+
seed=42,
|
26 |
+
)
|
27 |
+
|
28 |
+
# Get current time
|
29 |
+
now = datetime.datetime.now()
|
30 |
+
formatted_time = now.strftime("%H.%M.%S, %B, %Y")
|
31 |
+
system_prompt = f"server log: ~This message was sent at {formatted_time}. The actual year is 2024.~"
|
32 |
+
|
33 |
+
formatted_prompt = format_prompt(f"{system_prompt}, {prompt}", history)
|
34 |
+
stream = client.text_generation(formatted_prompt, **generate_kwargs, stream=True, details=True, return_full_text=False)
|
35 |
+
output = ""
|
36 |
+
for response in stream:
|
37 |
+
output += response.token.text
|
38 |
+
yield output
|
39 |
+
return output
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
40 |
|
41 |
additional_inputs = [
|
42 |
+
gr.Textbox(label="System Prompt", max_lines=1, interactive=True),
|
43 |
+
gr.Slider(label="Temperature", value=0.9, minimum=0.0, maximum=1.0, step=0.05, interactive=True, info="Higher values produce more diverse outputs"),
|
44 |
+
gr.Slider(label="Max new tokens", value=9048, minimum=256, maximum=9048, step=64, interactive=True, info="The maximum numbers of new tokens"),
|
45 |
+
gr.Slider(label="Top-p (nucleus sampling)", value=0.90, minimum=0.0, maximum=1, step=0.05, interactive=True, info="Higher values sample more low-probability tokens"),
|
46 |
+
gr.Slider(label="Repetition penalty", value=1.2, minimum=1.0, maximum=2.0, step=0.05, interactive=True, info="Penalize repeated tokens")
|
|
|
|
|
|
|
|
|
|
|
|
|
47 |
]
|
48 |
|
49 |
+
with gr.themes.Soft():
|
50 |
+
gr.ChatInterface(
|
51 |
+
fn=generate,
|
52 |
+
chatbot=gr.Chatbot(show_label=True, show_share_button=False, show_copy_button=True, likeable=True, layout="panel"),
|
53 |
+
additional_inputs=additional_inputs,
|
54 |
+
title="ConvoLite",
|
55 |
+
concurrency_limit=20,
|
56 |
+
).launch(show_api=False)
|
|
|
|
|
|
|
|
|
|