Spaces:
Runtime error
Runtime error
vericudebuget
commited on
Commit
•
1854dfd
1
Parent(s):
93f834f
Update app.py
Browse files
app.py
CHANGED
@@ -1,25 +1,19 @@
|
|
1 |
from huggingface_hub import InferenceClient
|
2 |
import gradio as gr
|
3 |
|
4 |
-
|
5 |
-
|
6 |
-
)
|
7 |
-
|
8 |
|
9 |
def format_prompt(message, history):
|
10 |
-
|
11 |
-
|
12 |
-
|
13 |
-
|
14 |
-
|
15 |
-
|
16 |
-
|
17 |
-
def generate(
|
18 |
-
|
19 |
-
):
|
20 |
-
temperature = float(temperature)
|
21 |
-
if temperature < 1e-2:
|
22 |
-
temperature = 1e-2
|
23 |
top_p = float(top_p)
|
24 |
|
25 |
generate_kwargs = dict(
|
@@ -40,64 +34,18 @@ def generate(
|
|
40 |
yield output
|
41 |
return output
|
42 |
|
43 |
-
|
44 |
-
|
45 |
-
gr.
|
46 |
-
|
47 |
-
|
48 |
-
|
49 |
-
),
|
50 |
-
gr.Slider(
|
51 |
-
label="Temperature",
|
52 |
-
value=0.9,
|
53 |
-
minimum=0.0,
|
54 |
-
maximum=1.0,
|
55 |
-
step=0.05,
|
56 |
-
interactive=True,
|
57 |
-
info="Higher values produce more diverse outputs",
|
58 |
-
),
|
59 |
-
gr.Slider(
|
60 |
-
label="Max new tokens",
|
61 |
-
value=256,
|
62 |
-
minimum=0,
|
63 |
-
maximum=9048,
|
64 |
-
step=64,
|
65 |
-
interactive=True,
|
66 |
-
info="The maximum numbers of new tokens",
|
67 |
-
),
|
68 |
-
gr.Slider(
|
69 |
-
label="Top-p (nucleus sampling)",
|
70 |
-
value=0.90,
|
71 |
-
minimum=0.0,
|
72 |
-
maximum=1,
|
73 |
-
step=0.05,
|
74 |
-
interactive=True,
|
75 |
-
info="Higher values sample more low-probability tokens",
|
76 |
-
),
|
77 |
-
gr.Slider(
|
78 |
-
label="Repetition penalty",
|
79 |
-
value=1.2,
|
80 |
-
minimum=1.0,
|
81 |
-
maximum=2.0,
|
82 |
-
step=0.05,
|
83 |
-
interactive=True,
|
84 |
-
info="Penalize repeated tokens",
|
85 |
-
)
|
86 |
]
|
87 |
|
88 |
-
examples=[["I'm planning a vacation to Japan. Can you suggest a one-week itinerary including must-visit places and local cuisines to try?", None, None, None, None, None, ],
|
89 |
-
["Can you write a short story about a time-traveling detective who solves historical mysteries?", None, None, None, None, None,],
|
90 |
-
["I'm trying to learn French. Can you provide some common phrases that would be useful for a beginner, along with their pronunciations?", None, None, None, None, None,],
|
91 |
-
["I have chicken, rice, and bell peppers in my kitchen. Can you suggest an easy recipe I can make with these ingredients?", None, None, None, None, None,],
|
92 |
-
["Can you explain how the QuickSort algorithm works and provide a Python implementation?", None, None, None, None, None,],
|
93 |
-
["What are some unique features of Rust that make it stand out compared to other systems programming languages like C++?", None, None, None, None, None,],
|
94 |
-
]
|
95 |
-
|
96 |
gr.ChatInterface(
|
97 |
fn=generate,
|
98 |
chatbot=gr.Chatbot(show_label=False, show_share_button=False, show_copy_button=True, likeable=True, layout="panel"),
|
99 |
additional_inputs=additional_inputs,
|
100 |
title="Mixtral 46.7B",
|
101 |
-
examples=examples,
|
102 |
concurrency_limit=20,
|
103 |
-
).launch(show_api=False)
|
|
|
1 |
from huggingface_hub import InferenceClient
|
2 |
import gradio as gr
|
3 |
|
4 |
+
# Initialize the InferenceClient
|
5 |
+
client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1")
|
|
|
|
|
6 |
|
7 |
def format_prompt(message, history):
|
8 |
+
prompt = "<s>"
|
9 |
+
for user_prompt, bot_response in history:
|
10 |
+
prompt += f"[INST] {user_prompt} [/INST]"
|
11 |
+
prompt += f" {bot_response}</s> "
|
12 |
+
prompt += f"[INST] {message} [/INST]"
|
13 |
+
return prompt
|
14 |
+
|
15 |
+
def generate(prompt, history, system_prompt, temperature=0.9, max_new_tokens=9048, top_p=0.95, repetition_penalty=1.0):
|
16 |
+
temperature = max(float(temperature), 1e-2)
|
|
|
|
|
|
|
|
|
17 |
top_p = float(top_p)
|
18 |
|
19 |
generate_kwargs = dict(
|
|
|
34 |
yield output
|
35 |
return output
|
36 |
|
37 |
+
additional_inputs = [
|
38 |
+
gr.Textbox(label="System Prompt", max_lines=1, interactive=True),
|
39 |
+
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"),
|
40 |
+
gr.Slider(label="Max new tokens", value=256, minimum=9000, maximum=9048, step=64, interactive=True, info="The maximum numbers of new tokens"),
|
41 |
+
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"),
|
42 |
+
gr.Slider(label="Repetition penalty", value=1.2, minimum=1.0, maximum=2.0, step=0.05, interactive=True, info="Penalize repeated tokens")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
43 |
]
|
44 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
45 |
gr.ChatInterface(
|
46 |
fn=generate,
|
47 |
chatbot=gr.Chatbot(show_label=False, show_share_button=False, show_copy_button=True, likeable=True, layout="panel"),
|
48 |
additional_inputs=additional_inputs,
|
49 |
title="Mixtral 46.7B",
|
|
|
50 |
concurrency_limit=20,
|
51 |
+
).launch(show_api=False)
|