From 3fc0bae2700eb67d8e6e415df78996b0da873db0 Mon Sep 17 00:00:00 2001 From: Wing Lian Date: Tue, 10 Sep 2024 10:39:43 -0400 Subject: [PATCH] lint, fix templating, default version --- src/axolotl/cli/preprocess.py | 7 +++++-- src/axolotl/cli/train.py | 2 +- src/axolotl/prompt_strategies/sharegpt.py | 21 +++++++++++++++------ src/axolotl/utils/chat_templates.py | 2 +- tests/prompt_strategies/test_sharegpt.py | 4 ++-- 5 files changed, 24 insertions(+), 12 deletions(-) diff --git a/src/axolotl/cli/preprocess.py b/src/axolotl/cli/preprocess.py index 65dc46642c..0b0a94b423 100644 --- a/src/axolotl/cli/preprocess.py +++ b/src/axolotl/cli/preprocess.py @@ -24,6 +24,7 @@ from axolotl.common.cli import PreprocessCliArgs from axolotl.common.const import DEFAULT_DATASET_PREPARED_PATH from axolotl.prompt_strategies.sharegpt import register_chat_template + LOG = logging.getLogger("axolotl.cli.preprocess") @@ -38,9 +39,11 @@ def do_cli(config: Union[Path, str] = Path("examples/"), **kwargs): parsed_cli_args, _ = parser.parse_args_into_dataclasses( return_remaining_strings=True ) - + if parsed_cfg.chat_template: - register_chat_template(parsed_cfg.chat_template, parsed_cfg.default_system_message) + register_chat_template( + parsed_cfg.chat_template, parsed_cfg.default_system_message + ) if not parsed_cfg.dataset_prepared_path: msg = ( diff --git a/src/axolotl/cli/train.py b/src/axolotl/cli/train.py index 9be0ba8248..cc6f5310b5 100644 --- a/src/axolotl/cli/train.py +++ b/src/axolotl/cli/train.py @@ -40,7 +40,7 @@ def do_train(cfg, cli_args) -> Tuple[PreTrainedModel, PreTrainedTokenizer]: print_axolotl_text_art() check_accelerate_default_config() check_user_token() - + if cfg.chat_template: register_chat_template(cfg.chat_template, cfg.default_system_message) diff --git a/src/axolotl/prompt_strategies/sharegpt.py b/src/axolotl/prompt_strategies/sharegpt.py index 970d3e25ee..4249745abf 100644 --- a/src/axolotl/prompt_strategies/sharegpt.py +++ b/src/axolotl/prompt_strategies/sharegpt.py @@ -39,12 +39,18 @@ def register_chatml_template(system_message=None): ) -def register_llama3x_template(version, system_message=None): - extra_system_content_to_insert = "Cutting Knowledge Date: December 2023\nToday Date: 26 Jul 2024\n\n" if version == "3.1" else "" +def register_llama3x_template(version="", system_message=None): + extra_system_content_to_insert = ( + "Cutting Knowledge Date: December 2023\nToday Date: 26 Jul 2024\n\n" + if version == "3.1" + else "" + ) register_conv_template( Conversation( name=f"llama{version.replace('.', '')}", - system_template="<|start_header_id|>system<|end_header_id|>\n\n{extra_system_content_to_insert}{system_message}<|eot_id|>", + system_template="<|start_header_id|>system<|end_header_id|>\n\n" + + extra_system_content_to_insert + + "{system_message}<|eot_id|>", system_message=system_message, roles=("user", "assistant"), sep_style=SeparatorStyle.LLAMA3, @@ -53,7 +59,7 @@ def register_llama3x_template(version, system_message=None): stop_token_ids=[128001, 128009], ) ) - + def build_loader( tokenization_strategy_cls: Type["ShareGPTPromptTokenizingStrategy"], @@ -92,6 +98,7 @@ def _load(tokenizer, cfg, ds_cfg: Optional[Dict[str, Any]] = None): return _load + def register_chat_template(chat_template, default_system_message=None): if chat_template == "chatml" or chat_template.startswith("llama"): if default_system_message: @@ -99,11 +106,13 @@ def register_chat_template(chat_template, default_system_message=None): if chat_template == "chatml": register_chatml_template(default_system_message) - LOG.info(f"Using ChatML template") + LOG.info("Using ChatML template") else: version = ".".join(list(chat_template.split("llama"))[1]) if version not in ["3", "3.1"]: - raise ValueError(f"Invalid name for Llama 3x template: {chat_template}, only llama3 and llama31 are supported") + raise ValueError( + f"Invalid name for Llama 3x template: {chat_template}, only llama3 and llama31 are supported" + ) LOG.info(f"Using Llama {version} template") register_llama3x_template(version, default_system_message) diff --git a/src/axolotl/utils/chat_templates.py b/src/axolotl/utils/chat_templates.py index 773722ad09..8c7ed99c4b 100644 --- a/src/axolotl/utils/chat_templates.py +++ b/src/axolotl/utils/chat_templates.py @@ -25,7 +25,7 @@ def chat_templates(user_choice: str): "gemma": "{{ bos_token }}{% if messages[0]['role'] == 'system' %}{{ raise_exception('System role not supported') }}{% endif %}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if (message['role'] == 'assistant') %}{% set role = 'model' %}{% else %}{% set role = message['role'] %}{% endif %}{{ '' + role + '\n' + message['content'] | trim + '\n' }}{% endfor %}{% if add_generation_prompt %}{{'model\n'}}{% endif %}", "cohere": "{{ bos_token }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% elif false == true %}{% set loop_messages = messages %}{% set system_message = 'You are Command-R, a brilliant, sophisticated, AI-assistant trained to assist human users by providing thorough responses. You are trained by Cohere.' %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% if system_message != false %}{{ '<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>' + system_message + '<|END_OF_TURN_TOKEN|>' }}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|START_OF_TURN_TOKEN|><|USER_TOKEN|>' + content.strip() + '<|END_OF_TURN_TOKEN|>' }}{% elif message['role'] == 'assistant' %}{{ '<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>' + content.strip() + '<|END_OF_TURN_TOKEN|>' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>' }}{% endif %}", "llama3": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}", - "llama31": "{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n {%- set date_string = \"26 Jul 2024\" %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0]['role'] == 'system' %}\n {%- set system_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = \"\" %}\n{%- endif %}\n\n{#- System message + builtin tools #}\n{{- \"<|start_header_id|>system<|end_header_id|>\\n\\n\" }}\n{%- if builtin_tools is defined or tools is not none %}\n {{- \"Environment: ipython\\n\" }}\n{%- endif %}\n{%- if builtin_tools is defined %}\n {{- \"Tools: \" + builtin_tools | reject('equalto', 'code_interpreter') | join(\", \") + \"\\n\\n\"}}\n{%- endif %}\n{{- \"Cutting Knowledge Date: December 2023\\n\" }}\n{{- \"Today Date: \" + date_string + \"\\n\\n\" }}\n{%- if tools is not none and not tools_in_user_message %}\n {{- \"You have access to the following functions. To call a function, please respond with JSON for a function call.\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- \"<|eot_id|>\" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0]['content']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception(\"Cannot put tools in the first user message when there's no first user message!\") }}\n{%- endif %}\n {{- '<|start_header_id|>user<|end_header_id|>\\n\\n' -}}\n {{- \"Given the following functions, please respond with a JSON for a function call \" }}\n {{- \"with its proper arguments that best answers the given prompt.\\n\\n\" }}\n {{- 'Respond in the format {\"name\": function name, \"parameters\": dictionary of argument name and its value}.' }}\n {{- \"Do not use variables.\\n\\n\" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- \"\\n\\n\" }}\n {%- endfor %}\n {{- first_user_message + \"<|eot_id|>\"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == 'ipython' or message.role == 'tool' or 'tool_calls' in message) %}\n {{- '<|start_header_id|>' + message['role'] + '<|end_header_id|>\\n\\n'+ message['content'] | trim + '<|eot_id|>' }}\n {%- elif 'tool_calls' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception(\"This model only supports single tool-calls at once!\") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {%- if builtin_tools is defined and tool_call.name in builtin_tools %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- \"<|python_tag|>\" + tool_call.name + \".call(\" }}\n {%- for arg_name, arg_val in tool_call.arguments | items %}\n {{- arg_name + '=\"' + arg_val + '\"' }}\n {%- if not loop.last %}\n {{- \", \" }}\n {%- endif %}\n {%- endfor %}\n {{- \")\" }}\n {%- else %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' -}}\n {{- '{\"name\": \"' + tool_call.name + '\", ' }}\n {{- '\"parameters\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- \"}\" }}\n {%- endif %}\n {%- if builtin_tools is defined %}\n {#- This means we're in ipython mode #}\n {{- \"<|eom_id|>\" }}\n {%- else %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n {%- elif message.role == \"tool\" or message.role == \"ipython\" %}\n {{- \"<|start_header_id|>ipython<|end_header_id|>\\n\\n\" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- \"<|eot_id|>\" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|start_header_id|>assistant<|end_header_id|>\\n\\n' }}\n{%- endif %}\n", + "llama31": '{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- set tools_in_user_message = true %}\n{%- endif %}\n{%- if not date_string is defined %}\n {%- set date_string = "26 Jul 2024" %}\n{%- endif %}\n{%- if not tools is defined %}\n {%- set tools = none %}\n{%- endif %}\n\n{#- This block extracts the system message, so we can slot it into the right place. #}\n{%- if messages[0][\'role\'] == \'system\' %}\n {%- set system_message = messages[0][\'content\']|trim %}\n {%- set messages = messages[1:] %}\n{%- else %}\n {%- set system_message = "" %}\n{%- endif %}\n\n{#- System message + builtin tools #}\n{{- "<|start_header_id|>system<|end_header_id|>\\n\\n" }}\n{%- if builtin_tools is defined or tools is not none %}\n {{- "Environment: ipython\\n" }}\n{%- endif %}\n{%- if builtin_tools is defined %}\n {{- "Tools: " + builtin_tools | reject(\'equalto\', \'code_interpreter\') | join(", ") + "\\n\\n"}}\n{%- endif %}\n{{- "Cutting Knowledge Date: December 2023\\n" }}\n{{- "Today Date: " + date_string + "\\n\\n" }}\n{%- if tools is not none and not tools_in_user_message %}\n {{- "You have access to the following functions. To call a function, please respond with JSON for a function call." }}\n {{- \'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.\' }}\n {{- "Do not use variables.\\n\\n" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- "\\n\\n" }}\n {%- endfor %}\n{%- endif %}\n{{- system_message }}\n{{- "<|eot_id|>" }}\n\n{#- Custom tools are passed in a user message with some extra guidance #}\n{%- if tools_in_user_message and not tools is none %}\n {#- Extract the first user message so we can plug it in here #}\n {%- if messages | length != 0 %}\n {%- set first_user_message = messages[0][\'content\']|trim %}\n {%- set messages = messages[1:] %}\n {%- else %}\n {{- raise_exception("Cannot put tools in the first user message when there\'s no first user message!") }}\n{%- endif %}\n {{- \'<|start_header_id|>user<|end_header_id|>\\n\\n\' -}}\n {{- "Given the following functions, please respond with a JSON for a function call " }}\n {{- "with its proper arguments that best answers the given prompt.\\n\\n" }}\n {{- \'Respond in the format {"name": function name, "parameters": dictionary of argument name and its value}.\' }}\n {{- "Do not use variables.\\n\\n" }}\n {%- for t in tools %}\n {{- t | tojson(indent=4) }}\n {{- "\\n\\n" }}\n {%- endfor %}\n {{- first_user_message + "<|eot_id|>"}}\n{%- endif %}\n\n{%- for message in messages %}\n {%- if not (message.role == \'ipython\' or message.role == \'tool\' or \'tool_calls\' in message) %}\n {{- \'<|start_header_id|>\' + message[\'role\'] + \'<|end_header_id|>\\n\\n\'+ message[\'content\'] | trim + \'<|eot_id|>\' }}\n {%- elif \'tool_calls\' in message %}\n {%- if not message.tool_calls|length == 1 %}\n {{- raise_exception("This model only supports single tool-calls at once!") }}\n {%- endif %}\n {%- set tool_call = message.tool_calls[0].function %}\n {%- if builtin_tools is defined and tool_call.name in builtin_tools %}\n {{- \'<|start_header_id|>assistant<|end_header_id|>\\n\\n\' -}}\n {{- "<|python_tag|>" + tool_call.name + ".call(" }}\n {%- for arg_name, arg_val in tool_call.arguments | items %}\n {{- arg_name + \'="\' + arg_val + \'"\' }}\n {%- if not loop.last %}\n {{- ", " }}\n {%- endif %}\n {%- endfor %}\n {{- ")" }}\n {%- else %}\n {{- \'<|start_header_id|>assistant<|end_header_id|>\\n\\n\' -}}\n {{- \'{"name": "\' + tool_call.name + \'", \' }}\n {{- \'"parameters": \' }}\n {{- tool_call.arguments | tojson }}\n {{- "}" }}\n {%- endif %}\n {%- if builtin_tools is defined %}\n {#- This means we\'re in ipython mode #}\n {{- "<|eom_id|>" }}\n {%- else %}\n {{- "<|eot_id|>" }}\n {%- endif %}\n {%- elif message.role == "tool" or message.role == "ipython" %}\n {{- "<|start_header_id|>ipython<|end_header_id|>\\n\\n" }}\n {%- if message.content is mapping or message.content is iterable %}\n {{- message.content | tojson }}\n {%- else %}\n {{- message.content }}\n {%- endif %}\n {{- "<|eot_id|>" }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- \'<|start_header_id|>assistant<|end_header_id|>\\n\\n\' }}\n{%- endif %}\n', "phi_3": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'system') %}{{'<|system|>' + '\n' + message['content'] + '<|end|>' + '\n'}}{% elif (message['role'] == 'user') %}{{'<|user|>' + '\n' + message['content'] + '<|end|>' + '\n' + '<|assistant|>' + '\n'}}{% elif message['role'] == 'assistant' %}{{message['content'] + '<|end|>' + '\n'}}{% endif %}{% endfor %}", "deepseek_v2": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{{ bos_token }}{% for message in messages %}{% if message['role'] == 'user' %}{{ '<｜User｜>' + message['content'] }}{% elif message['role'] == 'assistant' %}{{ '<｜Assistant｜>' + message['content'] + eos_token }}{% elif message['role'] == 'system' %}{{ message['content'] + '\n\n' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<｜Assistant｜>' }}{% endif %}", "jamba": '{# Variables #}\n{% set ns = namespace(message_count=0, is_last_checked_defined=False) %}\n{##}\n{% set bom_str = bom_str or "<|bom|>" %}\n{% set eom_str = eom_str or "<|eom|>" %}\n{% set default_system_message = "" %}\n{##}\n{% set documents_prefix = "" %}\n{% set documents_suffix = "" %}\n{% set tool_definitions_prefix = "" %}\n{% set tool_definitions_suffix = "" %}\n{% set active_modes_prefix = "" %}\n{% set active_modes_suffix = "" %}\n{##}\n{% set tool_calls_prefix = "" %}\n{% set tool_calls_suffix = "" %}\n{% set citations_prefix = "" %}\n{% set citations_suffix = "" %}\n{##}\n{% if add_generation_prompt is not defined %}\n {% set add_generation_prompt = True %}\n{% endif %}\n{% set role_to_predict = role_to_predict or "assistant" %}\n{% if messages|length > 0 and messages[0].role == "system" %}\n {% set system_message = messages[0].content %}\n {% set loop_messages = messages[1:] %}\n{% else %}\n {% set system_message = default_system_message %}\n {% set loop_messages = messages %}\n{% endif %}\n{##}\n{##}\n{# Macros #}\n{% macro handle_tool_definitions(tools) %}\n {{- tool_definitions_prefix -}}\n {{- "\\n# Tools" -}}\n {{- "\\n\\n## Functions" -}}\n {% for tool in tools %}\n {% set _ = is_param_set(tool, field="type") %}\n {% set is_tool_type_set = ns.is_last_checked_defined %}\n {% if is_tool_type_set %}\n {% if tool.type == "function" %}\n {% set tool = tool.function %}\n {% else %}\n {{ raise_exception("Currently, the only supported tool type is `function`") }}\n {% endif %}\n {% endif %}\n {{- "\\n\\n" + (tool|tojson(indent=2)) -}}\n {% endfor %}\n {{- "\\n" + tool_definitions_suffix -}}\n{% endmacro %}\n{##}\n{% macro handle_first_system_message(system_message, tools) %}\n {{- bom_str + handle_role("system") -}}\n {% set _ = is_param_set(system_message) %}\n {% set is_system_message_set = ns.is_last_checked_defined %}\n {% if is_system_message_set %}\n {{- system_message -}}\n {% endif %}\n {% set _ = is_param_set(tools, is_list=True) %}\n {% set is_tools_set = ns.is_last_checked_defined %}\n {% if is_tools_set %}\n {% if system_message %}\n {{- "\\n\\n" -}}\n {% endif %}\n {{- handle_tool_definitions(tools) -}}\n {% endif %}\n {% set ns.message_count = ns.message_count + 1 %}\n{% endmacro %}\n{##}\n{% macro handle_tool_calls(tool_calls) %}\n {{- tool_calls_prefix + "[\\n" -}}\n {% for tool_call in tool_calls %}\n {% set _ = is_param_set(tool_call, field="function") %}\n {% set is_tool_call_function_set = ns.is_last_checked_defined %}\n {% if is_tool_call_function_set %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {% set arguments = tool_call.arguments %}\n {% if arguments is not string %}\n {%- set arguments = arguments|tojson -%}\n {%- endif %}\n {{ "{\\"name\\": \\"" + tool_call.name + "\\", \\"arguments\\": " + arguments + "}" -}}\n {% if not loop.last %}\n {{- "," }}\n {% endif %}\n {% endfor %}\n {{- "\\n]" + tool_calls_suffix -}}\n{% endmacro %}\n{##}\n{% macro handle_documents(documents) %}\n {{- documents_prefix -}}\n {{- "\\n# Documents" -}}\n {{- "\\n\\nYou can use the following documents for reference:" -}}\n {% for doc in documents %}\n {{- "\\n\\n## Document ID: " + loop.index0|string -}}\n {% set _ = is_param_set(doc, field="title") %}\n {% set is_doc_title_set = ns.is_last_checked_defined %}\n {% if is_doc_title_set %}\n {{- "\\nTitle: " + doc.title -}}\n {% endif %}\n {% for key, value in doc.items() %}\n {% if key not in ["title", "text"] %}\n {{- "\\n" + key|title + ": " + value|string -}}\n {% endif %}\n {% endfor %}\n {{- "\\nText: " + doc.text -}}\n {% endfor %}\n {{- "\\n" + documents_suffix -}}\n{% endmacro %}\n{##}\n{% macro handle_knobs(knobs) %}\n {{- active_modes_prefix -}}\n {{- "\\n# Active Modes" -}}\n {{ "\\n\\nThe following modes configure the format or style of your responses. You should adhere to all currently" -}}\n {{ " active modes simultaneously." -}}\n {% if knobs.citation_mode == "fast" %}\n {{- "\\n\\n## Citation Mode" -}}\n {{- "\\n\\nProvide a list of references only for the documents you base your response on. Format your response" -}}\n {{ " with the original answer followed by a citation section. Use this template:" -}}\n {{ " `{answer}" + citations_prefix + "DOCUMENT_IDS" + citations_suffix + "`, where DOCUMENT_IDS are the relevant document numbers" -}}\n {{ " (e.g. [2, 5, 9]), or [] if the answer cannot be supported by the provided documents." -}}\n {% endif %}\n {% if knobs.response_format == "json_object" %}\n {{- "\\n\\n## JSON Mode" -}}\n {{ "\\n\\nProvide your response in JSON format. Adhere strictly to any schema given by the user." -}}\n {{ " If an appropriate JSON format exists, use it without modification." -}}\n {% endif %}\n {{- "\\n" + active_modes_suffix -}}\n{% endmacro %}\n{##}\n{% macro get_last_user_index(messages) %}\n {% set ns.last_user_index = 0 %}\n {% for message in messages %}\n {% if message.role == \'user\' %}\n {% set ns.last_user_index = loop.index0 %}\n {% endif %}\n {% endfor %}\n {{- ns.last_user_index -}}\n{% endmacro %}\n{##}\n{% macro handle_last_system_message(documents, knobs, use_documents, use_knobs) %}\n {{- bom_str + handle_role("system") -}}\n {% set macros_to_call = [] %}\n {% set params_for_macros = [] %}\n {% if use_documents %}\n {% set macros_to_call = macros_to_call + [handle_documents] %}\n {% set params_for_macros = params_for_macros + [[documents]] %}\n {% endif %}\n {% if use_knobs %}\n {% set macros_to_call = macros_to_call + [handle_knobs] %}\n {% set params_for_macros = params_for_macros + [[knobs]] %}\n {% endif %}\n {% for i in range(macros_to_call|length) %}\n {% if i > 0 %}\n {{- "\\n\\n" -}}\n {% endif %}\n {{- macros_to_call[i](*params_for_macros[i]) -}}\n {% endfor %}\n {% set ns.message_count = ns.message_count + 1 %}\n{% endmacro %}\n{##}\n{% macro handle_role(role, add_space=True) %}\n {{- "<|" + role + "|>" -}}\n {% if add_space %}\n {{- " " -}}\n {% endif %}\n{% endmacro %}\n{##}\n{% macro is_param_set(param, field=none, is_list=False) %}\n {% if field is not none %}\n {% if field in param %}\n {% set param = param[field] %}\n {% else %}\n {% set param = none %}\n {% endif %}\n {% endif %}\n {% set is_defined = param is defined and param is not none %}\n {% if is_list %}\n {% set ns.is_last_checked_defined = is_defined and param|length > 0 %}\n {% else %}\n {% set ns.is_last_checked_defined = is_defined %}\n {% endif %}\n{% endmacro %}\n{##}\n{##}\n{# Template #}\n{{- "<|startoftext|>" -}}\n{% set _ = is_param_set(system_message) %}\n{% set is_system_message_set = ns.is_last_checked_defined %}\n{% set _ = is_param_set(tools, is_list=True) %}\n{% set is_tools_set = ns.is_last_checked_defined %}\n{% set has_system_message = (is_system_message_set or is_tools_set) %}\n{% if has_system_message %}\n {{- handle_first_system_message(system_message, tools) -}}\n{% endif %}\n{% set last_user_index = get_last_user_index(loop_messages)|int %}\n{% for message in loop_messages %}\n {% if loop.index0 == last_user_index %}\n {% set _ = is_param_set(documents, is_list=True) %}\n {% set use_documents = ns.is_last_checked_defined %}\n {% set _ = is_param_set(knobs) %}\n {% set use_knobs = ns.is_last_checked_defined and knobs.is_set %}\n {% set add_last_system_message = use_documents or use_knobs %}\n {% if add_last_system_message %}\n {% if ns.message_count > 0 %}\n {{- eom_str -}}\n {% endif %}\n {{- handle_last_system_message(documents, knobs, use_documents, use_knobs) -}}\n {% endif %}\n {% endif %}\n {% set role = message.role %}\n {% set _ = is_param_set(message, field="name") %}\n {% set is_message_name_set = ns.is_last_checked_defined %}\n {% if is_message_name_set %}\n {% set message_prefix = handle_role(role) + "(" + message.name + ")" %}\n {% else %}\n {% set message_prefix = handle_role(role) %}\n {% endif %}\n {% set content = (message.content or "") %}\n {% if content is not string %}\n {% set content = content|tojson %}\n {% endif %}\n {% if ns.message_count > 0 %}\n {{- eom_str -}}\n {% endif %}\n {{- bom_str + message_prefix + content -}}\n {% set _ = is_param_set(message, field="tool_calls", is_list=True) %}\n {% set is_tool_calls_set = ns.is_last_checked_defined %}\n {% if role == "assistant" and is_tool_calls_set %}\n {{- handle_tool_calls(message.tool_calls) -}}\n {% endif %}\n {% set _ = is_param_set(message, field="citations", is_list=True) %}\n {% set is_citations_set = ns.is_last_checked_defined %}\n {% if role == "assistant" and is_citations_set %}\n {{- citations_prefix + message.citations|map(attribute="document_id")|list|string + citations_suffix -}}\n {% endif %}\n {% set ns.message_count = ns.message_count + 1 %}\n{% endfor %}\n{% if add_generation_prompt %}\n {% if ns.message_count > 0 %}\n {{- eom_str -}}\n {% endif %}\n {{- bom_str + handle_role(role_to_predict, add_space=False) -}}\n {% set _ = is_param_set(generation_preamble) %}\n {% set is_generation_preamble_set = ns.is_last_checked_defined %}\n {% if is_generation_preamble_set and generation_preamble.strip() != "" %}\n {{- " " + generation_preamble -}}\n {% endif %}\n {% set ns.message_count = ns.message_count + 1 %}\n{% else %}\n {% if ns.message_count > 0 %}\n {{- eom_str -}}\n {% endif %}\n{% endif %}\n', diff --git a/tests/prompt_strategies/test_sharegpt.py b/tests/prompt_strategies/test_sharegpt.py index e7a73a0de5..a3d3253a9e 100644 --- a/tests/prompt_strategies/test_sharegpt.py +++ b/tests/prompt_strategies/test_sharegpt.py @@ -12,12 +12,12 @@ GlaiveShareGPTPromptTokenizingStrategy, SimpleShareGPTPromptTokenizingStrategy, register_chatml_template, - register_llama3_template, + register_llama3x_template, ) from axolotl.prompters import ShareGPTPrompterV2 register_chatml_template() -register_llama3_template() +register_llama3x_template() @pytest.fixture(name="sharegpt_dataset")