ollama source for Momentry Core verification
This commit is contained in:
Accusys
354
model/renderers/testdata/gemma4_31b_chat_template.jinja2
vendored
Normal file
354
model/renderers/testdata/gemma4_31b_chat_template.jinja2
vendored
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@@ -0,0 +1,354 @@
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{%- macro format_parameters(properties, required, filter_keys=false) -%}
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{%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}
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{%- set ns = namespace(found_first=false) -%}
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{%- for key, value in properties | dictsort -%}
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{%- set add_comma = false -%}
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{%- if not filter_keys or key not in standard_keys -%}
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{%- if ns.found_first %},{% endif -%}
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{%- set ns.found_first = true -%}
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{{ key }}:{
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{%- if value['description'] -%}
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description:<|"|>{{ value['description'] }}<|"|>
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{%- set add_comma = true -%}
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{%- endif -%}
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{%- if value['type'] | upper == 'STRING' -%}
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{%- if value['enum'] -%}
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{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
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enum:{{ format_argument(value['enum']) }}
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{%- endif -%}
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{%- elif value['type'] | upper == 'ARRAY' -%}
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{%- if value['items'] is mapping and value['items'] -%}
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{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
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items:{
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{%- set ns_items = namespace(found_first=false) -%}
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{%- for item_key, item_value in value['items'] | dictsort -%}
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{%- if item_value is not none -%}
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{%- if ns_items.found_first %},{% endif -%}
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{%- set ns_items.found_first = true -%}
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{%- if item_key == 'properties' -%}
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properties:{
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{%- if item_value is mapping -%}
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{{- format_parameters(item_value, value['items']['required'] | default([])) -}}
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{%- endif -%}
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}
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{%- elif item_key == 'required' -%}
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required:[
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{%- for req_item in item_value -%}
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<|"|>{{- req_item -}}<|"|>
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{%- if not loop.last %},{% endif -%}
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{%- endfor -%}
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]
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{%- elif item_key == 'type' -%}
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{%- if item_value is string -%}
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type:{{ format_argument(item_value | upper) }}
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{%- else -%}
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type:{{ format_argument(item_value | map('upper') | list) }}
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{%- endif -%}
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{%- else -%}
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{{ item_key }}:{{ format_argument(item_value) }}
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{%- endif -%}
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{%- endif -%}
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{%- endfor -%}
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}
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{%- endif -%}
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{%- endif -%}
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{%- if value['nullable'] %}
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{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
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nullable:true
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{%- endif -%}
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{%- if value['type'] | upper == 'OBJECT' -%}
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{%- if value['properties'] is defined and value['properties'] is mapping -%}
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{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
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properties:{
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{{- format_parameters(value['properties'], value['required'] | default([])) -}}
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}
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{%- elif value is mapping -%}
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{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
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properties:{
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{{- format_parameters(value, value['required'] | default([]), filter_keys=true) -}}
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}
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{%- endif -%}
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{%- if value['required'] -%}
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{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
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required:[
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{%- for item in value['required'] | default([]) -%}
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<|"|>{{- item -}}<|"|>
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{%- if not loop.last %},{% endif -%}
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{%- endfor -%}
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]
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{%- endif -%}
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{%- endif -%}
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{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
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type:<|"|>{{ value['type'] | upper }}<|"|>}
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{%- endif -%}
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{%- endfor -%}
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{%- endmacro -%}
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{%- macro format_function_declaration(tool_data) -%}
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declaration:{{- tool_data['function']['name'] -}}{description:<|"|>{{- tool_data['function']['description'] -}}<|"|>
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{%- set params = tool_data['function']['parameters'] -%}
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{%- if params -%}
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,parameters:{
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{%- if params['properties'] -%}
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properties:{ {{- format_parameters(params['properties'], params['required']) -}} },
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{%- endif -%}
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{%- if params['required'] -%}
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required:[
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{%- for item in params['required'] -%}
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<|"|>{{- item -}}<|"|>
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{{- ',' if not loop.last -}}
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{%- endfor -%}
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],
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{%- endif -%}
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{%- if params['type'] -%}
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type:<|"|>{{- params['type'] | upper -}}<|"|>}
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{%- endif -%}
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{%- endif -%}
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{%- if 'response' in tool_data['function'] -%}
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{%- set response_declaration = tool_data['function']['response'] -%}
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,response:{
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{%- if response_declaration['description'] -%}
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description:<|"|>{{- response_declaration['description'] -}}<|"|>,
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{%- endif -%}
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{%- if response_declaration['type'] | upper == 'OBJECT' -%}
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type:<|"|>{{- response_declaration['type'] | upper -}}<|"|>}
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{%- endif -%}
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{%- endif -%}
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}
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{%- endmacro -%}
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{%- macro format_argument(argument, escape_keys=True) -%}
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{%- if argument is string -%}
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{{- '<|"|>' + argument + '<|"|>' -}}
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{%- elif argument is boolean -%}
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{{- 'true' if argument else 'false' -}}
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{%- elif argument is mapping -%}
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{{- '{' -}}
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{%- set ns = namespace(found_first=false) -%}
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{%- for key, value in argument | dictsort -%}
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{%- if ns.found_first %},{% endif -%}
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{%- set ns.found_first = true -%}
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{%- if escape_keys -%}
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{{- '<|"|>' + key + '<|"|>' -}}
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{%- else -%}
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{{- key -}}
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{%- endif -%}
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:{{- format_argument(value, escape_keys=escape_keys) -}}
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{%- endfor -%}
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{{- '}' -}}
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{%- elif argument is sequence -%}
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{{- '[' -}}
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{%- for item in argument -%}
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{{- format_argument(item, escape_keys=escape_keys) -}}
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{%- if not loop.last %},{% endif -%}
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{%- endfor -%}
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{{- ']' -}}
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{%- else -%}
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{{- argument -}}
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{%- endif -%}
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{%- endmacro -%}
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{%- macro strip_thinking(text) -%}
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{%- set ns = namespace(result='') -%}
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{%- for part in text.split('<channel|>') -%}
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{%- if '<|channel>' in part -%}
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{%- set ns.result = ns.result + part.split('<|channel>')[0] -%}
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{%- else -%}
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{%- set ns.result = ns.result + part -%}
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{%- endif -%}
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{%- endfor -%}
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{{- ns.result | trim -}}
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{%- endmacro -%}
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{%- macro format_tool_response_block(tool_name, response) -%}
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{{- '<|tool_response>' -}}
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{%- if response is mapping -%}
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{{- 'response:' + tool_name + '{' -}}
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{%- for key, value in response | dictsort -%}
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{{- key -}}:{{- format_argument(value, escape_keys=False) -}}
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{%- if not loop.last %},{% endif -%}
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{%- endfor -%}
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{{- '}' -}}
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{%- else -%}
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{{- 'response:' + tool_name + '{value:' + format_argument(response, escape_keys=False) + '}' -}}
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{%- endif -%}
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{{- '<tool_response|>' -}}
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{%- endmacro -%}
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{%- set ns = namespace(prev_message_type=None) -%}
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{%- set loop_messages = messages -%}
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{{- bos_token -}}
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{#- Handle System/Tool Definitions Block -#}
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{%- if (enable_thinking is defined and enable_thinking) or tools or messages[0]['role'] in ['system', 'developer'] -%}
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{{- '<|turn>system\n' -}}
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{#- Inject Thinking token at the very top of the FIRST system turn -#}
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{%- if enable_thinking is defined and enable_thinking -%}
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{{- '<|think|>\n' -}}
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{%- set ns.prev_message_type = 'think' -%}
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{%- endif -%}
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{%- if messages[0]['role'] in ['system', 'developer'] -%}
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{%- if messages[0]['content'] is string -%}
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{{- messages[0]['content'] | trim -}}
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{%- elif messages[0]['content'] is sequence -%}
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{%- for item in messages[0]['content'] -%}
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{{- item['text'] | trim + ' '-}}
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{%- endfor -%}
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{%- endif -%}
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{%- set loop_messages = messages[1:] -%}
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{%- endif -%}
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{%- if tools -%}
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{%- for tool in tools %}
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{{- '<|tool>' -}}
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{{- format_function_declaration(tool) | trim -}}
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{{- '<tool|>' -}}
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{%- endfor %}
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{%- set ns.prev_message_type = 'tool' -%}
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{%- endif -%}
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{{- '<turn|>\n' -}}
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{%- endif %}
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{#- Pre-scan: find last user message index for reasoning guard -#}
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{%- set ns_turn = namespace(last_user_idx=-1) -%}
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{%- for i in range(loop_messages | length) -%}
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{%- if loop_messages[i]['role'] == 'user' -%}
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{%- set ns_turn.last_user_idx = i -%}
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{%- endif -%}
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{%- endfor -%}
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{#- Loop through messages -#}
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{%- for message in loop_messages -%}
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{%- if message['role'] != 'tool' -%}
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{%- set ns.prev_message_type = None -%}
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{%- set role = 'model' if message['role'] == 'assistant' else message['role'] -%}
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{#- Detect continuation: suppress duplicate <|turn>model when previous non-tool message was also assistant -#}
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{%- set prev_nt = namespace(role=None, found=false) -%}
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{%- if loop.index0 > 0 -%}
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{%- for j in range(loop.index0 - 1, -1, -1) -%}
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{%- if not prev_nt.found -%}
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{%- if loop_messages[j]['role'] != 'tool' -%}
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{%- set prev_nt.role = loop_messages[j]['role'] -%}
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{%- set prev_nt.found = true -%}
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{%- endif -%}
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{%- endif -%}
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{%- endfor -%}
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{%- endif -%}
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{%- set continue_same_model_turn = (role == 'model' and prev_nt.role == 'assistant') -%}
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{%- if not continue_same_model_turn -%}
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{{- '<|turn>' + role + '\n' }}
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{%- endif -%}
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{#- Render reasoning/reasoning_content as thinking channel -#}
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{%- set thinking_text = message.get('reasoning') or message.get('reasoning_content') -%}
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{%- if thinking_text and loop.index0 > ns_turn.last_user_idx and message.get('tool_calls') -%}
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{{- '<|channel>thought\n' + thinking_text + '\n<channel|>' -}}
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{%- endif -%}
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{%- if message['tool_calls'] -%}
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{%- for tool_call in message['tool_calls'] -%}
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{%- set function = tool_call['function'] -%}
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{{- '<|tool_call>call:' + function['name'] + '{' -}}
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{%- if function['arguments'] is mapping -%}
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{%- set ns_args = namespace(found_first=false) -%}
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{%- for key, value in function['arguments'] | dictsort -%}
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{%- if ns_args.found_first %},{% endif -%}
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{%- set ns_args.found_first = true -%}
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{{- key -}}:{{- format_argument(value, escape_keys=False) -}}
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{%- endfor -%}
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{%- elif function['arguments'] is string -%}
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{{- function['arguments'] -}}
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{%- endif -%}
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{{- '}<tool_call|>' -}}
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{%- endfor -%}
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{%- set ns.prev_message_type = 'tool_call' -%}
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{%- endif -%}
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{%- set ns_tr_out = namespace(flag=false) -%}
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{%- if message.get('tool_responses') -%}
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{#- Legacy: tool_responses embedded on the assistant message (Google/Gemma native) -#}
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{%- for tool_response in message['tool_responses'] -%}
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{{- format_tool_response_block(tool_response['name'] | default('unknown'), tool_response['response']) -}}
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{%- set ns_tr_out.flag = true -%}
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{%- set ns.prev_message_type = 'tool_response' -%}
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{%- endfor -%}
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{%- elif message.get('tool_calls') -%}
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{#- OpenAI Chat Completions: forward-scan consecutive role:tool messages -#}
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{%- set ns_tool_scan = namespace(stopped=false) -%}
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{%- for k in range(loop.index0 + 1, loop_messages | length) -%}
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{%- if ns_tool_scan.stopped -%}
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{%- elif loop_messages[k]['role'] != 'tool' -%}
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{%- set ns_tool_scan.stopped = true -%}
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{%- else -%}
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{%- set follow = loop_messages[k] -%}
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{#- Resolve tool_call_id to function name -#}
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{%- set ns_tname = namespace(name=follow.get('name') | default('unknown')) -%}
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{%- for tc in message['tool_calls'] -%}
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{%- if tc.get('id') == follow.get('tool_call_id') -%}
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{%- set ns_tname.name = tc['function']['name'] -%}
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{%- endif -%}
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{%- endfor -%}
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{#- Handle content as string or content-parts array -#}
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{%- set tool_body = follow.get('content') -%}
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{%- if tool_body is string -%}
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{{- format_tool_response_block(ns_tname.name, tool_body) -}}
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{%- elif tool_body is sequence and tool_body is not string -%}
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{%- set ns_txt = namespace(s='') -%}
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{%- for part in tool_body -%}
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{%- if part.get('type') == 'text' -%}
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{%- set ns_txt.s = ns_txt.s + (part.get('text') | default('')) -%}
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{%- endif -%}
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{%- endfor -%}
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{{- format_tool_response_block(ns_tname.name, ns_txt.s) -}}
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{%- else -%}
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{{- format_tool_response_block(ns_tname.name, tool_body) -}}
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{%- endif -%}
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{%- set ns_tr_out.flag = true -%}
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{%- set ns.prev_message_type = 'tool_response' -%}
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{%- endif -%}
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{%- endfor -%}
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{%- endif -%}
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{%- set captured_content -%}
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{%- if message['content'] is string -%}
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{%- if role == 'model' -%}
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{{- strip_thinking(message['content']) -}}
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{%- else -%}
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{{- message['content'] | trim -}}
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||||
{%- endif -%}
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||||
{%- elif message['content'] is sequence -%}
|
||||
{%- for item in message['content'] -%}
|
||||
{%- if item['type'] == 'text' -%}
|
||||
{%- if role == 'model' -%}
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{{- strip_thinking(item['text']) -}}
|
||||
{%- else -%}
|
||||
{{- item['text'] | trim -}}
|
||||
{%- endif -%}
|
||||
{%- elif item['type'] == 'image' -%}
|
||||
{{- '<|image|>' -}}
|
||||
{%- set ns.prev_message_type = 'image' -%}
|
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{%- elif item['type'] == 'audio' -%}
|
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{{- '<|audio|>' -}}
|
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{%- set ns.prev_message_type = 'audio' -%}
|
||||
{%- elif item['type'] == 'video' -%}
|
||||
{{- '<|video|>' -}}
|
||||
{%- set ns.prev_message_type = 'video' -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
{%- endif -%}
|
||||
{%- endset -%}
|
||||
|
||||
{{- captured_content -}}
|
||||
{%- set has_content = captured_content | trim | length > 0 -%}
|
||||
|
||||
{%- if ns.prev_message_type == 'tool_call' and not ns_tr_out.flag -%}
|
||||
{{- '<|tool_response>' -}}
|
||||
{%- elif not (ns_tr_out.flag and not has_content) -%}
|
||||
{{- '<turn|>\n' -}}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
|
||||
{%- if add_generation_prompt -%}
|
||||
{%- if ns.prev_message_type != 'tool_response' and ns.prev_message_type != 'tool_call' -%}
|
||||
{{- '<|turn>model\n' -}}
|
||||
{%- if not enable_thinking | default(false) -%}
|
||||
{{- '<|channel>thought\n<channel|>' -}}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
351
model/renderers/testdata/gemma4_e2b_chat_template.jinja2
vendored
Normal file
351
model/renderers/testdata/gemma4_e2b_chat_template.jinja2
vendored
Normal file
@@ -0,0 +1,351 @@
|
||||
{%- macro format_parameters(properties, required, filter_keys=false) -%}
|
||||
{%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}
|
||||
{%- set ns = namespace(found_first=false) -%}
|
||||
{%- for key, value in properties | dictsort -%}
|
||||
{%- set add_comma = false -%}
|
||||
{%- if not filter_keys or key not in standard_keys -%}
|
||||
{%- if ns.found_first %},{% endif -%}
|
||||
{%- set ns.found_first = true -%}
|
||||
{{ key }}:{
|
||||
{%- if value['description'] -%}
|
||||
description:<|"|>{{ value['description'] }}<|"|>
|
||||
{%- set add_comma = true -%}
|
||||
{%- endif -%}
|
||||
{%- if value['type'] | upper == 'STRING' -%}
|
||||
{%- if value['enum'] -%}
|
||||
{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
||||
enum:{{ format_argument(value['enum']) }}
|
||||
{%- endif -%}
|
||||
{%- elif value['type'] | upper == 'ARRAY' -%}
|
||||
{%- if value['items'] is mapping and value['items'] -%}
|
||||
{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
||||
items:{
|
||||
{%- set ns_items = namespace(found_first=false) -%}
|
||||
{%- for item_key, item_value in value['items'] | dictsort -%}
|
||||
{%- if item_value is not none -%}
|
||||
{%- if ns_items.found_first %},{% endif -%}
|
||||
{%- set ns_items.found_first = true -%}
|
||||
{%- if item_key == 'properties' -%}
|
||||
properties:{
|
||||
{%- if item_value is mapping -%}
|
||||
{{- format_parameters(item_value, value['items']['required'] | default([])) -}}
|
||||
{%- endif -%}
|
||||
}
|
||||
{%- elif item_key == 'required' -%}
|
||||
required:[
|
||||
{%- for req_item in item_value -%}
|
||||
<|"|>{{- req_item -}}<|"|>
|
||||
{%- if not loop.last %},{% endif -%}
|
||||
{%- endfor -%}
|
||||
]
|
||||
{%- elif item_key == 'type' -%}
|
||||
{%- if item_value is string -%}
|
||||
type:{{ format_argument(item_value | upper) }}
|
||||
{%- else -%}
|
||||
type:{{ format_argument(item_value | map('upper') | list) }}
|
||||
{%- endif -%}
|
||||
{%- else -%}
|
||||
{{ item_key }}:{{ format_argument(item_value) }}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- if value['nullable'] %}
|
||||
{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
||||
nullable:true
|
||||
{%- endif -%}
|
||||
{%- if value['type'] | upper == 'OBJECT' -%}
|
||||
{%- if value['properties'] is defined and value['properties'] is mapping -%}
|
||||
{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
||||
properties:{
|
||||
{{- format_parameters(value['properties'], value['required'] | default([])) -}}
|
||||
}
|
||||
{%- elif value is mapping -%}
|
||||
{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
||||
properties:{
|
||||
{{- format_parameters(value, value['required'] | default([]), filter_keys=true) -}}
|
||||
}
|
||||
{%- endif -%}
|
||||
{%- if value['required'] -%}
|
||||
{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
||||
required:[
|
||||
{%- for item in value['required'] | default([]) -%}
|
||||
<|"|>{{- item -}}<|"|>
|
||||
{%- if not loop.last %},{% endif -%}
|
||||
{%- endfor -%}
|
||||
]
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
|
||||
type:<|"|>{{ value['type'] | upper }}<|"|>}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
{%- endmacro -%}
|
||||
{%- macro format_function_declaration(tool_data) -%}
|
||||
declaration:{{- tool_data['function']['name'] -}}{description:<|"|>{{- tool_data['function']['description'] -}}<|"|>
|
||||
{%- set params = tool_data['function']['parameters'] -%}
|
||||
{%- if params -%}
|
||||
,parameters:{
|
||||
{%- if params['properties'] -%}
|
||||
properties:{ {{- format_parameters(params['properties'], params['required']) -}} },
|
||||
{%- endif -%}
|
||||
{%- if params['required'] -%}
|
||||
required:[
|
||||
{%- for item in params['required'] -%}
|
||||
<|"|>{{- item -}}<|"|>
|
||||
{{- ',' if not loop.last -}}
|
||||
{%- endfor -%}
|
||||
],
|
||||
{%- endif -%}
|
||||
{%- if params['type'] -%}
|
||||
type:<|"|>{{- params['type'] | upper -}}<|"|>}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- if 'response' in tool_data['function'] -%}
|
||||
{%- set response_declaration = tool_data['function']['response'] -%}
|
||||
,response:{
|
||||
{%- if response_declaration['description'] -%}
|
||||
description:<|"|>{{- response_declaration['description'] -}}<|"|>,
|
||||
{%- endif -%}
|
||||
{%- if response_declaration['type'] | upper == 'OBJECT' -%}
|
||||
type:<|"|>{{- response_declaration['type'] | upper -}}<|"|>}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
}
|
||||
{%- endmacro -%}
|
||||
{%- macro format_argument(argument, escape_keys=True) -%}
|
||||
{%- if argument is string -%}
|
||||
{{- '<|"|>' + argument + '<|"|>' -}}
|
||||
{%- elif argument is boolean -%}
|
||||
{{- 'true' if argument else 'false' -}}
|
||||
{%- elif argument is mapping -%}
|
||||
{{- '{' -}}
|
||||
{%- set ns = namespace(found_first=false) -%}
|
||||
{%- for key, value in argument | dictsort -%}
|
||||
{%- if ns.found_first %},{% endif -%}
|
||||
{%- set ns.found_first = true -%}
|
||||
{%- if escape_keys -%}
|
||||
{{- '<|"|>' + key + '<|"|>' -}}
|
||||
{%- else -%}
|
||||
{{- key -}}
|
||||
{%- endif -%}
|
||||
:{{- format_argument(value, escape_keys=escape_keys) -}}
|
||||
{%- endfor -%}
|
||||
{{- '}' -}}
|
||||
{%- elif argument is sequence -%}
|
||||
{{- '[' -}}
|
||||
{%- for item in argument -%}
|
||||
{{- format_argument(item, escape_keys=escape_keys) -}}
|
||||
{%- if not loop.last %},{% endif -%}
|
||||
{%- endfor -%}
|
||||
{{- ']' -}}
|
||||
{%- else -%}
|
||||
{{- argument -}}
|
||||
{%- endif -%}
|
||||
{%- endmacro -%}
|
||||
{%- macro strip_thinking(text) -%}
|
||||
{%- set ns = namespace(result='') -%}
|
||||
{%- for part in text.split('<channel|>') -%}
|
||||
{%- if '<|channel>' in part -%}
|
||||
{%- set ns.result = ns.result + part.split('<|channel>')[0] -%}
|
||||
{%- else -%}
|
||||
{%- set ns.result = ns.result + part -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
{{- ns.result | trim -}}
|
||||
{%- endmacro -%}
|
||||
|
||||
{%- macro format_tool_response_block(tool_name, response) -%}
|
||||
{{- '<|tool_response>' -}}
|
||||
{%- if response is mapping -%}
|
||||
{{- 'response:' + tool_name + '{' -}}
|
||||
{%- for key, value in response | dictsort -%}
|
||||
{{- key -}}:{{- format_argument(value, escape_keys=False) -}}
|
||||
{%- if not loop.last %},{% endif -%}
|
||||
{%- endfor -%}
|
||||
{{- '}' -}}
|
||||
{%- else -%}
|
||||
{{- 'response:' + tool_name + '{value:' + format_argument(response, escape_keys=False) + '}' -}}
|
||||
{%- endif -%}
|
||||
{{- '<tool_response|>' -}}
|
||||
{%- endmacro -%}
|
||||
|
||||
{%- set ns = namespace(prev_message_type=None) -%}
|
||||
{%- set loop_messages = messages -%}
|
||||
{{- bos_token -}}
|
||||
{#- Handle System/Tool Definitions Block -#}
|
||||
{%- if (enable_thinking is defined and enable_thinking) or tools or messages[0]['role'] in ['system', 'developer'] -%}
|
||||
{{- '<|turn>system\n' -}}
|
||||
{#- Inject Thinking token at the very top of the FIRST system turn -#}
|
||||
{%- if enable_thinking is defined and enable_thinking -%}
|
||||
{{- '<|think|>\n' -}}
|
||||
{%- set ns.prev_message_type = 'think' -%}
|
||||
{%- endif -%}
|
||||
{%- if messages[0]['role'] in ['system', 'developer'] -%}
|
||||
{%- if messages[0]['content'] is string -%}
|
||||
{{- messages[0]['content'] | trim -}}
|
||||
{%- elif messages[0]['content'] is sequence -%}
|
||||
{%- for item in messages[0]['content'] -%}
|
||||
{{- item['text'] | trim + ' '-}}
|
||||
{%- endfor -%}
|
||||
{%- endif -%}
|
||||
{%- set loop_messages = messages[1:] -%}
|
||||
{%- endif -%}
|
||||
{%- if tools -%}
|
||||
{%- for tool in tools %}
|
||||
{{- '<|tool>' -}}
|
||||
{{- format_function_declaration(tool) | trim -}}
|
||||
{{- '<tool|>' -}}
|
||||
{%- endfor %}
|
||||
{%- set ns.prev_message_type = 'tool' -%}
|
||||
{%- endif -%}
|
||||
{{- '<turn|>\n' -}}
|
||||
{%- endif %}
|
||||
|
||||
{#- Pre-scan: find last user message index for reasoning guard -#}
|
||||
{%- set ns_turn = namespace(last_user_idx=-1) -%}
|
||||
{%- for i in range(loop_messages | length) -%}
|
||||
{%- if loop_messages[i]['role'] == 'user' -%}
|
||||
{%- set ns_turn.last_user_idx = i -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
|
||||
{#- Loop through messages -#}
|
||||
{%- for message in loop_messages -%}
|
||||
{%- if message['role'] != 'tool' -%}
|
||||
{%- set ns.prev_message_type = None -%}
|
||||
{%- set role = 'model' if message['role'] == 'assistant' else message['role'] -%}
|
||||
{#- Detect continuation: suppress duplicate <|turn>model when previous non-tool message was also assistant -#}
|
||||
{%- set prev_nt = namespace(role=None, found=false) -%}
|
||||
{%- if loop.index0 > 0 -%}
|
||||
{%- for j in range(loop.index0 - 1, -1, -1) -%}
|
||||
{%- if not prev_nt.found -%}
|
||||
{%- if loop_messages[j]['role'] != 'tool' -%}
|
||||
{%- set prev_nt.role = loop_messages[j]['role'] -%}
|
||||
{%- set prev_nt.found = true -%}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
{%- endif -%}
|
||||
{%- set continue_same_model_turn = (role == 'model' and prev_nt.role == 'assistant') -%}
|
||||
{%- if not continue_same_model_turn -%}
|
||||
{{- '<|turn>' + role + '\n' }}
|
||||
{%- endif -%}
|
||||
|
||||
{#- Render reasoning/reasoning_content as thinking channel -#}
|
||||
{%- set thinking_text = message.get('reasoning') or message.get('reasoning_content') -%}
|
||||
{%- if thinking_text and loop.index0 > ns_turn.last_user_idx and message.get('tool_calls') -%}
|
||||
{{- '<|channel>thought\n' + thinking_text + '\n<channel|>' -}}
|
||||
{%- endif -%}
|
||||
|
||||
{%- if message['tool_calls'] -%}
|
||||
{%- for tool_call in message['tool_calls'] -%}
|
||||
{%- set function = tool_call['function'] -%}
|
||||
{{- '<|tool_call>call:' + function['name'] + '{' -}}
|
||||
{%- if function['arguments'] is mapping -%}
|
||||
{%- set ns_args = namespace(found_first=false) -%}
|
||||
{%- for key, value in function['arguments'] | dictsort -%}
|
||||
{%- if ns_args.found_first %},{% endif -%}
|
||||
{%- set ns_args.found_first = true -%}
|
||||
{{- key -}}:{{- format_argument(value, escape_keys=False) -}}
|
||||
{%- endfor -%}
|
||||
{%- elif function['arguments'] is string -%}
|
||||
{{- function['arguments'] -}}
|
||||
{%- endif -%}
|
||||
{{- '}<tool_call|>' -}}
|
||||
{%- endfor -%}
|
||||
{%- set ns.prev_message_type = 'tool_call' -%}
|
||||
{%- endif -%}
|
||||
|
||||
{%- set ns_tr_out = namespace(flag=false) -%}
|
||||
{%- if message.get('tool_responses') -%}
|
||||
{#- Legacy: tool_responses embedded on the assistant message (Google/Gemma native) -#}
|
||||
{%- for tool_response in message['tool_responses'] -%}
|
||||
{{- format_tool_response_block(tool_response['name'] | default('unknown'), tool_response['response']) -}}
|
||||
{%- set ns_tr_out.flag = true -%}
|
||||
{%- set ns.prev_message_type = 'tool_response' -%}
|
||||
{%- endfor -%}
|
||||
{%- elif message.get('tool_calls') -%}
|
||||
{#- OpenAI Chat Completions: forward-scan consecutive role:tool messages -#}
|
||||
{%- set ns_tool_scan = namespace(stopped=false) -%}
|
||||
{%- for k in range(loop.index0 + 1, loop_messages | length) -%}
|
||||
{%- if ns_tool_scan.stopped -%}
|
||||
{%- elif loop_messages[k]['role'] != 'tool' -%}
|
||||
{%- set ns_tool_scan.stopped = true -%}
|
||||
{%- else -%}
|
||||
{%- set follow = loop_messages[k] -%}
|
||||
{#- Resolve tool_call_id to function name -#}
|
||||
{%- set ns_tname = namespace(name=follow.get('name') | default('unknown')) -%}
|
||||
{%- for tc in message['tool_calls'] -%}
|
||||
{%- if tc.get('id') == follow.get('tool_call_id') -%}
|
||||
{%- set ns_tname.name = tc['function']['name'] -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
{#- Handle content as string or content-parts array -#}
|
||||
{%- set tool_body = follow.get('content') -%}
|
||||
{%- if tool_body is string -%}
|
||||
{{- format_tool_response_block(ns_tname.name, tool_body) -}}
|
||||
{%- elif tool_body is sequence and tool_body is not string -%}
|
||||
{%- set ns_txt = namespace(s='') -%}
|
||||
{%- for part in tool_body -%}
|
||||
{%- if part.get('type') == 'text' -%}
|
||||
{%- set ns_txt.s = ns_txt.s + (part.get('text') | default('')) -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
{{- format_tool_response_block(ns_tname.name, ns_txt.s) -}}
|
||||
{%- else -%}
|
||||
{{- format_tool_response_block(ns_tname.name, tool_body) -}}
|
||||
{%- endif -%}
|
||||
{%- set ns_tr_out.flag = true -%}
|
||||
{%- set ns.prev_message_type = 'tool_response' -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
{%- endif -%}
|
||||
|
||||
{%- set captured_content -%}
|
||||
{%- if message['content'] is string -%}
|
||||
{%- if role == 'model' -%}
|
||||
{{- strip_thinking(message['content']) -}}
|
||||
{%- else -%}
|
||||
{{- message['content'] | trim -}}
|
||||
{%- endif -%}
|
||||
{%- elif message['content'] is sequence -%}
|
||||
{%- for item in message['content'] -%}
|
||||
{%- if item['type'] == 'text' -%}
|
||||
{%- if role == 'model' -%}
|
||||
{{- strip_thinking(item['text']) -}}
|
||||
{%- else -%}
|
||||
{{- item['text'] | trim -}}
|
||||
{%- endif -%}
|
||||
{%- elif item['type'] == 'image' -%}
|
||||
{{- '<|image|>' -}}
|
||||
{%- set ns.prev_message_type = 'image' -%}
|
||||
{%- elif item['type'] == 'audio' -%}
|
||||
{{- '<|audio|>' -}}
|
||||
{%- set ns.prev_message_type = 'audio' -%}
|
||||
{%- elif item['type'] == 'video' -%}
|
||||
{{- '<|video|>' -}}
|
||||
{%- set ns.prev_message_type = 'video' -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
{%- endif -%}
|
||||
{%- endset -%}
|
||||
|
||||
{{- captured_content -}}
|
||||
{%- set has_content = captured_content | trim | length > 0 -%}
|
||||
|
||||
{%- if ns.prev_message_type == 'tool_call' and not ns_tr_out.flag -%}
|
||||
{{- '<|tool_response>' -}}
|
||||
{%- elif not (ns_tr_out.flag and not has_content) -%}
|
||||
{{- '<turn|>\n' -}}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- endfor -%}
|
||||
|
||||
{%- if add_generation_prompt -%}
|
||||
{%- if ns.prev_message_type != 'tool_response' and ns.prev_message_type != 'tool_call' -%}
|
||||
{{- '<|turn>model\n' -}}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
222
model/renderers/testdata/nemotron3nano_chat_template.jinja2
vendored
Normal file
222
model/renderers/testdata/nemotron3nano_chat_template.jinja2
vendored
Normal file
@@ -0,0 +1,222 @@
|
||||
{% 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 %}
|
||||
{%- if json_dict[json_key] is mapping or (json_dict[json_key] is sequence and json_dict[json_key] is not string) %}
|
||||
{{- '\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | tojson | safe) ~ '</' ~ json_key ~ '>' }}
|
||||
{%- else %}
|
||||
{{- '\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | string) ~ '</' ~ json_key ~ '>' }}
|
||||
{%- endif %}
|
||||
{%- endfor %}
|
||||
{%- endif %}
|
||||
{% endmacro %}
|
||||
{%- set enable_thinking = enable_thinking if enable_thinking is defined else True %}
|
||||
{%- set reasoning_budget = reasoning_budget if reasoning_budget is defined else None %}
|
||||
{%- set truncate_history_thinking = truncate_history_thinking if truncate_history_thinking is defined else True %}
|
||||
{%- set response_format = response_format if response_format is defined else None %}
|
||||
|
||||
{# Scan messages for VLM thinking toggles to override enable_thinking #}
|
||||
{%- set toggle = namespace(enable=enable_thinking) %}
|
||||
{%- for m in messages %}
|
||||
{%- if m['role'] == 'user' or m['role'] == 'system' -%}
|
||||
{%- if m['content'] is string -%}
|
||||
{%- set c = m['content'] %}
|
||||
{%- if '/think' in c.replace('</think>', '') -%}
|
||||
{%- set toggle.enable = true -%}
|
||||
{%- elif '/no_think' in c -%}
|
||||
{%- set toggle.enable = false -%}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- endif -%}
|
||||
{%- endfor %}
|
||||
|
||||
{# Prepare message iteration similar to LM template #}
|
||||
{%- set ns = namespace(last_user_idx = -1) %}
|
||||
{%- set loop_messages = messages %}
|
||||
{%- for m in loop_messages %}
|
||||
{%- if m["role"] == "user" %}
|
||||
{%- set ns.last_user_idx = loop.index0 %}
|
||||
{%- endif %}
|
||||
{%- endfor %}
|
||||
|
||||
{%- if messages[0]["role"] == "system" %}
|
||||
{%- set system_message = messages[0]["content"] %}
|
||||
{%- set loop_messages = messages[1:] %}
|
||||
{%- else %}
|
||||
{%- set system_message = "" %}
|
||||
{%- set loop_messages = messages %}
|
||||
{%- endif %}
|
||||
{%- if not tools is defined %}
|
||||
{%- set tools = [] %}
|
||||
{%- endif %}
|
||||
{# Recompute last_user_idx relative to loop_messages after handling system #}
|
||||
{%- set ns = namespace(last_user_idx = -1) %}
|
||||
{%- for m in loop_messages %}
|
||||
{%- if m["role"] == "user" %}
|
||||
{%- set ns.last_user_idx = loop.index0 %}
|
||||
{%- endif %}
|
||||
{%- endfor %}
|
||||
|
||||
{# System preamble with LM formatting, sanitize thinking toggles #}
|
||||
{%- if system_message is defined %}
|
||||
{%- set sys_content = system_message | string %}
|
||||
{%- set sys_content = sys_content.replace('</think>', '<_end_think>').replace('/think', '').replace('/no_think', '').replace('<_end_think>', '</think>') %}
|
||||
{{- "<|im_start|>system\n" + sys_content }}
|
||||
{%- else %}
|
||||
{%- if tools is iterable and tools | length > 0 %}
|
||||
{{- "<|im_start|>system\n" }}
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
{%- if tools is iterable and tools | length > 0 %}
|
||||
{%- if system_message is defined and system_message | length > 0 %}
|
||||
{{- "\n\n" }}
|
||||
{%- endif %}
|
||||
{{- "# Tools\n\nYou have access to the following functions:\n\n" }}
|
||||
{{- "<tools>" }}
|
||||
{%- for tool in tools %}
|
||||
{%- if tool.function is defined %}
|
||||
{%- set tool = tool.function %}
|
||||
{%- endif %}
|
||||
{{- "\n<function>\n<name>" ~ tool.name ~ "</name>" }}
|
||||
{%- if tool.description is defined %}
|
||||
{{- '\n<description>' ~ (tool.description | trim) ~ '</description>' }}
|
||||
{%- endif %}
|
||||
{{- '\n<parameters>' }}
|
||||
{%- if tool.parameters is defined and tool.parameters is mapping and tool.parameters.properties is defined and tool.parameters.properties is mapping %}
|
||||
{%- for param_name, param_fields in tool.parameters.properties|items %}
|
||||
{{- '\n<parameter>' }}
|
||||
{{- '\n<name>' ~ param_name ~ '</name>' }}
|
||||
{%- if param_fields.type is defined %}
|
||||
{{- '\n<type>' ~ (param_fields.type | string) ~ '</type>' }}
|
||||
{%- endif %}
|
||||
{%- if param_fields.description is defined %}
|
||||
{{- '\n<description>' ~ (param_fields.description | trim) ~ '</description>' }}
|
||||
{%- endif %}
|
||||
{%- if param_fields.enum is defined %}
|
||||
{{- '\n<enum>' ~ (param_fields.enum | tojson | safe) ~ '</enum>' }}
|
||||
{%- endif %}
|
||||
{%- set handled_keys = ['name', 'type', 'description', 'enum'] %}
|
||||
{{- render_extra_keys(param_fields, handled_keys) }}
|
||||
{{- '\n</parameter>' }}
|
||||
{%- endfor %}
|
||||
{%- endif %}
|
||||
{% set handled_keys = ['type', 'properties', 'required'] %}
|
||||
{{- render_extra_keys(tool.parameters, handled_keys) }}
|
||||
{%- if tool.parameters is defined and tool.parameters.required is defined %}
|
||||
{{- '\n<required>' ~ (tool.parameters.required | tojson | safe) ~ '</required>' }}
|
||||
{%- endif %}
|
||||
{{- '\n</parameters>' }}
|
||||
{%- set handled_keys = ['type', 'name', 'description', 'parameters'] %}
|
||||
{{- render_extra_keys(tool, handled_keys) }}
|
||||
{{- '\n</function>' }}
|
||||
{%- endfor %}
|
||||
{{- "\n</tools>" }}
|
||||
|
||||
{{- '\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>' }}
|
||||
{%- endif %}
|
||||
|
||||
{%- if system_message is defined %}
|
||||
{{- '<|im_end|>\n' }}
|
||||
{%- else %}
|
||||
{%- if tools is iterable and tools | length > 0 %}
|
||||
{{- '<|im_end|>\n' }}
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
|
||||
{# Iterate conversation #}
|
||||
{%- for message in loop_messages %}
|
||||
{%- if message.role == "assistant" %}
|
||||
{# Use LM assistant handling #}
|
||||
{%- if message.reasoning_content is defined and message.reasoning_content is string and message.reasoning_content | trim | length > 0 %}
|
||||
{%- set content = "<think>\n" ~ message.reasoning_content ~ "\n</think>\n" ~ (message.content | default('', true)) %}
|
||||
{%- else %}
|
||||
{%- set content = message.content | default('', true) %}
|
||||
{%- if content is string -%}
|
||||
{%- if '<think>' not in content and '</think>' not in content -%}
|
||||
{%- set content = "<think></think>" ~ content -%}
|
||||
{%- endif -%}
|
||||
{%- else -%}
|
||||
{%- set content = content -%}
|
||||
{%- endif -%}
|
||||
{%- endif %}
|
||||
{%- if message.tool_calls is defined and message.tool_calls is iterable and message.tool_calls | length > 0 %}
|
||||
{{- '<|im_start|>assistant\n' }}
|
||||
{%- set include_content = not (truncate_history_thinking and loop.index0 < ns.last_user_idx) %}
|
||||
{%- if content is string and content | trim | length > 0 %}
|
||||
{%- if include_content %}
|
||||
{{- (content | trim) ~ '\n' -}}
|
||||
{%- else %}
|
||||
{%- set c = (content | string) %}
|
||||
{%- if '</think>' in c %}
|
||||
{%- set c = c.split('</think>')[-1] %}
|
||||
{%- elif '<think>' in c %}
|
||||
{%- set c = c.split('<think>')[0] %}
|
||||
{%- endif %}
|
||||
{%- set c = "<think></think>" ~ c | trim %}
|
||||
{%- if c | length > 0 %}
|
||||
{{- c ~ '\n' -}}
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
{%- else %}
|
||||
{{- "<think></think>" -}}
|
||||
{%- endif %}
|
||||
{%- for tool_call in message.tool_calls %}
|
||||
{%- if tool_call.function is defined %}
|
||||
{%- set tool_call = tool_call.function %}
|
||||
{%- endif %}
|
||||
{{- '<tool_call>\n<function=' ~ tool_call.name ~ '>\n' -}}
|
||||
{%- if tool_call.arguments is defined %}
|
||||
{%- for args_name, args_value in tool_call.arguments|items %}
|
||||
{{- '<parameter=' ~ args_name ~ '>\n' -}}
|
||||
{%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
|
||||
{{- args_value ~ '\n</parameter>\n' -}}
|
||||
{%- endfor %}
|
||||
{%- endif %}
|
||||
{{- '</function>\n</tool_call>\n' -}}
|
||||
{%- endfor %}
|
||||
{{- '<|im_end|>\n' }}
|
||||
{%- else %}
|
||||
{%- if not (truncate_history_thinking and loop.index0 < ns.last_user_idx) %}
|
||||
{{- '<|im_start|>assistant\n' ~ (content | default('', true) | string | trim) ~ '<|im_end|>\n' }}
|
||||
{%- else %}
|
||||
{%- set c = (content | default('', true) | string) %}
|
||||
{%- if '<think>' in c and '</think>' in c %}
|
||||
{%- set c = "<think></think>" ~ c.split('</think>')[-1] %}
|
||||
{%- endif %}
|
||||
{%- set c = c | trim %}
|
||||
{%- if c | length > 0 %}
|
||||
{{- '<|im_start|>assistant\n' ~ c ~ '<|im_end|>\n' }}
|
||||
{%- else %}
|
||||
{{- '<|im_start|>assistant\n<|im_end|>\n' }}
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
{%- elif message.role == "user" or message.role == "system" %}
|
||||
{{- '<|im_start|>' + message.role + '\n' }}
|
||||
{%- set content = message.content | string %}
|
||||
{{- content }}
|
||||
{{- '<|im_end|>\n' }}
|
||||
{%- elif message.role == "tool" %}
|
||||
{%- if loop.previtem and loop.previtem.role != "tool" %}
|
||||
{{- '<|im_start|>user\n' }}
|
||||
{%- endif %}
|
||||
{{- '<tool_response>\n' }}
|
||||
{{- message.content }}
|
||||
{{- '\n</tool_response>\n' }}
|
||||
{%- if not loop.last and loop.nextitem.role != "tool" %}
|
||||
{{- '<|im_end|>\n' }}
|
||||
{%- elif loop.last %}
|
||||
{{- '<|im_end|>\n' }}
|
||||
{%- endif %}
|
||||
{%- else %}
|
||||
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>\n' }}
|
||||
{%- endif %}
|
||||
{%- endfor %}
|
||||
|
||||
{# Generation prompt using computed thinking toggle #}
|
||||
{%- if add_generation_prompt %}
|
||||
{%- if toggle.enable %}
|
||||
{{- '<|im_start|>assistant\n<think>\n' }}
|
||||
{%- else %}
|
||||
{{- '<|im_start|>assistant\n<think></think>' }}
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
Reference in New Issue
Block a user