diff --git a/gguf-py/pyproject.toml b/gguf-py/pyproject.toml index 19f6761e2f912..42c312c8030c2 100644 --- a/gguf-py/pyproject.toml +++ b/gguf-py/pyproject.toml @@ -26,6 +26,7 @@ pyyaml = ">=5.1" [tool.poetry.dev-dependencies] pytest = "^5.2" +jinja2 = ">=3.1.0" [build-system] requires = ["poetry-core>=1.0.0"] @@ -36,3 +37,4 @@ gguf-convert-endian = "scripts:gguf_convert_endian_entrypoint" gguf-dump = "scripts:gguf_dump_entrypoint" gguf-set-metadata = "scripts:gguf_set_metadata_entrypoint" gguf-new-metadata = "scripts:gguf_new_metadata_entrypoint" +gguf-template = "scripts:gguf_template_entrypoint" diff --git a/gguf-py/scripts/__init__.py b/gguf-py/scripts/__init__.py index e77f2e9c97c31..7d75bae46dfb7 100644 --- a/gguf-py/scripts/__init__.py +++ b/gguf-py/scripts/__init__.py @@ -4,3 +4,4 @@ from .gguf_dump import main as gguf_dump_entrypoint from .gguf_set_metadata import main as gguf_set_metadata_entrypoint from .gguf_new_metadata import main as gguf_new_metadata_entrypoint +from .gguf_template import main as gguf_template_entrypoint diff --git a/gguf-py/scripts/gguf_template.py b/gguf-py/scripts/gguf_template.py new file mode 100755 index 0000000000000..6bb1c10213c84 --- /dev/null +++ b/gguf-py/scripts/gguf_template.py @@ -0,0 +1,160 @@ +#!/usr/bin/env python3 +""" +gguf_template.py - example file to extract the chat template from the models metadata +""" + +from __future__ import annotations + +import argparse +import logging +import os +import sys +from pathlib import Path + +import jinja2 +import jinja2.sandbox + +# Necessary to load the local gguf package +if "NO_LOCAL_GGUF" not in os.environ and (Path(__file__).parent.parent.parent / 'gguf-py').exists(): + sys.path.insert(0, str(Path(__file__).parent.parent)) + +from gguf.constants import Keys +from gguf.gguf_reader import GGUFReader # noqa: E402 + +# Configure logging +logger = logging.getLogger("gguf-chat-template") + + +def get_chat_template(model_file: str) -> str: + reader = GGUFReader(model_file) + + # Available keys + logger.debug("Detected model metadata!") + logger.debug("Outputting available model fields:") + for key in reader.fields.keys(): + logger.debug(key) + + # Access the 'chat_template' field directly using its key + chat_template_field = reader.fields.get(Keys.Tokenizer.CHAT_TEMPLATE) + + if chat_template_field: + # Extract the chat template string from the field + chat_template_memmap = chat_template_field.parts[-1] + chat_template_string = chat_template_memmap.tobytes().decode("utf-8") + return chat_template_string + else: + logger.error("Chat template field not found in model metadata.") + return "" + + +def render_chat_template( + chat_template: str, + bos_token: str, + eos_token: str, + add_generation_prompt: bool = False, + render_template: bool = False, +) -> str: + """ + Display the chat template to standard output, optionally formatting it using Jinja2. + + Args: + chat_template (str): The extracted chat template. + render_template (bool, optional): Whether to format the template using Jinja2. Defaults to False. + """ + logger.debug(f"Render Template: {render_template}") + logger.debug(f"Add Generation Prompt: {add_generation_prompt}") + + if render_template: + # Render the formatted template using Jinja2 with a context that includes 'bos_token' and 'eos_token' + env = jinja2.sandbox.ImmutableSandboxedEnvironment( + trim_blocks=True, lstrip_blocks=True + ) + template = env.from_string(chat_template) + + messages = [ + {"role": "system", "content": "I am a helpful assistant."}, + {"role": "user", "content": "Hello!"}, + {"role": "assistant", "content": "Hello! How may I assist you today?"}, + {"role": "user", "content": "Can you tell me what pickled mayonnaise is?"}, + {"role": "assistant", "content": "Certainly! What would you like to know about it?"}, + {"role": "user", "content": "Is it just regular mayonnaise with vinegar or something else?"}, + ] + + try: + formatted_template = template.render( + messages=messages, + bos_token=bos_token, + eos_token=eos_token, + add_generation_prompt=add_generation_prompt, + ) + except jinja2.exceptions.UndefinedError: + # system message is incompatible with set format + formatted_template = template.render( + messages=messages[1:], + bos_token=bos_token, + eos_token=eos_token, + add_generation_prompt=add_generation_prompt, + ) + + return formatted_template + else: + # Display the raw template + return chat_template + + +# Example usage: +def main(): + parser = argparse.ArgumentParser( + description="Extract chat template from a GGUF model file" + ) + parser.add_argument("model_file", type=str, help="Path to the GGUF model file") + parser.add_argument( + "-r", + "--render-template", + action="store_true", + help="Render the chat template using Jinja2. Default is False.", + ) + parser.add_argument( + "-b", + "--bos", + default="", + help="Set a bos special token. Default is ''.", + ) + parser.add_argument( + "-e", + "--eos", + default="", + help="Set a eos special token. Default is ''.", + ) + parser.add_argument( + "-g", + "--agp", + action="store_true", + help="Add generation prompt. Default is False.", + ) + parser.add_argument( + "-v", + "--verbose", + action="store_true", + help="Output model keys. Default is False.", + ) + args = parser.parse_args() + + if args.verbose: + logging.basicConfig(level=logging.DEBUG) + else: + logging.basicConfig(level=logging.INFO) + + chat_template = get_chat_template(args.model_file) + rendered_template = render_chat_template( + chat_template, + args.bos, + args.eos, + add_generation_prompt=args.agp, + render_template=args.render_template, + ) + print(rendered_template) # noqa: NP100 + + +if __name__ == "__main__": + main() diff --git a/poetry.lock b/poetry.lock index eb6baa6c749c0..562e72a00bcd2 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. 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