Image-Text-to-Text
Transformers
Safetensors
English
Chinese
qwen3_5
unsloth
fine tune
all use cases
coder
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
conversational
File size: 7,967 Bytes
6adaa18 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 | {# 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 Instruct mode here #}
{%- 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 %} |