armand0e commited on
Commit
f3fb255
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verified ·
1 Parent(s): b58f622

(Trained with Unsloth)

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Files changed (2) hide show
  1. chat_template.jinja +125 -44
  2. tokenizer_config.json +2 -2
chat_template.jinja CHANGED
@@ -11,34 +11,15 @@
11
  description:<|"|>{{ value['description'] }}<|"|>
12
  {%- set add_comma = true -%}
13
  {%- endif -%}
14
- {%- if value['nullable'] %}
15
- {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
16
- nullable:true
17
- {%- endif -%}
18
  {%- if value['type'] | upper == 'STRING' -%}
19
  {%- if value['enum'] -%}
20
  {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
21
  enum:{{ format_argument(value['enum']) }}
22
  {%- endif -%}
23
- {%- elif value['type'] | upper == 'OBJECT' -%}
24
- ,properties:{
25
- {%- if value['properties'] is defined and value['properties'] is mapping -%}
26
- {{- format_parameters(value['properties'], value['required'] | default([])) -}}
27
- {%- elif value is mapping -%}
28
- {{- format_parameters(value, value['required'] | default([])) -}}
29
- {%- endif -%}
30
- }
31
- {%- if value['required'] -%}
32
- ,required:[
33
- {%- for item in value['required'] | default([]) -%}
34
- <|"|>{{- item -}}<|"|>
35
- {%- if not loop.last %},{% endif -%}
36
- {%- endfor -%}
37
- ]
38
- {%- endif -%}
39
  {%- elif value['type'] | upper == 'ARRAY' -%}
40
  {%- if value['items'] is mapping and value['items'] -%}
41
- ,items:{
 
42
  {%- set ns_items = namespace(found_first=false) -%}
43
  {%- for item_key, item_value in value['items'] | dictsort -%}
44
  {%- if item_value is not none -%}
@@ -71,6 +52,32 @@
71
  }
72
  {%- endif -%}
73
  {%- endif -%}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
74
  {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
75
  type:<|"|>{{ value['type'] | upper }}<|"|>}
76
  {%- endif -%}
@@ -150,16 +157,31 @@
150
  {{- ns.result | trim -}}
151
  {%- endmacro -%}
152
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
153
  {%- set ns = namespace(prev_message_type=None) -%}
154
  {%- set loop_messages = messages -%}
155
- {{ bos_token }}
156
  {#- Handle System/Tool Definitions Block -#}
157
- {%- if (enable_thinking | default(true)) or tools or messages[0]['role'] in ['system', 'developer'] -%}
158
  {{- '<|turn>system\n' -}}
159
 
160
  {#- Inject Thinking token at the very top of the FIRST system turn -#}
161
  {%- if enable_thinking | default(true) -%}
162
- {{- '<|think|>' -}}
163
  {%- set ns.prev_message_type = 'think' -%}
164
  {%- endif -%}
165
 
@@ -180,11 +202,41 @@
180
  {{- '<turn|>\n' -}}
181
  {%- endif %}
182
 
 
 
 
 
 
 
 
 
183
  {#- Loop through messages -#}
184
  {%- for message in loop_messages -%}
 
185
  {%- set ns.prev_message_type = None -%}
186
  {%- set role = 'model' if message['role'] == 'assistant' else message['role'] -%}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
187
  {{- '<|turn>' + role + '\n' }}
 
 
 
 
 
 
 
188
 
189
  {%- if message['tool_calls'] -%}
190
  {%- for tool_call in message['tool_calls'] -%}
@@ -205,23 +257,49 @@
205
  {%- set ns.prev_message_type = 'tool_call' -%}
206
  {%- endif -%}
207
 
208
- {%- if message['tool_responses'] -%}
209
- {#- Tool Response handling -#}
 
210
  {%- for tool_response in message['tool_responses'] -%}
211
- {{- '<|tool_response>' -}}
212
- {%- if tool_response['response'] is mapping -%}
213
- {{- 'response:' + tool_response['name'] | default('unknown') + '{' -}}
214
- {%- for key, value in tool_response['response'] | dictsort -%}
215
- {{- key -}}:{{- format_argument(value, escape_keys=False) -}}
216
- {%- if not loop.last %},{% endif -%}
217
- {%- endfor -%}
218
- {{- '}' -}}
 
 
 
219
  {%- else -%}
220
- {{- 'response:' + tool_response['name'] | default('unknown') + '{value:' + format_argument(tool_response['response'], escape_keys=False) + '}' -}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
221
  {%- endif -%}
222
- {{- '<tool_response|>' -}}
223
  {%- endfor -%}
224
- {%- set ns.prev_message_type = 'tool_response' -%}
225
  {%- endif -%}
226
 
227
  {%- if message['content'] is string -%}
@@ -239,28 +317,31 @@
239
  {{- item['text'] | trim -}}
240
  {%- endif -%}
241
  {%- elif item['type'] == 'image' -%}
242
- {{- '\n\n<|image|>\n\n' -}}
243
  {%- set ns.prev_message_type = 'image' -%}
244
  {%- elif item['type'] == 'audio' -%}
245
  {{- '<|audio|>' -}}
246
  {%- set ns.prev_message_type = 'audio' -%}
247
  {%- elif item['type'] == 'video' -%}
248
- {{- '\n\n<|video|>\n\n' -}}
249
  {%- set ns.prev_message_type = 'video' -%}
250
  {%- endif -%}
251
  {%- endfor -%}
252
  {%- endif -%}
253
 
254
- {%- if not (message['tool_responses'] and not message['content']) -%}
 
 
255
  {{- '<turn|>\n' -}}
256
  {%- endif -%}
 
257
  {%- endfor -%}
258
 
259
  {%- if add_generation_prompt -%}
260
- {%- if ns.prev_message_type != 'tool_response' -%}
261
  {{- '<|turn>model\n' -}}
262
- {%- endif -%}
263
- {%- if enable_thinking | default(true) -%}
264
- {{- '<|channel>thought\n' -}}
265
  {%- endif -%}
266
  {%- endif -%}
 
11
  description:<|"|>{{ value['description'] }}<|"|>
12
  {%- set add_comma = true -%}
13
  {%- endif -%}
 
 
 
 
14
  {%- if value['type'] | upper == 'STRING' -%}
15
  {%- if value['enum'] -%}
16
  {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
17
  enum:{{ format_argument(value['enum']) }}
18
  {%- endif -%}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
19
  {%- elif value['type'] | upper == 'ARRAY' -%}
20
  {%- if value['items'] is mapping and value['items'] -%}
21
+ {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
22
+ items:{
23
  {%- set ns_items = namespace(found_first=false) -%}
24
  {%- for item_key, item_value in value['items'] | dictsort -%}
25
  {%- if item_value is not none -%}
 
52
  }
53
  {%- endif -%}
54
  {%- endif -%}
55
+ {%- if value['nullable'] %}
56
+ {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
57
+ nullable:true
58
+ {%- endif -%}
59
+ {%- if value['type'] | upper == 'OBJECT' -%}
60
+ {%- if value['properties'] is defined and value['properties'] is mapping -%}
61
+ {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
62
+ properties:{
63
+ {{- format_parameters(value['properties'], value['required'] | default([])) -}}
64
+ }
65
+ {%- elif value is mapping -%}
66
+ {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
67
+ properties:{
68
+ {{- format_parameters(value, value['required'] | default([])) -}}
69
+ }
70
+ {%- endif -%}
71
+ {%- if value['required'] -%}
72
+ {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
73
+ required:[
74
+ {%- for item in value['required'] | default([]) -%}
75
+ <|"|>{{- item -}}<|"|>
76
+ {%- if not loop.last %},{% endif -%}
77
+ {%- endfor -%}
78
+ ]
79
+ {%- endif -%}
80
+ {%- endif -%}
81
  {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}
82
  type:<|"|>{{ value['type'] | upper }}<|"|>}
83
  {%- endif -%}
 
157
  {{- ns.result | trim -}}
158
  {%- endmacro -%}
159
 
160
+ {%- macro format_tool_response_block(tool_name, response) -%}
161
+ {{- '<|tool_response>' -}}
162
+ {%- if response is mapping -%}
163
+ {{- 'response:' + tool_name + '{' -}}
164
+ {%- for key, value in response | dictsort -%}
165
+ {{- key -}}:{{- format_argument(value, escape_keys=False) -}}
166
+ {%- if not loop.last %},{% endif -%}
167
+ {%- endfor -%}
168
+ {{- '}' -}}
169
+ {%- else -%}
170
+ {{- 'response:' + tool_name + '{value:' + format_argument(response, escape_keys=False) + '}' -}}
171
+ {%- endif -%}
172
+ {{- '<tool_response|>' -}}
173
+ {%- endmacro -%}
174
+
175
  {%- set ns = namespace(prev_message_type=None) -%}
176
  {%- set loop_messages = messages -%}
177
+ {{- bos_token -}}
178
  {#- Handle System/Tool Definitions Block -#}
179
+ {%- if enable_thinking | default(true) or tools or messages[0]['role'] in ['system', 'developer'] -%}
180
  {{- '<|turn>system\n' -}}
181
 
182
  {#- Inject Thinking token at the very top of the FIRST system turn -#}
183
  {%- if enable_thinking | default(true) -%}
184
+ {{- '<|think|>\n' -}}
185
  {%- set ns.prev_message_type = 'think' -%}
186
  {%- endif -%}
187
 
 
202
  {{- '<turn|>\n' -}}
203
  {%- endif %}
204
 
205
+ {#- Pre-scan: find last user message index for reasoning guard -#}
206
+ {%- set ns_turn = namespace(last_user_idx=-1) -%}
207
+ {%- for i in range(loop_messages | length) -%}
208
+ {%- if loop_messages[i]['role'] == 'user' -%}
209
+ {%- set ns_turn.last_user_idx = i -%}
210
+ {%- endif -%}
211
+ {%- endfor -%}
212
+
213
  {#- Loop through messages -#}
214
  {%- for message in loop_messages -%}
215
+ {%- if message['role'] != 'tool' -%}
216
  {%- set ns.prev_message_type = None -%}
217
  {%- set role = 'model' if message['role'] == 'assistant' else message['role'] -%}
218
+ {#- Detect continuation: suppress duplicate <|turn>model when previous non-tool message was also assistant -#}
219
+ {%- set prev_nt = namespace(role=None, found=false) -%}
220
+ {%- if loop.index0 > 0 -%}
221
+ {%- for j in range(loop.index0 - 1, -1, -1) -%}
222
+ {%- if not prev_nt.found -%}
223
+ {%- if loop_messages[j]['role'] != 'tool' -%}
224
+ {%- set prev_nt.role = loop_messages[j]['role'] -%}
225
+ {%- set prev_nt.found = true -%}
226
+ {%- endif -%}
227
+ {%- endif -%}
228
+ {%- endfor -%}
229
+ {%- endif -%}
230
+ {%- set continue_same_model_turn = (role == 'model' and prev_nt.role == 'assistant') -%}
231
+ {%- if not continue_same_model_turn -%}
232
  {{- '<|turn>' + role + '\n' }}
233
+ {%- endif -%}
234
+
235
+ {#- Render reasoning/reasoning_content as thinking channel -#}
236
+ {%- set thinking_text = message.get('reasoning') or message.get('reasoning_content') -%}
237
+ {%- if thinking_text and loop.index0 > ns_turn.last_user_idx -%}
238
+ {{- '<|channel>thought\n' + thinking_text + '\n<channel|>' -}}
239
+ {%- endif -%}
240
 
241
  {%- if message['tool_calls'] -%}
242
  {%- for tool_call in message['tool_calls'] -%}
 
257
  {%- set ns.prev_message_type = 'tool_call' -%}
258
  {%- endif -%}
259
 
260
+ {%- set ns_tr_out = namespace(flag=false) -%}
261
+ {%- if message.get('tool_responses') -%}
262
+ {#- Legacy: tool_responses embedded on the assistant message (Google/Gemma native) -#}
263
  {%- for tool_response in message['tool_responses'] -%}
264
+ {{- format_tool_response_block(tool_response['name'] | default('unknown'), tool_response['response']) -}}
265
+ {%- set ns_tr_out.flag = true -%}
266
+ {%- set ns.prev_message_type = 'tool_response' -%}
267
+ {%- endfor -%}
268
+ {%- elif message.get('tool_calls') -%}
269
+ {#- OpenAI Chat Completions: forward-scan consecutive role:tool messages -#}
270
+ {%- set ns_tool_scan = namespace(stopped=false) -%}
271
+ {%- for k in range(loop.index0 + 1, loop_messages | length) -%}
272
+ {%- if ns_tool_scan.stopped -%}
273
+ {%- elif loop_messages[k]['role'] != 'tool' -%}
274
+ {%- set ns_tool_scan.stopped = true -%}
275
  {%- else -%}
276
+ {%- set follow = loop_messages[k] -%}
277
+ {#- Resolve tool_call_id to function name -#}
278
+ {%- set ns_tname = namespace(name=follow.get('name') | default('unknown')) -%}
279
+ {%- for tc in message['tool_calls'] -%}
280
+ {%- if tc.get('id') == follow.get('tool_call_id') -%}
281
+ {%- set ns_tname.name = tc['function']['name'] -%}
282
+ {%- endif -%}
283
+ {%- endfor -%}
284
+ {#- Handle content as string or content-parts array -#}
285
+ {%- set tool_body = follow.get('content') -%}
286
+ {%- if tool_body is string -%}
287
+ {{- format_tool_response_block(ns_tname.name, tool_body) -}}
288
+ {%- elif tool_body is sequence and tool_body is not string -%}
289
+ {%- set ns_txt = namespace(s='') -%}
290
+ {%- for part in tool_body -%}
291
+ {%- if part.get('type') == 'text' -%}
292
+ {%- set ns_txt.s = ns_txt.s + (part.get('text') | default('')) -%}
293
+ {%- endif -%}
294
+ {%- endfor -%}
295
+ {{- format_tool_response_block(ns_tname.name, ns_txt.s) -}}
296
+ {%- else -%}
297
+ {{- format_tool_response_block(ns_tname.name, tool_body) -}}
298
+ {%- endif -%}
299
+ {%- set ns_tr_out.flag = true -%}
300
+ {%- set ns.prev_message_type = 'tool_response' -%}
301
  {%- endif -%}
 
302
  {%- endfor -%}
 
303
  {%- endif -%}
304
 
305
  {%- if message['content'] is string -%}
 
317
  {{- item['text'] | trim -}}
318
  {%- endif -%}
319
  {%- elif item['type'] == 'image' -%}
320
+ {{- '<|image|>' -}}
321
  {%- set ns.prev_message_type = 'image' -%}
322
  {%- elif item['type'] == 'audio' -%}
323
  {{- '<|audio|>' -}}
324
  {%- set ns.prev_message_type = 'audio' -%}
325
  {%- elif item['type'] == 'video' -%}
326
+ {{- '<|video|>' -}}
327
  {%- set ns.prev_message_type = 'video' -%}
328
  {%- endif -%}
329
  {%- endfor -%}
330
  {%- endif -%}
331
 
332
+ {%- if ns.prev_message_type == 'tool_call' and not ns_tr_out.flag -%}
333
+ {{- '<|tool_response>' -}}
334
+ {%- elif not (ns_tr_out.flag and not message.get('content')) -%}
335
  {{- '<turn|>\n' -}}
336
  {%- endif -%}
337
+ {%- endif -%}
338
  {%- endfor -%}
339
 
340
  {%- if add_generation_prompt -%}
341
+ {%- if ns.prev_message_type != 'tool_response' and ns.prev_message_type != 'tool_call' -%}
342
  {{- '<|turn>model\n' -}}
343
+ {%- if enable_thinking | default(true) -%}
344
+ {{- '<|channel>thought\n<channel|>' -}}
345
+ {%- endif -%}
346
  {%- endif -%}
347
  {%- endif -%}
tokenizer_config.json CHANGED
@@ -82,7 +82,7 @@
82
  }
83
  },
84
  "type": "object",
85
- "x-regex": "(\\<\\|channel\\>thought\\n(?P<thinking>.*?)\\<channel\\|\\>)?(?P<content>(?:(?!\\<\\|tool_call\\>)(?!\\<turn\\|\\>).)+)?(?P<tool_calls>\\<\\|tool_call\\>.*\\<tool_call\\|\\>)?(?:\\<turn\\|\\>)?"
86
  },
87
  "soc_token": "<|channel>",
88
  "sot_token": "<|turn>",
@@ -92,5 +92,5 @@
92
  "think_token": "<|think|>",
93
  "tokenizer_class": "GemmaTokenizer",
94
  "unk_token": "<unk>",
95
- "chat_template": "{%- macro format_parameters(properties, required) -%}\n {%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}\n {%- set ns = namespace(found_first=false) -%}\n {%- for key, value in properties | dictsort -%}\n {%- set add_comma = false -%}\n {%- if key not in standard_keys -%}\n {%- if ns.found_first %},{% endif -%}\n {%- set ns.found_first = true -%}\n {{ key }}:{\n {%- if value['description'] -%}\n description:<|\"|>{{ value['description'] }}<|\"|>\n {%- set add_comma = true -%}\n {%- endif -%}\n {%- if value['nullable'] %}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n nullable:true\n {%- endif -%}\n {%- if value['type'] | upper == 'STRING' -%}\n {%- if value['enum'] -%}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n enum:{{ format_argument(value['enum']) }}\n {%- endif -%}\n {%- elif value['type'] | upper == 'OBJECT' -%}\n ,properties:{\n {%- if value['properties'] is defined and value['properties'] is mapping -%}\n {{- format_parameters(value['properties'], value['required'] | default([])) -}}\n {%- elif value is mapping -%}\n {{- format_parameters(value, value['required'] | default([])) -}}\n {%- endif -%}\n }\n {%- if value['required'] -%}\n ,required:[\n {%- for item in value['required'] | default([]) -%}\n <|\"|>{{- item -}}<|\"|>\n {%- if not loop.last %},{% endif -%}\n {%- endfor -%}\n ]\n {%- endif -%}\n {%- elif value['type'] | upper == 'ARRAY' -%}\n {%- if value['items'] is mapping and value['items'] -%}\n ,items:{\n {%- set ns_items = namespace(found_first=false) -%}\n {%- for item_key, item_value in value['items'] | dictsort -%}\n {%- if item_value is not none -%}\n {%- if ns_items.found_first %},{% endif -%}\n {%- set ns_items.found_first = true -%}\n {%- if item_key == 'properties' -%}\n properties:{\n {%- if item_value is mapping -%}\n {{- format_parameters(item_value, value['items']['required'] | default([])) -}}\n {%- endif -%}\n }\n {%- elif item_key == 'required' -%}\n required:[\n {%- for req_item in item_value -%}\n <|\"|>{{- req_item -}}<|\"|>\n {%- if not loop.last %},{% endif -%}\n {%- endfor -%}\n ]\n {%- elif item_key == 'type' -%}\n {%- if item_value is string -%}\n type:{{ format_argument(item_value | upper) }}\n {%- else -%}\n type:{{ format_argument(item_value | map('upper') | list) }}\n {%- endif -%}\n {%- else -%}\n {{ item_key }}:{{ format_argument(item_value) }}\n {%- endif -%}\n {%- endif -%}\n {%- endfor -%}\n }\n {%- endif -%}\n {%- endif -%}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n type:<|\"|>{{ value['type'] | upper }}<|\"|>}\n {%- endif -%}\n {%- endfor -%}\n{%- endmacro -%}\n{%- macro format_function_declaration(tool_data) -%}\n declaration:{{- tool_data['function']['name'] -}}{description:<|\"|>{{- tool_data['function']['description'] -}}<|\"|>\n {%- set params = tool_data['function']['parameters'] -%}\n {%- if params -%}\n ,parameters:{\n {%- if params['properties'] -%}\n properties:{ {{- format_parameters(params['properties'], params['required']) -}} },\n {%- endif -%}\n {%- if params['required'] -%}\n required:[\n {%- for item in params['required'] -%}\n <|\"|>{{- item -}}<|\"|>\n {{- ',' if not loop.last -}}\n {%- endfor -%}\n ],\n {%- endif -%}\n {%- if params['type'] -%}\n type:<|\"|>{{- params['type'] | upper -}}<|\"|>}\n {%- endif -%}\n {%- endif -%}\n {%- if 'response' in tool_data['function'] -%}\n {%- set response_declaration = tool_data['function']['response'] -%}\n ,response:{\n {%- if response_declaration['description'] -%}\n description:<|\"|>{{- response_declaration['description'] -}}<|\"|>,\n {%- endif -%}\n {%- if response_declaration['type'] | upper == 'OBJECT' -%}\n type:<|\"|>{{- response_declaration['type'] | upper -}}<|\"|>}\n {%- endif -%}\n {%- endif -%}\n }\n{%- endmacro -%}\n{%- macro format_argument(argument, escape_keys=True) -%}\n {%- if argument is string -%}\n {{- '<|\"|>' + argument + '<|\"|>' -}}\n {%- elif argument is boolean -%}\n {{- 'true' if argument else 'false' -}}\n {%- elif argument is mapping -%}\n {{- '{' -}}\n {%- set ns = namespace(found_first=false) -%}\n {%- for key, value in argument | dictsort -%}\n {%- if ns.found_first %},{% endif -%}\n {%- set ns.found_first = true -%}\n {%- if escape_keys -%}\n {{- '<|\"|>' + key + '<|\"|>' -}}\n {%- else -%}\n {{- key -}}\n {%- endif -%}\n :{{- format_argument(value, escape_keys=escape_keys) -}}\n {%- endfor -%}\n {{- '}' -}}\n {%- elif argument is sequence -%}\n {{- '[' -}}\n {%- for item in argument -%}\n {{- format_argument(item, escape_keys=escape_keys) -}}\n {%- if not loop.last %},{% endif -%}\n {%- endfor -%}\n {{- ']' -}}\n {%- else -%}\n {{- argument -}}\n {%- endif -%}\n{%- endmacro -%}\n{%- macro strip_thinking(text) -%}\n {%- set ns = namespace(result='') -%}\n {%- for part in text.split('<channel|>') -%}\n {%- if '<|channel>' in part -%}\n {%- set ns.result = ns.result + part.split('<|channel>')[0] -%}\n {%- else -%}\n {%- set ns.result = ns.result + part -%}\n {%- endif -%}\n {%- endfor -%}\n {{- ns.result | trim -}}\n{%- endmacro -%}\n\n{%- set ns = namespace(prev_message_type=None) -%}\n{%- set loop_messages = messages -%}\n{{ bos_token }}\n{#- Handle System/Tool Definitions Block -#}\n{%- if (enable_thinking | default(true)) or tools or messages[0]['role'] in ['system', 'developer'] -%}\n {{- '<|turn>system\\n' -}}\n\n {#- Inject Thinking token at the very top of the FIRST system turn -#}\n {%- if enable_thinking | default(true) -%}\n {{- '<|think|>' -}}\n {%- set ns.prev_message_type = 'think' -%}\n {%- endif -%}\n\n {%- if messages[0]['role'] in ['system', 'developer'] -%}\n {{- messages[0]['content'] | trim -}}\n {%- set loop_messages = messages[1:] -%}\n {%- endif -%}\n\n {%- if tools -%}\n {%- for tool in tools %}\n {{- '<|tool>' -}}\n {{- format_function_declaration(tool) | trim -}}\n {{- '<tool|>' -}}\n {%- endfor %}\n {%- set ns.prev_message_type = 'tool' -%}\n {%- endif -%}\n\n {{- '<turn|>\\n' -}}\n{%- endif %}\n\n{#- Loop through messages -#}\n{%- for message in loop_messages -%}\n {%- set ns.prev_message_type = None -%}\n {%- set role = 'model' if message['role'] == 'assistant' else message['role'] -%}\n {{- '<|turn>' + role + '\\n' }}\n\n {%- if message['tool_calls'] -%}\n {%- for tool_call in message['tool_calls'] -%}\n {%- set function = tool_call['function'] -%}\n {{- '<|tool_call>call:' + function['name'] + '{' -}}\n {%- if function['arguments'] is mapping -%}\n {%- set ns_args = namespace(found_first=false) -%}\n {%- for key, value in function['arguments'] | dictsort -%}\n {%- if ns_args.found_first %},{% endif -%}\n {%- set ns_args.found_first = true -%}\n {{- key -}}:{{- format_argument(value, escape_keys=False) -}}\n {%- endfor -%}\n {%- elif function['arguments'] is string -%}\n {{- function['arguments'] -}}\n {%- endif -%}\n {{- '}<tool_call|>' -}}\n {%- endfor -%}\n {%- set ns.prev_message_type = 'tool_call' -%}\n {%- endif -%}\n\n {%- if message['tool_responses'] -%}\n {#- Tool Response handling -#}\n {%- for tool_response in message['tool_responses'] -%}\n {{- '<|tool_response>' -}}\n {%- if tool_response['response'] is mapping -%}\n {{- 'response:' + tool_response['name'] | default('unknown') + '{' -}}\n {%- for key, value in tool_response['response'] | dictsort -%}\n {{- key -}}:{{- format_argument(value, escape_keys=False) -}}\n {%- if not loop.last %},{% endif -%}\n {%- endfor -%}\n {{- '}' -}}\n {%- else -%}\n {{- 'response:' + tool_response['name'] | default('unknown') + '{value:' + format_argument(tool_response['response'], escape_keys=False) + '}' -}}\n {%- endif -%}\n {{- '<tool_response|>' -}}\n {%- endfor -%}\n {%- set ns.prev_message_type = 'tool_response' -%}\n {%- endif -%}\n\n {%- if message['content'] is string -%}\n {%- if role == 'model' -%}\n {{- strip_thinking(message['content']) -}}\n {%- else -%}\n {{- message['content'] | trim -}}\n {%- endif -%}\n {%- elif message['content'] is sequence -%}\n {%- for item in message['content'] -%}\n {%- if item['type'] == 'text' -%}\n {%- if role == 'model' -%}\n {{- strip_thinking(item['text']) -}}\n {%- else -%}\n {{- item['text'] | trim -}}\n {%- endif -%}\n {%- elif item['type'] == 'image' -%}\n {{- '\\n\\n<|image|>\\n\\n' -}}\n {%- set ns.prev_message_type = 'image' -%}\n {%- elif item['type'] == 'audio' -%}\n {{- '<|audio|>' -}}\n {%- set ns.prev_message_type = 'audio' -%}\n {%- elif item['type'] == 'video' -%}\n {{- '\\n\\n<|video|>\\n\\n' -}}\n {%- set ns.prev_message_type = 'video' -%}\n {%- endif -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if not (message['tool_responses'] and not message['content']) -%}\n {{- '<turn|>\\n' -}}\n {%- endif -%}\n{%- endfor -%}\n\n{%- if add_generation_prompt -%}\n {%- if ns.prev_message_type != 'tool_response' -%}\n {{- '<|turn>model\\n' -}}\n {%- endif -%}\n {%- if enable_thinking | default(true) -%}\n {{- '<|channel>thought\\n' -}}\n {%- endif -%}\n{%- endif -%}"
96
  }
 
82
  }
83
  },
84
  "type": "object",
85
+ "x-regex": "(\\<\\|channel\\>thought\\n(?P<thinking>.*?)\\<channel\\|\\>)?(?P<tool_calls>\\<\\|tool_call\\>.*\\<tool_call\\|\\>)?(?P<content>(?:(?!\\<turn\\|\\>)(?!\\<\\|tool_response\\>).)+)?(?:\\<turn\\|\\>|\\<\\|tool_response\\>)?"
86
  },
87
  "soc_token": "<|channel>",
88
  "sot_token": "<|turn>",
 
92
  "think_token": "<|think|>",
93
  "tokenizer_class": "GemmaTokenizer",
94
  "unk_token": "<unk>",
95
+ "chat_template": "{%- macro format_parameters(properties, required) -%}\n {%- set standard_keys = ['description', 'type', 'properties', 'required', 'nullable'] -%}\n {%- set ns = namespace(found_first=false) -%}\n {%- for key, value in properties | dictsort -%}\n {%- set add_comma = false -%}\n {%- if key not in standard_keys -%}\n {%- if ns.found_first %},{% endif -%}\n {%- set ns.found_first = true -%}\n {{ key }}:{\n {%- if value['description'] -%}\n description:<|\"|>{{ value['description'] }}<|\"|>\n {%- set add_comma = true -%}\n {%- endif -%}\n {%- if value['type'] | upper == 'STRING' -%}\n {%- if value['enum'] -%}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n enum:{{ format_argument(value['enum']) }}\n {%- endif -%}\n {%- elif value['type'] | upper == 'ARRAY' -%}\n {%- if value['items'] is mapping and value['items'] -%}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n items:{\n {%- set ns_items = namespace(found_first=false) -%}\n {%- for item_key, item_value in value['items'] | dictsort -%}\n {%- if item_value is not none -%}\n {%- if ns_items.found_first %},{% endif -%}\n {%- set ns_items.found_first = true -%}\n {%- if item_key == 'properties' -%}\n properties:{\n {%- if item_value is mapping -%}\n {{- format_parameters(item_value, value['items']['required'] | default([])) -}}\n {%- endif -%}\n }\n {%- elif item_key == 'required' -%}\n required:[\n {%- for req_item in item_value -%}\n <|\"|>{{- req_item -}}<|\"|>\n {%- if not loop.last %},{% endif -%}\n {%- endfor -%}\n ]\n {%- elif item_key == 'type' -%}\n {%- if item_value is string -%}\n type:{{ format_argument(item_value | upper) }}\n {%- else -%}\n type:{{ format_argument(item_value | map('upper') | list) }}\n {%- endif -%}\n {%- else -%}\n {{ item_key }}:{{ format_argument(item_value) }}\n {%- endif -%}\n {%- endif -%}\n {%- endfor -%}\n }\n {%- endif -%}\n {%- endif -%}\n {%- if value['nullable'] %}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n nullable:true\n {%- endif -%}\n {%- if value['type'] | upper == 'OBJECT' -%}\n {%- if value['properties'] is defined and value['properties'] is mapping -%}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n properties:{\n {{- format_parameters(value['properties'], value['required'] | default([])) -}}\n }\n {%- elif value is mapping -%}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n properties:{\n {{- format_parameters(value, value['required'] | default([])) -}}\n }\n {%- endif -%}\n {%- if value['required'] -%}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n required:[\n {%- for item in value['required'] | default([]) -%}\n <|\"|>{{- item -}}<|\"|>\n {%- if not loop.last %},{% endif -%}\n {%- endfor -%}\n ]\n {%- endif -%}\n {%- endif -%}\n {%- if add_comma %},{%- else -%} {%- set add_comma = true -%} {% endif -%}\n type:<|\"|>{{ value['type'] | upper }}<|\"|>}\n {%- endif -%}\n {%- endfor -%}\n{%- endmacro -%}\n{%- macro format_function_declaration(tool_data) -%}\n declaration:{{- tool_data['function']['name'] -}}{description:<|\"|>{{- tool_data['function']['description'] -}}<|\"|>\n {%- set params = tool_data['function']['parameters'] -%}\n {%- if params -%}\n ,parameters:{\n {%- if params['properties'] -%}\n properties:{ {{- format_parameters(params['properties'], params['required']) -}} },\n {%- endif -%}\n {%- if params['required'] -%}\n required:[\n {%- for item in params['required'] -%}\n <|\"|>{{- item -}}<|\"|>\n {{- ',' if not loop.last -}}\n {%- endfor -%}\n ],\n {%- endif -%}\n {%- if params['type'] -%}\n type:<|\"|>{{- params['type'] | upper -}}<|\"|>}\n {%- endif -%}\n {%- endif -%}\n {%- if 'response' in tool_data['function'] -%}\n {%- set response_declaration = tool_data['function']['response'] -%}\n ,response:{\n {%- if response_declaration['description'] -%}\n description:<|\"|>{{- response_declaration['description'] -}}<|\"|>,\n {%- endif -%}\n {%- if response_declaration['type'] | upper == 'OBJECT' -%}\n type:<|\"|>{{- response_declaration['type'] | upper -}}<|\"|>}\n {%- endif -%}\n {%- endif -%}\n }\n{%- endmacro -%}\n{%- macro format_argument(argument, escape_keys=True) -%}\n {%- if argument is string -%}\n {{- '<|\"|>' + argument + '<|\"|>' -}}\n {%- elif argument is boolean -%}\n {{- 'true' if argument else 'false' -}}\n {%- elif argument is mapping -%}\n {{- '{' -}}\n {%- set ns = namespace(found_first=false) -%}\n {%- for key, value in argument | dictsort -%}\n {%- if ns.found_first %},{% endif -%}\n {%- set ns.found_first = true -%}\n {%- if escape_keys -%}\n {{- '<|\"|>' + key + '<|\"|>' -}}\n {%- else -%}\n {{- key -}}\n {%- endif -%}\n :{{- format_argument(value, escape_keys=escape_keys) -}}\n {%- endfor -%}\n {{- '}' -}}\n {%- elif argument is sequence -%}\n {{- '[' -}}\n {%- for item in argument -%}\n {{- format_argument(item, escape_keys=escape_keys) -}}\n {%- if not loop.last %},{% endif -%}\n {%- endfor -%}\n {{- ']' -}}\n {%- else -%}\n {{- argument -}}\n {%- endif -%}\n{%- endmacro -%}\n{%- macro strip_thinking(text) -%}\n {%- set ns = namespace(result='') -%}\n {%- for part in text.split('<channel|>') -%}\n {%- if '<|channel>' in part -%}\n {%- set ns.result = ns.result + part.split('<|channel>')[0] -%}\n {%- else -%}\n {%- set ns.result = ns.result + part -%}\n {%- endif -%}\n {%- endfor -%}\n {{- ns.result | trim -}}\n{%- endmacro -%}\n\n{%- macro format_tool_response_block(tool_name, response) -%}\n {{- '<|tool_response>' -}}\n {%- if response is mapping -%}\n {{- 'response:' + tool_name + '{' -}}\n {%- for key, value in response | dictsort -%}\n {{- key -}}:{{- format_argument(value, escape_keys=False) -}}\n {%- if not loop.last %},{% endif -%}\n {%- endfor -%}\n {{- '}' -}}\n {%- else -%}\n {{- 'response:' + tool_name + '{value:' + format_argument(response, escape_keys=False) + '}' -}}\n {%- endif -%}\n {{- '<tool_response|>' -}}\n{%- endmacro -%}\n\n{%- set ns = namespace(prev_message_type=None) -%}\n{%- set loop_messages = messages -%}\n{{- bos_token -}}\n{#- Handle System/Tool Definitions Block -#}\n{%- if enable_thinking | default(true) or tools or messages[0]['role'] in ['system', 'developer'] -%}\n {{- '<|turn>system\\n' -}}\n\n {#- Inject Thinking token at the very top of the FIRST system turn -#}\n {%- if enable_thinking | default(true) -%}\n {{- '<|think|>\\n' -}}\n {%- set ns.prev_message_type = 'think' -%}\n {%- endif -%}\n\n {%- if messages[0]['role'] in ['system', 'developer'] -%}\n {{- messages[0]['content'] | trim -}}\n {%- set loop_messages = messages[1:] -%}\n {%- endif -%}\n\n {%- if tools -%}\n {%- for tool in tools %}\n {{- '<|tool>' -}}\n {{- format_function_declaration(tool) | trim -}}\n {{- '<tool|>' -}}\n {%- endfor %}\n {%- set ns.prev_message_type = 'tool' -%}\n {%- endif -%}\n\n {{- '<turn|>\\n' -}}\n{%- endif %}\n\n{#- Pre-scan: find last user message index for reasoning guard -#}\n{%- set ns_turn = namespace(last_user_idx=-1) -%}\n{%- for i in range(loop_messages | length) -%}\n {%- if loop_messages[i]['role'] == 'user' -%}\n {%- set ns_turn.last_user_idx = i -%}\n {%- endif -%}\n{%- endfor -%}\n\n{#- Loop through messages -#}\n{%- for message in loop_messages -%}\n {%- if message['role'] != 'tool' -%}\n {%- set ns.prev_message_type = None -%}\n {%- set role = 'model' if message['role'] == 'assistant' else message['role'] -%}\n {#- Detect continuation: suppress duplicate <|turn>model when previous non-tool message was also assistant -#}\n {%- set prev_nt = namespace(role=None, found=false) -%}\n {%- if loop.index0 > 0 -%}\n {%- for j in range(loop.index0 - 1, -1, -1) -%}\n {%- if not prev_nt.found -%}\n {%- if loop_messages[j]['role'] != 'tool' -%}\n {%- set prev_nt.role = loop_messages[j]['role'] -%}\n {%- set prev_nt.found = true -%}\n {%- endif -%}\n {%- endif -%}\n {%- endfor -%}\n {%- endif -%}\n {%- set continue_same_model_turn = (role == 'model' and prev_nt.role == 'assistant') -%}\n {%- if not continue_same_model_turn -%}\n {{- '<|turn>' + role + '\\n' }}\n {%- endif -%}\n\n {#- Render reasoning/reasoning_content as thinking channel -#}\n {%- set thinking_text = message.get('reasoning') or message.get('reasoning_content') -%}\n {%- if thinking_text and loop.index0 > ns_turn.last_user_idx -%}\n {{- '<|channel>thought\\n' + thinking_text + '\\n<channel|>' -}}\n {%- endif -%}\n\n {%- if message['tool_calls'] -%}\n {%- for tool_call in message['tool_calls'] -%}\n {%- set function = tool_call['function'] -%}\n {{- '<|tool_call>call:' + function['name'] + '{' -}}\n {%- if function['arguments'] is mapping -%}\n {%- set ns_args = namespace(found_first=false) -%}\n {%- for key, value in function['arguments'] | dictsort -%}\n {%- if ns_args.found_first %},{% endif -%}\n {%- set ns_args.found_first = true -%}\n {{- key -}}:{{- format_argument(value, escape_keys=False) -}}\n {%- endfor -%}\n {%- elif function['arguments'] is string -%}\n {{- function['arguments'] -}}\n {%- endif -%}\n {{- '}<tool_call|>' -}}\n {%- endfor -%}\n {%- set ns.prev_message_type = 'tool_call' -%}\n {%- endif -%}\n\n {%- set ns_tr_out = namespace(flag=false) -%}\n {%- if message.get('tool_responses') -%}\n {#- Legacy: tool_responses embedded on the assistant message (Google/Gemma native) -#}\n {%- for tool_response in message['tool_responses'] -%}\n {{- format_tool_response_block(tool_response['name'] | default('unknown'), tool_response['response']) -}}\n {%- set ns_tr_out.flag = true -%}\n {%- set ns.prev_message_type = 'tool_response' -%}\n {%- endfor -%}\n {%- elif message.get('tool_calls') -%}\n {#- OpenAI Chat Completions: forward-scan consecutive role:tool messages -#}\n {%- set ns_tool_scan = namespace(stopped=false) -%}\n {%- for k in range(loop.index0 + 1, loop_messages | length) -%}\n {%- if ns_tool_scan.stopped -%}\n {%- elif loop_messages[k]['role'] != 'tool' -%}\n {%- set ns_tool_scan.stopped = true -%}\n {%- else -%}\n {%- set follow = loop_messages[k] -%}\n {#- Resolve tool_call_id to function name -#}\n {%- set ns_tname = namespace(name=follow.get('name') | default('unknown')) -%}\n {%- for tc in message['tool_calls'] -%}\n {%- if tc.get('id') == follow.get('tool_call_id') -%}\n {%- set ns_tname.name = tc['function']['name'] -%}\n {%- endif -%}\n {%- endfor -%}\n {#- Handle content as string or content-parts array -#}\n {%- set tool_body = follow.get('content') -%}\n {%- if tool_body is string -%}\n {{- format_tool_response_block(ns_tname.name, tool_body) -}}\n {%- elif tool_body is sequence and tool_body is not string -%}\n {%- set ns_txt = namespace(s='') -%}\n {%- for part in tool_body -%}\n {%- if part.get('type') == 'text' -%}\n {%- set ns_txt.s = ns_txt.s + (part.get('text') | default('')) -%}\n {%- endif -%}\n {%- endfor -%}\n {{- format_tool_response_block(ns_tname.name, ns_txt.s) -}}\n {%- else -%}\n {{- format_tool_response_block(ns_tname.name, tool_body) -}}\n {%- endif -%}\n {%- set ns_tr_out.flag = true -%}\n {%- set ns.prev_message_type = 'tool_response' -%}\n {%- endif -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if message['content'] is string -%}\n {%- if role == 'model' -%}\n {{- strip_thinking(message['content']) -}}\n {%- else -%}\n {{- message['content'] | trim -}}\n {%- endif -%}\n {%- elif message['content'] is sequence -%}\n {%- for item in message['content'] -%}\n {%- if item['type'] == 'text' -%}\n {%- if role == 'model' -%}\n {{- strip_thinking(item['text']) -}}\n {%- else -%}\n {{- item['text'] | trim -}}\n {%- endif -%}\n {%- elif item['type'] == 'image' -%}\n {{- '<|image|>' -}}\n {%- set ns.prev_message_type = 'image' -%}\n {%- elif item['type'] == 'audio' -%}\n {{- '<|audio|>' -}}\n {%- set ns.prev_message_type = 'audio' -%}\n {%- elif item['type'] == 'video' -%}\n {{- '<|video|>' -}}\n {%- set ns.prev_message_type = 'video' -%}\n {%- endif -%}\n {%- endfor -%}\n {%- endif -%}\n\n {%- if ns.prev_message_type == 'tool_call' and not ns_tr_out.flag -%}\n {{- '<|tool_response>' -}}\n {%- elif not (ns_tr_out.flag and not message.get('content')) -%}\n {{- '<turn|>\\n' -}}\n {%- endif -%}\n {%- endif -%}\n{%- endfor -%}\n\n{%- if add_generation_prompt -%}\n {%- if ns.prev_message_type != 'tool_response' and ns.prev_message_type != 'tool_call' -%}\n {{- '<|turn>model\\n' -}}\n {%- if enable_thinking | default(true) -%}\n {{- '<|channel>thought\\n<channel|>' -}}\n {%- endif -%}\n {%- endif -%}\n{%- endif -%}"
96
  }