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import gradio as gr | |
import time | |
import json | |
from ..globals import Global | |
from ..models import get_tokenizer | |
def handle_decode(encoded_tokens_json): | |
try: | |
encoded_tokens = json.loads(encoded_tokens_json) | |
if Global.ui_dev_mode: | |
return f"Not actually decoding tokens in UI dev mode.", gr.Markdown.update("", visible=False) | |
tokenizer = get_tokenizer() | |
decoded_tokens = tokenizer.decode(encoded_tokens) | |
return decoded_tokens, gr.Markdown.update("", visible=False) | |
except Exception as e: | |
return "", gr.Markdown.update("Error: " + str(e), visible=True) | |
def handle_encode(decoded_tokens): | |
try: | |
if Global.ui_dev_mode: | |
return f"[\"Not actually encoding tokens in UI dev mode.\"]", gr.Markdown.update("", visible=False) | |
tokenizer = get_tokenizer() | |
result = tokenizer(decoded_tokens) | |
encoded_tokens_json = json.dumps(result['input_ids'], indent=2) | |
return encoded_tokens_json, gr.Markdown.update("", visible=False) | |
except Exception as e: | |
return "", gr.Markdown.update("Error: " + str(e), visible=True) | |
def tokenizer_ui(): | |
things_that_might_timeout = [] | |
with gr.Blocks() as tokenizer_ui_blocks: | |
with gr.Row(): | |
with gr.Column(): | |
encoded_tokens = gr.Code( | |
label="Encoded Tokens (JSON)", | |
language="json", | |
value=sample_encoded_tokens_value, | |
elem_id="tokenizer_encoded_tokens_input_textbox") | |
decode_btn = gr.Button("Decode ➡️") | |
encoded_tokens_error_message = gr.Markdown( | |
"", visible=False, elem_classes="error-message") | |
with gr.Column(): | |
decoded_tokens = gr.Code( | |
label="Decoded Tokens", | |
value=sample_decoded_text_value, | |
elem_id="tokenizer_decoded_text_input_textbox") | |
encode_btn = gr.Button("⬅️ Encode") | |
decoded_tokens_error_message = gr.Markdown( | |
"", visible=False, elem_classes="error-message") | |
decoding = decode_btn.click( | |
fn=handle_decode, | |
inputs=[encoded_tokens], | |
outputs=[decoded_tokens, encoded_tokens_error_message], | |
) | |
encoding = encode_btn.click( | |
fn=handle_encode, | |
inputs=[decoded_tokens], | |
outputs=[encoded_tokens, decoded_tokens_error_message], | |
) | |
things_that_might_timeout.append(decoding) | |
things_that_might_timeout.append(encoding) | |
stop_timeoutable_btn = gr.Button( | |
"stop not-responding elements", | |
elem_id="inference_stop_timeoutable_btn", | |
elem_classes="foot_stop_timeoutable_btn") | |
stop_timeoutable_btn.click( | |
fn=None, inputs=None, outputs=None, cancels=things_that_might_timeout) | |
tokenizer_ui_blocks.load(_js=""" | |
function tokenizer_ui_blocks_js() { | |
} | |
""") | |
sample_encoded_tokens_value = """ | |
[ | |
15043, | |
3186, | |
29889 | |
] | |
""" | |
sample_decoded_text_value = """ | |
""" | |