Spaces:
Running
Running
maxiaolong03 commited on
Commit ·
85fc2c3
1
Parent(s): bc61229
add files
Browse files
app.py
CHANGED
|
@@ -51,28 +51,53 @@ def get_args() -> argparse.Namespace:
|
|
| 51 |
parser.add_argument("--server-name", type=str, default="0.0.0.0", help="Demo server name.")
|
| 52 |
parser.add_argument("--max_char", type=int, default=8000, help="Maximum character limit for messages.")
|
| 53 |
parser.add_argument("--max_retry_num", type=int, default=3, help="Maximum retry number for request.")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 54 |
parser.add_argument(
|
| 55 |
"--model_map",
|
| 56 |
type=str,
|
| 57 |
default="""{
|
| 58 |
-
"
|
| 59 |
-
"
|
| 60 |
-
"
|
| 61 |
-
"
|
| 62 |
-
"
|
| 63 |
}""",
|
| 64 |
help="""JSON string defining model name to endpoint mappings.
|
| 65 |
Required Format:
|
| 66 |
{"model_name": "http://localhost:port/v1", ...}
|
| 67 |
|
| 68 |
Note:
|
|
|
|
| 69 |
- All endpoints must be valid HTTP URLs
|
| 70 |
- At least one model must be specified
|
| 71 |
-
-
|
| 72 |
* ERNIE-4.5[-*]: Text-only model
|
| 73 |
* ERNIE-4.5-VL[-*]: Multimodal models (image+text)
|
| 74 |
""",
|
| 75 |
)
|
|
|
|
| 76 |
|
| 77 |
args = parser.parse_args()
|
| 78 |
try:
|
|
@@ -82,7 +107,20 @@ def get_args() -> argparse.Namespace:
|
|
| 82 |
if len(args.model_map) < 1:
|
| 83 |
raise ValueError("model_map must contain at least one model configuration")
|
| 84 |
except json.JSONDecodeError as e:
|
| 85 |
-
raise ValueError("Invalid JSON format for --
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 86 |
|
| 87 |
return args
|
| 88 |
|
|
@@ -132,6 +170,7 @@ class GradioEvents:
|
|
| 132 |
max_tokens: int,
|
| 133 |
temperature: float,
|
| 134 |
top_p: float,
|
|
|
|
| 135 |
bot_client: BotClient,
|
| 136 |
) -> str:
|
| 137 |
"""
|
|
@@ -150,6 +189,7 @@ class GradioEvents:
|
|
| 150 |
max_tokens (int): Maximum tokens.
|
| 151 |
temperature (float): Temperature.
|
| 152 |
top_p (float): Top p.
|
|
|
|
| 153 |
bot_client (BotClient): Bot client.
|
| 154 |
|
| 155 |
Yields:
|
|
@@ -181,6 +221,7 @@ class GradioEvents:
|
|
| 181 |
|
| 182 |
try:
|
| 183 |
req_data = {"messages": conversation}
|
|
|
|
| 184 |
for chunk in bot_client.process_stream(model_name, req_data, max_tokens, temperature, top_p):
|
| 185 |
if "error" in chunk:
|
| 186 |
raise Exception(chunk["error"])
|
|
@@ -206,6 +247,7 @@ class GradioEvents:
|
|
| 206 |
max_tokens: int,
|
| 207 |
temperature: float,
|
| 208 |
top_p: float,
|
|
|
|
| 209 |
bot_client: BotClient,
|
| 210 |
) -> list:
|
| 211 |
"""
|
|
@@ -225,6 +267,7 @@ class GradioEvents:
|
|
| 225 |
max_tokens (int): The maximum token length of the generated response.
|
| 226 |
temperature (float): The temperature parameter used by the model.
|
| 227 |
top_p (float): The top_p parameter used by the model.
|
|
|
|
| 228 |
bot_client (BotClient): The bot client.
|
| 229 |
|
| 230 |
Returns:
|
|
@@ -238,7 +281,17 @@ class GradioEvents:
|
|
| 238 |
yield chatbot
|
| 239 |
|
| 240 |
new_texts = GradioEvents.chat_stream(
|
| 241 |
-
query,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 242 |
)
|
| 243 |
|
| 244 |
response = ""
|
|
@@ -268,6 +321,7 @@ class GradioEvents:
|
|
| 268 |
max_tokens: int,
|
| 269 |
temperature: float,
|
| 270 |
top_p: float,
|
|
|
|
| 271 |
bot_client: BotClient,
|
| 272 |
) -> list:
|
| 273 |
"""
|
|
@@ -285,6 +339,7 @@ class GradioEvents:
|
|
| 285 |
max_tokens (int): The maximum token length of the generated response.
|
| 286 |
temperature (float): The temperature parameter used by the model.
|
| 287 |
top_p (float): The top_p parameter used by the model.
|
|
|
|
| 288 |
bot_client (BotClient): The bot client.
|
| 289 |
|
| 290 |
Yields:
|
|
@@ -312,6 +367,7 @@ class GradioEvents:
|
|
| 312 |
max_tokens,
|
| 313 |
temperature,
|
| 314 |
top_p,
|
|
|
|
| 315 |
bot_client,
|
| 316 |
)
|
| 317 |
|
|
@@ -365,7 +421,7 @@ class GradioEvents:
|
|
| 365 |
Returns:
|
| 366 |
gr.update: An update object representing the visibility of the file button.
|
| 367 |
"""
|
| 368 |
-
return gr.update(visible=
|
| 369 |
|
| 370 |
|
| 371 |
def launch_demo(args: argparse.Namespace, bot_client: BotClient):
|
|
@@ -377,6 +433,11 @@ def launch_demo(args: argparse.Namespace, bot_client: BotClient):
|
|
| 377 |
bot_client (BotClient): Bot client instance
|
| 378 |
"""
|
| 379 |
css = """
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 380 |
/* Hide original Chinese text */
|
| 381 |
#file-upload .wrap {
|
| 382 |
font-size: 0 !important;
|
|
@@ -404,12 +465,20 @@ def launch_demo(args: argparse.Namespace, bot_client: BotClient):
|
|
| 404 |
)
|
| 405 |
gr.Markdown(
|
| 406 |
"""\
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 407 |
<center><font size=3>This demo is based on ERNIE models. \
|
| 408 |
(本演示基于文心大模型实现。)</center>"""
|
| 409 |
)
|
| 410 |
|
| 411 |
chatbot = gr.Chatbot(label="ERNIE", elem_classes="control-height", type="messages")
|
| 412 |
-
model_names = list(args.
|
| 413 |
with gr.Row():
|
| 414 |
model_name = gr.Dropdown(
|
| 415 |
label="Select Model", choices=model_names, value=model_names[0], allow_custom_value=True
|
|
@@ -418,7 +487,7 @@ def launch_demo(args: argparse.Namespace, bot_client: BotClient):
|
|
| 418 |
label="Image upload (Active only for multimodal models. Accepted formats: PNG, JPEG, JPG)",
|
| 419 |
height="80px",
|
| 420 |
visible=True,
|
| 421 |
-
file_types=[".png", ".jpeg", "jpg"],
|
| 422 |
elem_id="file-upload",
|
| 423 |
)
|
| 424 |
query = gr.Textbox(label="Input", elem_id="text_input")
|
|
@@ -444,8 +513,12 @@ def launch_demo(args: argparse.Namespace, bot_client: BotClient):
|
|
| 444 |
model_name.change(
|
| 445 |
GradioEvents.reset_state, outputs=[chatbot, task_history, image_history, file_btn], show_progress=True
|
| 446 |
)
|
| 447 |
-
predict_with_clients = partial(
|
| 448 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 449 |
query.submit(
|
| 450 |
predict_with_clients,
|
| 451 |
inputs=[query, chatbot, task_history, image_history, model_name, file_btn] + additional_inputs,
|
|
|
|
| 51 |
parser.add_argument("--server-name", type=str, default="0.0.0.0", help="Demo server name.")
|
| 52 |
parser.add_argument("--max_char", type=int, default=8000, help="Maximum character limit for messages.")
|
| 53 |
parser.add_argument("--max_retry_num", type=int, default=3, help="Maximum retry number for request.")
|
| 54 |
+
parser.add_argument(
|
| 55 |
+
"--model_name_map",
|
| 56 |
+
type=str,
|
| 57 |
+
default="""{
|
| 58 |
+
"ERNIE-4.5-300B-A47B": "ernie-4.5-turbo-128k-preview",
|
| 59 |
+
"ERNIE-4.5-21B-A3B": "ernie-4.5-21b-a3b",
|
| 60 |
+
"ERNIE-4.5-0.3B": "ernie-4.5-0.3b",
|
| 61 |
+
"ERNIE-4.5-VL-424B-A47B": "ernie-4.5-turbo-vl-preview",
|
| 62 |
+
"ERNIE-4.5-VL-28B-A3B": "ernie-4.5-vl-28b-a3b"
|
| 63 |
+
}""",
|
| 64 |
+
help="""JSON string defining model name to internal name mappings.
|
| 65 |
+
Required Format:
|
| 66 |
+
{"model_name": "internal_model_name", ...}
|
| 67 |
+
|
| 68 |
+
Note:
|
| 69 |
+
- When specified, model_name must exist in model_map
|
| 70 |
+
- All names must be unique
|
| 71 |
+
- Defaults to empty mapping if not provided
|
| 72 |
+
- model_name MUST follow prefix rules:
|
| 73 |
+
* ERNIE-4.5[-*]: Text-only model
|
| 74 |
+
* ERNIE-4.5-VL[-*]: Multimodal models (image+text)
|
| 75 |
+
""",
|
| 76 |
+
)
|
| 77 |
parser.add_argument(
|
| 78 |
"--model_map",
|
| 79 |
type=str,
|
| 80 |
default="""{
|
| 81 |
+
"ERNIE-4.5-300B-A47B": "https://qianfan.baidubce.com/v2",
|
| 82 |
+
"ERNIE-4.5-21B-A3B": "https://qianfan.baidubce.com/v2",
|
| 83 |
+
"ERNIE-4.5-0.3B": "https://qianfan.baidubce.com/v2",
|
| 84 |
+
"ERNIE-4.5-VL-424B-A47B": "https://qianfan.baidubce.com/v2",
|
| 85 |
+
"ERNIE-4.5-VL-28B-A3B": "https://qianfan.baidubce.com/v2"
|
| 86 |
}""",
|
| 87 |
help="""JSON string defining model name to endpoint mappings.
|
| 88 |
Required Format:
|
| 89 |
{"model_name": "http://localhost:port/v1", ...}
|
| 90 |
|
| 91 |
Note:
|
| 92 |
+
- When specified, model_name must exist in model_name_map
|
| 93 |
- All endpoints must be valid HTTP URLs
|
| 94 |
- At least one model must be specified
|
| 95 |
+
- model_name MUST follow prefix rules:
|
| 96 |
* ERNIE-4.5[-*]: Text-only model
|
| 97 |
* ERNIE-4.5-VL[-*]: Multimodal models (image+text)
|
| 98 |
""",
|
| 99 |
)
|
| 100 |
+
parser.add_argument("--api_key", type=str, default="bce-v3/xxx", help="Model service API key.")
|
| 101 |
|
| 102 |
args = parser.parse_args()
|
| 103 |
try:
|
|
|
|
| 107 |
if len(args.model_map) < 1:
|
| 108 |
raise ValueError("model_map must contain at least one model configuration")
|
| 109 |
except json.JSONDecodeError as e:
|
| 110 |
+
raise ValueError("Invalid JSON format for --model_map") from e
|
| 111 |
+
|
| 112 |
+
try:
|
| 113 |
+
args.model_name_map = json.loads(args.model_name_map)
|
| 114 |
+
except json.JSONDecodeError as e:
|
| 115 |
+
raise ValueError("Invalid JSON format for --model_name_map") from e
|
| 116 |
+
|
| 117 |
+
if args.model_name_map:
|
| 118 |
+
for model_name in list(args.model_map.keys()):
|
| 119 |
+
internal_model = args.model_name_map.get(model_name, model_name)
|
| 120 |
+
args.model_map[internal_model] = args.model_map.pop(model_name)
|
| 121 |
+
else:
|
| 122 |
+
for key in args.model_map:
|
| 123 |
+
args.model_name_map[key] = key
|
| 124 |
|
| 125 |
return args
|
| 126 |
|
|
|
|
| 170 |
max_tokens: int,
|
| 171 |
temperature: float,
|
| 172 |
top_p: float,
|
| 173 |
+
model_name_map: dict,
|
| 174 |
bot_client: BotClient,
|
| 175 |
) -> str:
|
| 176 |
"""
|
|
|
|
| 189 |
max_tokens (int): Maximum tokens.
|
| 190 |
temperature (float): Temperature.
|
| 191 |
top_p (float): Top p.
|
| 192 |
+
model_name_map (dict): Model name map.
|
| 193 |
bot_client (BotClient): Bot client.
|
| 194 |
|
| 195 |
Yields:
|
|
|
|
| 221 |
|
| 222 |
try:
|
| 223 |
req_data = {"messages": conversation}
|
| 224 |
+
model_name = model_name_map.get(model_name, model_name)
|
| 225 |
for chunk in bot_client.process_stream(model_name, req_data, max_tokens, temperature, top_p):
|
| 226 |
if "error" in chunk:
|
| 227 |
raise Exception(chunk["error"])
|
|
|
|
| 247 |
max_tokens: int,
|
| 248 |
temperature: float,
|
| 249 |
top_p: float,
|
| 250 |
+
model_name_map: dict,
|
| 251 |
bot_client: BotClient,
|
| 252 |
) -> list:
|
| 253 |
"""
|
|
|
|
| 267 |
max_tokens (int): The maximum token length of the generated response.
|
| 268 |
temperature (float): The temperature parameter used by the model.
|
| 269 |
top_p (float): The top_p parameter used by the model.
|
| 270 |
+
model_name_map (dict): The model name map.
|
| 271 |
bot_client (BotClient): The bot client.
|
| 272 |
|
| 273 |
Returns:
|
|
|
|
| 281 |
yield chatbot
|
| 282 |
|
| 283 |
new_texts = GradioEvents.chat_stream(
|
| 284 |
+
query,
|
| 285 |
+
task_history,
|
| 286 |
+
image_history,
|
| 287 |
+
model,
|
| 288 |
+
file_url,
|
| 289 |
+
system_msg,
|
| 290 |
+
max_tokens,
|
| 291 |
+
temperature,
|
| 292 |
+
top_p,
|
| 293 |
+
model_name_map,
|
| 294 |
+
bot_client,
|
| 295 |
)
|
| 296 |
|
| 297 |
response = ""
|
|
|
|
| 321 |
max_tokens: int,
|
| 322 |
temperature: float,
|
| 323 |
top_p: float,
|
| 324 |
+
model_name_map: dict,
|
| 325 |
bot_client: BotClient,
|
| 326 |
) -> list:
|
| 327 |
"""
|
|
|
|
| 339 |
max_tokens (int): The maximum token length of the generated response.
|
| 340 |
temperature (float): The temperature parameter used by the model.
|
| 341 |
top_p (float): The top_p parameter used by the model.
|
| 342 |
+
model_name_map (dict): The model name map.
|
| 343 |
bot_client (BotClient): The bot client.
|
| 344 |
|
| 345 |
Yields:
|
|
|
|
| 367 |
max_tokens,
|
| 368 |
temperature,
|
| 369 |
top_p,
|
| 370 |
+
model_name_map,
|
| 371 |
bot_client,
|
| 372 |
)
|
| 373 |
|
|
|
|
| 421 |
Returns:
|
| 422 |
gr.update: An update object representing the visibility of the file button.
|
| 423 |
"""
|
| 424 |
+
return gr.update(visible=model_name.upper().startswith(MULTI_MODEL_PREFIX)) # file_btn
|
| 425 |
|
| 426 |
|
| 427 |
def launch_demo(args: argparse.Namespace, bot_client: BotClient):
|
|
|
|
| 433 |
bot_client (BotClient): Bot client instance
|
| 434 |
"""
|
| 435 |
css = """
|
| 436 |
+
#file-upload {
|
| 437 |
+
height: 90px !important;
|
| 438 |
+
min-height: 90px !important;
|
| 439 |
+
max-height: 90px !important;
|
| 440 |
+
}
|
| 441 |
/* Hide original Chinese text */
|
| 442 |
#file-upload .wrap {
|
| 443 |
font-size: 0 !important;
|
|
|
|
| 465 |
)
|
| 466 |
gr.Markdown(
|
| 467 |
"""\
|
| 468 |
+
<center><font size=3> <a href="https://ernie.baidu.com/">ERNIE Bot</a> | \
|
| 469 |
+
<a href="https://github.com/PaddlePaddle/ERNIE">GitHub</a> | \
|
| 470 |
+
<a href="https://huggingface.co/baidu">Hugging Face</a> | \
|
| 471 |
+
<a href="https://aistudio.baidu.com/modelsoverview">BAIDU AI Studio</a> | \
|
| 472 |
+
<a href="https://yiyan.baidu.com/blog/publication/">Technical Report</a></center>"""
|
| 473 |
+
)
|
| 474 |
+
gr.Markdown(
|
| 475 |
+
"""\
|
| 476 |
<center><font size=3>This demo is based on ERNIE models. \
|
| 477 |
(本演示基于文心大模型实现。)</center>"""
|
| 478 |
)
|
| 479 |
|
| 480 |
chatbot = gr.Chatbot(label="ERNIE", elem_classes="control-height", type="messages")
|
| 481 |
+
model_names = list(args.model_name_map.keys())
|
| 482 |
with gr.Row():
|
| 483 |
model_name = gr.Dropdown(
|
| 484 |
label="Select Model", choices=model_names, value=model_names[0], allow_custom_value=True
|
|
|
|
| 487 |
label="Image upload (Active only for multimodal models. Accepted formats: PNG, JPEG, JPG)",
|
| 488 |
height="80px",
|
| 489 |
visible=True,
|
| 490 |
+
file_types=[".png", ".jpeg", ".jpg"],
|
| 491 |
elem_id="file-upload",
|
| 492 |
)
|
| 493 |
query = gr.Textbox(label="Input", elem_id="text_input")
|
|
|
|
| 513 |
model_name.change(
|
| 514 |
GradioEvents.reset_state, outputs=[chatbot, task_history, image_history, file_btn], show_progress=True
|
| 515 |
)
|
| 516 |
+
predict_with_clients = partial(
|
| 517 |
+
GradioEvents.predict_stream, model_name_map=args.model_name_map, bot_client=bot_client
|
| 518 |
+
)
|
| 519 |
+
regenerate_with_clients = partial(
|
| 520 |
+
GradioEvents.regenerate, model_name_map=args.model_name_map, bot_client=bot_client
|
| 521 |
+
)
|
| 522 |
query.submit(
|
| 523 |
predict_with_clients,
|
| 524 |
inputs=[query, chatbot, task_history, image_history, model_name, file_btn] + additional_inputs,
|