Image-Text-to-Text
Transformers
Safetensors
English
Chinese
qwen3_5
unsloth
fine tune
creative
creative writing
fiction writing
plot generation
sub-plot generation
story generation
scene continue
storytelling
fiction story
science fiction
romance
all genres
story
writing
vivid prosing
vivid writing
fiction
roleplaying
bfloat16
all use cases
conversational
| {# Define the macros for XML conversion #} | |
| {%- macro render_item_list(item_list, tag_name='required') -%} | |
| {%- if item_list is defined and item_list is iterable and item_list | length > 0 -%} | |
| <{{ tag_name }}>[{{- item_list | join(", ") -}}]</{{ tag_name }}> | |
| {%- endif -%} | |
| {%- endmacro -%} | |
| {%- macro render_extra_keys(json_dict, handled_keys) -%} | |
| {%- if json_dict is mapping -%} | |
| {%- for json_key in json_dict if json_key not in handled_keys -%} | |
| <{{ json_key }}>{{ json_dict[json_key] }}</{{ json_key }}> | |
| {%- endfor -%} | |
| {%- endif -%} | |
| {%- endmacro -%} | |
| {%- set image_count = namespace(value=0) %} | |
| {%- set video_count = namespace(value=0) %} | |
| {%- set add_vision_id = add_vision_id if add_vision_id is defined else true %} | |
| {%- set enable_thinking = false %} | |
| {%- macro render_content(content, do_vision_count, is_system_content=false) %} | |
| {%- if content is string %} | |
| {{- content }} | |
| {%- elif content is iterable and content is not mapping %} | |
| {%- for item in content %} | |
| {%- if 'image' in item or 'image_url' in item or (item is mapping and item.get('type') == 'image') %} | |
| {%- if is_system_content %} | |
| {{- raise_exception('System message cannot contain images.') }} | |
| {%- endif %} | |
| {%- if do_vision_count %} | |
| {%- set image_count.value = image_count.value + 1 %} | |
| {%- endif %} | |
| {%- if add_vision_id %} | |
| {{- 'Picture ' ~ image_count.value ~ ': ' }} | |
| {%- endif %} | |
| {{- '<|vision_start|><|image_pad|><|vision_end|>' }} | |
| {%- elif 'video' in item or (item is mapping and item.get('type') == 'video') %} | |
| {%- if is_system_content %} | |
| {{- raise_exception('System message cannot contain videos.') }} | |
| {%- endif %} | |
| {%- if do_vision_count %} | |
| {%- set video_count.value = video_count.value + 1 %} | |
| {%- endif %} | |
| {%- if add_vision_id %} | |
| {{- 'Video ' ~ video_count.value ~ ': ' }} | |
| {%- endif %} | |
| {{- '<|vision_start|><|video_pad|><|vision_end|>' }} | |
| {%- elif item is mapping and 'text' in item %} | |
| {{- item.text }} | |
| {%- else %} | |
| {{- raise_exception('Unexpected item type in content.') }} | |
| {%- endif %} | |
| {%- endfor %} | |
| {%- elif content is none or content is undefined %} | |
| {{- '' }} | |
| {%- else %} | |
| {{- raise_exception('Unexpected content type.') }} | |
| {%- endif %} | |
| {%- endmacro %} | |
| {%- if not messages %} | |
| {{- raise_exception('No messages provided.') }} | |
| {%- endif %} | |
| {# Flag to prevent double-rendering system prompt #} | |
| {%- set ns = namespace(system_rendered=false) %} | |
| {%- if tools and tools is iterable and tools is not mapping %} | |
| {{- '<|im_start|>system\n# Tools\n\nYou have access to the following functions:\n\n<tools>' -}} | |
| {%- for tool in tools -%} | |
| {%- set function = tool.function -%} | |
| {{- "\n<tool>\n<name>" + function.name + "</name>\n<description>" + function.description + "</description>" -}} | |
| {%- if function.parameters and function.parameters.properties -%} | |
| {%- for param_name, param_details in function.parameters.properties.items() -%} | |
| {{- "\n<parameter>\n<name>" + param_name + "</name>\n<type>" + param_details.type + "</type>\n<description>" + (param_details.description | default('')) + "</description>" -}} | |
| {{- render_item_list(function.parameters.required) -}} | |
| {{- render_extra_keys(param_details, ['type', 'description']) -}} | |
| {{- "\n</parameter>" -}} | |
| {%- endfor -%} | |
| {%- endif -%} | |
| {{- "\n</tool>" -}} | |
| {%- endfor -%} | |
| {{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }} | |
| {%- if messages[0].role == 'system' %} | |
| {%- set content = render_content(messages[0].content, false, true)|trim %} | |
| {%- if content %} | |
| {{- '\n\n' + content }} | |
| {%- endif %} | |
| {%- set ns.system_rendered = true %} | |
| {%- endif %} | |
| {{- '<|im_end|>\n' }} | |
| {%- else %} | |
| {%- if messages[0].role == 'system' %} | |
| {%- set content = render_content(messages[0].content, false, true)|trim %} | |
| {{- '<|im_start|>system\n' + content + '<|im_end|>\n' }} | |
| {%- set ns.system_rendered = true %} | |
| {%- endif %} | |
| {%- endif %} | |
| {# Main Message Loop #} | |
| {%- for message in messages %} | |
| {%- if message.role == "system" and ns.system_rendered and loop.first %} | |
| {%- continue %} | |
| {%- endif %} | |
| {%- set content = render_content(message.content, true)|trim %} | |
| {%- if message.role == "system" %} | |
| {{- '<|im_start|>system\n' + content + '<|im_end|>\n' }} | |
| {%- elif message.role == "user" %} | |
| {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>\n' }} | |
| {%- elif message.role == "assistant" %} | |
| {%- set reasoning_content = '' %} | |
| {%- if message.reasoning_content is defined and message.reasoning_content is string %} | |
| {%- set reasoning_content = message.reasoning_content | trim %} | |
| {%- elif '<think>' in content and '</think>' in content %} | |
| {%- set reasoning_content = content.split('</think>')[0].split('<think>')[-1] | trim %} | |
| {%- set content = content.split('</think>')[-1] | trim %} | |
| {%- endif %} | |
| {{- '<|im_start|>' + message.role + '\n' }} | |
| {%- if reasoning_content %} | |
| {{- '<think>\n' + reasoning_content + '\n</think>\n\n' }} | |
| {%- endif %} | |
| {{- content }} | |
| {# Tool call formatting #} | |
| {%- if message.tool_calls %} | |
| {%- for tool_call in message.tool_calls %} | |
| {%- set tc = tool_call.function if tool_call.function is defined else tool_call %} | |
| {%- if loop.first and content %}{{- '\n\n' }}{%- elif not loop.first %}{{- '\n' }}{%- endif %} | |
| {{- '<tool_call>\n<function=' + tc.name + '>\n' }} | |
| {%- for args_name, args_value in tc.arguments|items %} | |
| {{- '<parameter=' + args_name + '>\n' }} | |
| {{- (args_value | tojson | safe if args_value is mapping or args_value is sequence else args_value | string) + '\n</parameter>\n' }} | |
| {%- endfor %} | |
| {{- '</function>\n</tool_call>' }} | |
| {%- endfor %} | |
| {%- endif %} | |
| {{- '<|im_end|>\n' }} | |
| {%- elif message.role == "tool" %} | |
| {%- if loop.previtem and loop.previtem.role != "tool" %}{{- '<|im_start|>user' }}{%- endif %} | |
| {{- '\n<tool_response>\n' + content + '\n</tool_response>' }} | |
| {%- if loop.last or (loop.nextitem and loop.nextitem.role != "tool") %}{{- '<|im_end|>\n' }}{%- endif %} | |
| {%- endif %} | |
| {%- endfor %} | |
| {# Final Generation Prompt #} | |
| {%- if add_generation_prompt %} | |
| {{- '<|im_start|>assistant\n' }} | |
| {%- if enable_thinking is defined and enable_thinking is false %} | |
| {{- '<think>\n\n</think>\n\n' }} | |
| {%- else %} | |
| {{- '<think>\n' }} | |
| {%- endif %} | |
| {%- endif %} |