Spaces:
Sleeping
Sleeping
suprimedev
commited on
Commit
•
797fae6
1
Parent(s):
99c5a04
Update app.py
Browse files
app.py
CHANGED
@@ -1,143 +1,8 @@
|
|
1 |
-
|
2 |
-
import
|
3 |
-
import os
|
4 |
-
import re
|
5 |
-
import uuid
|
6 |
-
import secrets
|
7 |
|
8 |
-
|
9 |
-
|
10 |
-
cohere_api_key = os.getenv("COHERE_API_KEY")
|
11 |
-
co = cohere.Client(cohere_api_key, client_name="huggingface-rp")
|
12 |
-
|
13 |
-
|
14 |
-
def trigger_example(example):
|
15 |
-
chat, updated_history = generate_response(example)
|
16 |
-
return chat, updated_history
|
17 |
-
|
18 |
-
def generate_response(user_message, cid, token, history=None):
|
19 |
-
|
20 |
-
if not token:
|
21 |
-
raise gr.Error("Error loading.")
|
22 |
-
|
23 |
-
if history is None:
|
24 |
-
history = []
|
25 |
-
if cid == "" or None:
|
26 |
-
cid = str(uuid.uuid4())
|
27 |
-
|
28 |
-
print(f"cid: {cid} prompt:{user_message}")
|
29 |
-
|
30 |
-
history.append(user_message)
|
31 |
-
|
32 |
-
stream = co.chat_stream(message=user_message, conversation_id=cid, model='command-r-plus', connectors=[], temperature=0.3)
|
33 |
-
|
34 |
-
output = ""
|
35 |
-
|
36 |
-
for idx, response in enumerate(stream):
|
37 |
-
if response.event_type == "text-generation":
|
38 |
-
output += response.text
|
39 |
-
if idx == 0:
|
40 |
-
history.append(" " + output)
|
41 |
-
else:
|
42 |
-
history[-1] = output
|
43 |
-
chat = [
|
44 |
-
(history[i].strip(), history[i + 1].strip())
|
45 |
-
for i in range(0, len(history) - 1, 2)
|
46 |
-
]
|
47 |
-
yield chat, history, cid
|
48 |
-
|
49 |
-
return chat, history, cid
|
50 |
-
|
51 |
-
|
52 |
-
def clear_chat():
|
53 |
-
return [], [], str(uuid.uuid4())
|
54 |
-
|
55 |
-
|
56 |
-
examples = [
|
57 |
-
"What are 8 good questions to get to know a stranger?",
|
58 |
-
"Create a list of 10 unusual excuses people might use to get out of a work meeting",
|
59 |
-
"Write a python code to reverse a string",
|
60 |
-
"Explain the relativity theory in French",
|
61 |
-
"Como sair de um helicóptero que caiu na água?",
|
62 |
-
"Formally introduce the transformer architecture with notation.",
|
63 |
-
"¿Cómo le explicarías el aprendizaje automático a un extraterrestre?",
|
64 |
-
"Summarize recent news about the North American tech job market",
|
65 |
-
"Explain gravity to a chicken.",
|
66 |
-
"Is the world discrete or analog?",
|
67 |
-
"What is the memory cost in a typical implementation of an all-gather operation?",
|
68 |
-
"Give me a brief history of the golden era of Cantopop.",
|
69 |
-
"Descrivi il processo di creazione di un capolavoro, come se fossi un artista del Rinascimento a Firenze.",
|
70 |
-
"Explique-moi le sens de la vie selon un grand auteur littéraire.",
|
71 |
-
"Give me an example of an endangered species and let me know what I can do to help preserve it"
|
72 |
]
|
73 |
-
|
74 |
-
|
75 |
-
#logo-img {
|
76 |
-
border: none !important;
|
77 |
-
}
|
78 |
-
#chat-message {
|
79 |
-
font-size: 14px;
|
80 |
-
min-height: 300px;
|
81 |
-
}
|
82 |
-
"""
|
83 |
-
|
84 |
-
with gr.Blocks(analytics_enabled=False, css=custom_css) as demo:
|
85 |
-
cid = gr.State("")
|
86 |
-
token = gr.State(value=None)
|
87 |
-
|
88 |
-
with gr.Row():
|
89 |
-
with gr.Column(scale=1):
|
90 |
-
gr.Image("logoplus.png", elem_id="logo-img", show_label=False, show_share_button=False, show_download_button=False)
|
91 |
-
with gr.Column(scale=3):
|
92 |
-
gr.Markdown("""C4AI Command R+ is a research open weights release of a 104B billion parameter with highly advanced Retrieval Augmented Generation (RAG) capabilities, tool Use to automate sophisticated tasks, and is multilingual in 10 languages: English, French, Spanish, Italian, German, Portuguese, Japanese, Korean, Arabic, and Chinese. Command R+ is optimized for a variety of use cases including reasoning, summarization, and question answering.
|
93 |
-
<br/><br/>
|
94 |
-
**Model**: [c4ai-command-r-plus](https://huggingface.co/CohereForAI/c4ai-command-r-plus)
|
95 |
-
<br/>
|
96 |
-
**Developed by**: [Cohere](https://cohere.com/) and [Cohere for AI](https://cohere.com/research)
|
97 |
-
<br/>
|
98 |
-
**License**: [CC-BY-NC](https://cohere.com/c4ai-cc-by-nc-license), requires also adhering to [C4AI's Acceptable Use Policy](https://docs.cohere.com/docs/c4ai-acceptable-use-policy)
|
99 |
-
"""
|
100 |
-
)
|
101 |
-
|
102 |
-
with gr.Column():
|
103 |
-
with gr.Row():
|
104 |
-
chatbot = gr.Chatbot(show_label=False, show_share_button=False, show_copy_button=True)
|
105 |
-
|
106 |
-
with gr.Row():
|
107 |
-
user_message = gr.Textbox(lines=1, placeholder="Ask anything ...", label="Input", show_label=False)
|
108 |
-
|
109 |
-
|
110 |
-
with gr.Row():
|
111 |
-
submit_button = gr.Button("Submit")
|
112 |
-
clear_button = gr.Button("Clear chat")
|
113 |
-
|
114 |
-
|
115 |
-
history = gr.State([])
|
116 |
-
|
117 |
-
user_message.submit(fn=generate_response, inputs=[user_message, cid, token, history], outputs=[chatbot, history, cid], concurrency_limit=32)
|
118 |
-
submit_button.click(fn=generate_response, inputs=[user_message, cid, token, history], outputs=[chatbot, history, cid], concurrency_limit=32)
|
119 |
-
|
120 |
-
clear_button.click(fn=clear_chat, inputs=None, outputs=[chatbot, history, cid], concurrency_limit=32)
|
121 |
-
|
122 |
-
user_message.submit(lambda x: gr.update(value=""), None, [user_message], queue=False)
|
123 |
-
submit_button.click(lambda x: gr.update(value=""), None, [user_message], queue=False)
|
124 |
-
clear_button.click(lambda x: gr.update(value=""), None, [user_message], queue=False)
|
125 |
-
|
126 |
-
with gr.Row():
|
127 |
-
gr.Examples(
|
128 |
-
examples=examples,
|
129 |
-
inputs=user_message,
|
130 |
-
cache_examples=False,
|
131 |
-
fn=trigger_example,
|
132 |
-
outputs=[chatbot],
|
133 |
-
examples_per_page=100
|
134 |
-
)
|
135 |
-
|
136 |
-
demo.load(lambda: secrets.token_hex(16), None, token)
|
137 |
-
|
138 |
-
if __name__ == "__main__":
|
139 |
-
# demo.launch(debug=True)
|
140 |
-
try:
|
141 |
-
demo.queue(api_open=False, max_size=40).launch(show_api=False)
|
142 |
-
except Exception as e:
|
143 |
-
print(f"Error: {e}")
|
|
|
1 |
+
# Use a pipeline as a high-level helper
|
2 |
+
from transformers import pipeline
|
|
|
|
|
|
|
|
|
3 |
|
4 |
+
messages = [
|
5 |
+
{"role": "user", "content": "سلام خوبی؟"},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
6 |
]
|
7 |
+
pipe = pipeline("text-generation", model="CohereForAI/aya-23-8B")
|
8 |
+
pipe(messages)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|