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Runtime error
Matt
commited on
Commit
·
e300032
1
Parent(s):
c078aee
Add defaults
Browse files
app.py
CHANGED
@@ -11,13 +11,88 @@ demo_conversation = """[
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{"role": "user", "content": "Can I ask a question?"}
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]"""
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-
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{{ "<|im_start|>" + message["role"] + "\\n" + message["content"] + "<|im_end|>\\n" }}
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{% endfor %}
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{% if add_generation_prompt %}
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{{ "<|im_start|>assistant\\n" }}
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{% endif %}"""
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-
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description_text = """# Chat Template Creator
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### This space is a helper app for writing [Chat Templates](https://huggingface.co/docs/transformers/main/en/chat_templating).
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@@ -40,6 +115,9 @@ def apply_chat_template(template, test_conversation, add_generation_prompt, clea
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formatted = tokenizer.apply_chat_template(conversation, tokenize=False, add_generation_prompt=add_generation_prompt)
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return formatted, pr_snippet
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with gr.Blocks() as demo:
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gr.Markdown(description_text)
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@@ -47,13 +125,13 @@ with gr.Blocks() as demo:
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with gr.Row():
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gr.Markdown("### Pick an existing template to start:")
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with gr.Row():
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gr.Button("ChatML")
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gr.Button("Zephyr")
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gr.Button("LLaMA")
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with gr.Row():
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gr.Button("Alpaca")
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gr.Button("Vicuna")
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gr.Button("
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with gr.Row():
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with gr.Column():
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template_in = gr.TextArea(value=default_template, lines=10, max_lines=30, label="Chat Template")
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@@ -64,10 +142,17 @@ with gr.Blocks() as demo:
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with gr.Column():
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formatted_out = gr.TextArea(label="Formatted conversation")
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code_snippet_out = gr.TextArea(label="Code snippet to create PR", lines=3, show_label=True, show_copy_button=True)
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-
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-
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demo.launch()
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{"role": "user", "content": "Can I ask a question?"}
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]"""
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chat_templates = {
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"chatml": """{% for message in messages %}
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{{ "<|im_start|>" + message["role"] + "\\n" + message["content"] + "<|im_end|>\\n" }}
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{% endfor %}
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{% if add_generation_prompt %}
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{{ "<|im_start|>assistant\\n" }}
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{% endif %}""",
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"zephyr": """{% for message in messages %}
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{% if message['role'] == 'user' %}
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{{ '<|user|>\n' + message['content'] + eos_token }}
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{% elif message['role'] == 'system' %}
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{{ '<|system|>\n' + message['content'] + eos_token }}
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{% elif message['role'] == 'assistant' %}
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{{ '<|assistant|>\n' + message['content'] + eos_token }}
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{% endif %}
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{% if loop.last and add_generation_prompt %}
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{{ '<|assistant|>' }}
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{% endif %}
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{% endfor %}""",
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"llama": """{% if messages[0]['role'] == 'system' %}
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{% set loop_messages = messages[1:] %}
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{% set system_message = messages[0]['content'] %}
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{% else %}
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{% set loop_messages = messages %}
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{% set system_message = false %}
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{% endif %}
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{% for message in loop_messages %}
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{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}
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{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}
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{% endif %}
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{% if loop.index0 == 0 and system_message != false %}
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{% set content = '<<SYS>>\\n' + system_message + '\\n<</SYS>>\\n\\n' + message['content'] %}
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{% else %}
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{% set content = message['content'] %}
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{% endif %}
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{% if message['role'] == 'user' %}
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{{ bos_token + '[INST] ' + content.strip() + ' [/INST]' }}
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{% elif message['role'] == 'assistant' %}
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{{ ' ' + content.strip() + ' ' + eos_token }}
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{% endif %}
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{% endfor %}"""
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"alpaca": """{% for message in messages %}
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{% if message['role'] == 'system' %}
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{{ message['content'] + '\n\n' }}
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{% elif message['role'] == 'user' %}
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{{ '### Instruction:\n' + message['content'] + '\n\n' }}
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{% elif message['role'] == 'assistant' %}
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{{ '### Response:\n' + message['content'] + '\n\n' }}
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{% endif %}
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{% if loop.last and add_generation_prompt %}
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{{ '### Response:\n' }}
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{% endif %}
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{% endfor %}""",
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"vicuna": """{% for message in messages %}
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{% if message['role'] == 'system' %}
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{{ message['content'] + '\n' }}
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{% elif message['role'] == 'user' %}
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{{ 'USER:\n' + message['content'] + '\n' }}
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{% elif message['role'] == 'assistant' %}
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{{ 'ASSISTANT:\n' + message['content'] + '\n' }}
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{% endif %}
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{% if loop.last and add_generation_prompt %}
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{{ 'ASSISTANT:\n' }}
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{% endif %}
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{% endfor %}""",
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"falcon": """{% for message in messages %}
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{% if not loop.first %}
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{{ '\n' }}
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{% endif %}
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{% if message['role'] == 'system' %}
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{{ 'System: ' }}
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{% elif message['role'] == 'user' %}
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{{ 'User: ' }}
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{% elif message['role'] == 'assistant' %}
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{{ 'Falcon: ' }}
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{% endif %}
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{{ message['content'] }}
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{% endfor %}
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{% if add_generation_prompt %}
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{{ '\n' + 'Falcon:' }}
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{% endif %}"""
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}
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description_text = """# Chat Template Creator
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### This space is a helper app for writing [Chat Templates](https://huggingface.co/docs/transformers/main/en/chat_templating).
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formatted = tokenizer.apply_chat_template(conversation, tokenize=False, add_generation_prompt=add_generation_prompt)
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return formatted, pr_snippet
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def load_template(template_name):
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template_in.value = chat_templates[template_name]
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with gr.Blocks() as demo:
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gr.Markdown(description_text)
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with gr.Row():
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gr.Markdown("### Pick an existing template to start:")
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with gr.Row():
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load_chatml = gr.Button("ChatML")
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load_zephyr = gr.Button("Zephyr")
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load_llama = gr.Button("LLaMA")
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with gr.Row():
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load_alpaca = gr.Button("Alpaca")
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load_vicuna = gr.Button("Vicuna")
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load_falcon = gr.Button("Falcon")
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with gr.Row():
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with gr.Column():
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template_in = gr.TextArea(value=default_template, lines=10, max_lines=30, label="Chat Template")
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with gr.Column():
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formatted_out = gr.TextArea(label="Formatted conversation")
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code_snippet_out = gr.TextArea(label="Code snippet to create PR", lines=3, show_label=True, show_copy_button=True)
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submit.click(fn=apply_chat_template,
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inputs=[template_in, conversation_in, generation_prompt_check, cleanup_whitespace_check],
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outputs=[formatted_out, code_snippet_out]
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)
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load_chatml.click(fn=load_template, "chatml")
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load_zephyr.click(fn=load_template, "zephyr")
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load_llama.click(fn=load_template, "llama")
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load_alpaca.click(fn=load_template, "alpaca")
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load_vicuna.click(fn=load_template, "vicuna")
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load_falcon.click(fn=load_template, "falcon")
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demo.launch()
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