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Luaudev-177M-Preview-inst

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Files changed (6) hide show
  1. chat_template.jinja +147 -0
  2. config.json +62 -0
  3. generation_config.json +14 -0
  4. model.safetensors +3 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +148 -0
chat_template.jinja ADDED
@@ -0,0 +1,147 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {{- '<|reasoning_effort>low<reasoning_effort|>\n' }}
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+ {%- if tools %}
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+ {{- '<|im_start|>system\n' }}
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+ {%- if messages[0].role == 'system' %}
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+ {{- messages[0].content + '\n\n' }}
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+ {%- endif %}
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+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
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+ {%- for tool in tools %}
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+ {{- "\n" }}
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+ {{- tool | tojson }}
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+ {%- endfor %}
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+ {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
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+ {%- else %}
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+ {%- if messages[0].role == 'system' %}
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+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- for message in messages %}
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+ {%- if message.content is string %}
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+ {%- set content = message.content %}
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+ {%- else %}
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+ {%- set content = '' %}
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+ {%- endif %}
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+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
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+ {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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+ {%- elif message.role == "assistant" %}
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+ {{- '<|im_start|>' + message.role + '\n' + content }}
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+ {%- if message.tool_calls %}
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+ {%- for tool_call in message.tool_calls %}
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+ {%- if (loop.first and content) or (not loop.first) %}
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+ {{- '\n' }}
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+ {%- endif %}
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+ {%- if tool_call.function %}
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+ {%- set tool_call = tool_call.function %}
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+ {%- endif %}
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+ {{- '<tool_call>\n{"name": "' }}
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+ {{- tool_call.name }}
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+ {{- '", "arguments": ' }}
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+ {%- if tool_call.arguments is string %}
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+ {{- tool_call.arguments }}
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+ {%- else %}
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+ {{- tool_call.arguments | tojson }}
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+ {%- endif %}
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+ {{- '}\n</tool_call>' }}
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+ {%- endfor %}
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+ {%- endif %}
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+ {{- '<|im_end|>\n' }}
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+ {%- elif message.role == "tool" %}
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+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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+ {{- '<|im_start|>user' }}
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+ {%- endif %}
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+ {{- '\n<tool_response>\n' }}
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+ {{- content }}
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+ {{- '\n</tool_response>' }}
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+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
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+ {{- '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- if add_generation_prompt %}
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+ {{- '<|im_start|>assistant\n' }}
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+ {%- endif %}{%- if tools %}
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+ {{- '<|im_start|>system\n' }}
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+ {%- if messages[0].role == 'system' %}
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+ {{- messages[0].content + '\n\n' }}
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+ {%- endif %}
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+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
68
+ {%- for tool in tools %}
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+ {{- "\n" }}
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+ {{- tool | tojson }}
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+ {%- endfor %}
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+ {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
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+ {%- else %}
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+ {%- if messages[0].role == 'system' %}
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+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
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+ {%- for message in messages[::-1] %}
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+ {%- set index = (messages|length - 1) - loop.index0 %}
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+ {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
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+ {%- set ns.multi_step_tool = false %}
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+ {%- set ns.last_query_index = index %}
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+ {%- endif %}
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+ {%- endfor %}
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+ {%- for message in messages %}
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+ {%- if message.content is string %}
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+ {%- set content = message.content %}
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+ {%- else %}
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+ {%- set content = '' %}
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+ {%- endif %}
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+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
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+ {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
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+ {%- elif message.role == "assistant" %}
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+ {%- set reasoning_content = '' %}
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+ {%- if message.reasoning_content is string %}
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+ {%- set reasoning_content = message.reasoning_content %}
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+ {%- else %}
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+ {%- if '<pinkthink|>' in content %}
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+ {%- set reasoning_content = content.split('<pinkthink|>')[0].rstrip('\n').split('<|pinkthink>')[-1].lstrip('\n') %}
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+ {%- set content = content.split('<pinkthink|>')[-1].lstrip('\n') %}
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+ {%- endif %}
103
+ {%- endif %}
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+ {%- if loop.index0 > ns.last_query_index %}
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+ {%- if loop.last or (not loop.last and reasoning_content) %}
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+ {{- '<|im_start|>' + message.role + '\n<|pinkthink>\n' + reasoning_content.strip('\n') + '\n<pinkthink|>\n\n' + content.lstrip('\n') }}
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+ {%- else %}
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+ {{- '<|im_start|>' + message.role + '\n' + content }}
109
+ {%- endif %}
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+ {%- else %}
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+ {{- '<|im_start|>' + message.role + '\n' + content }}
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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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+ {%- if (loop.first and content) or (not loop.first) %}
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+ {{- '\n' }}
117
+ {%- endif %}
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+ {%- if tool_call.function %}
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+ {%- set tool_call = tool_call.function %}
120
+ {%- endif %}
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+ {{- '<tool_call>\n{"name": "' }}
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+ {{- tool_call.name }}
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+ {{- '", "arguments": ' }}
124
+ {%- if tool_call.arguments is string %}
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+ {{- tool_call.arguments }}
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+ {%- else %}
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+ {{- tool_call.arguments | tojson }}
128
+ {%- endif %}
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+ {{- '}\n</tool_call>' }}
130
+ {%- endfor %}
131
+ {%- endif %}
132
+ {{- '<|im_end|>\n' }}
133
+ {%- elif message.role == "tool" %}
134
+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
135
+ {{- '<|im_start|>user' }}
136
+ {%- endif %}
137
+ {{- '\n<tool_response>\n' }}
138
+ {{- content }}
139
+ {{- '\n</tool_response>' }}
140
+ {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
141
+ {{- '<|im_end|>\n' }}
142
+ {%- endif %}
143
+ {%- endif %}
144
+ {%- endfor %}
145
+ {%- if add_generation_prompt %}
146
+ {{- '<|im_start|>assistant\n' }}
147
+ {%- endif %}
config.json ADDED
@@ -0,0 +1,62 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "Qwen3ForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "dtype": "bfloat16",
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+ "eos_token_id": 0,
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+ "head_dim": 64,
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+ "hidden_act": "silu",
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+ "hidden_size": 640,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 1920,
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+ "layer_types": [
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
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+ "full_attention",
40
+ "full_attention"
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+ ],
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+ "max_position_embeddings": 32768,
43
+ "max_window_layers": 25,
44
+ "model_name": "./outputs-luaudev-micro-177m/checkpoint-7000",
45
+ "model_type": "qwen3",
46
+ "num_attention_heads": 14,
47
+ "num_hidden_layers": 25,
48
+ "num_key_value_heads": 7,
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+ "pad_token_id": 13,
50
+ "rms_norm_eps": 1e-05,
51
+ "rope_parameters": {
52
+ "rope_theta": 1000000.0,
53
+ "rope_type": "default"
54
+ },
55
+ "sliding_window": null,
56
+ "tie_word_embeddings": true,
57
+ "transformers_version": "5.17.0",
58
+ "unsloth_version": "2026.8.22",
59
+ "use_cache": false,
60
+ "use_sliding_window": false,
61
+ "vocab_size": 65536
62
+ }
generation_config.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "bos_token_id": 1,
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+ "do_sample": false,
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+ "eos_token_id": [
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+ 0,
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+ 2
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+ ],
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+ "max_length": 32768,
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+ "max_new_tokens": 4096,
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+ "pad_token_id": 13,
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+ "temperature": 1.0,
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+ "top_p": 1.0,
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+ "transformers_version": "5.17.0"
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:75a6913915e40e09f36fb56a4f3c0437ccf2db7513caee8025bac9c2e327b10d
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+ size 354395552
tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
tokenizer_config.json ADDED
@@ -0,0 +1,148 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "backend": "tokenizers",
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+ "bos_token": "<|im_start|>",
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+ "eos_token": "<|endoftext|>",
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+ "extra_special_tokens": [
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+ "<|im_start|>",
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+ "<|im_end|>",
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+ "<|pinkthink>",
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+ "<pinkthink|>",
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+ "<|reasoning_effort>",
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+ "<reasoning_effort|>",
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+ "<tool_call>",
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+ "</tool_call>",
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+ "<tool_response>",
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+ "</tool_response>",
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+ "<tools>",
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+ "</tools>"
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+ ],
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+ "is_local": true,
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+ "local_files_only": false,
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+ "model_max_length": 1000000000000000019884624838656,
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+ "pad_token": "<|textpad|>",
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+ "padding_side": "right",
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+ "tokenizer_class": "TokenizersBackend",
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+ "unk_token": "<|unk|>",
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+ "added_tokens_decoder": {
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+ "0": {
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+ "content": "<|endoftext|>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "1": {
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+ "content": "<|im_start|>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "2": {
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+ "content": "<|im_end|>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "3": {
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+ "content": "<|pinkthink>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "4": {
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+ "content": "<pinkthink|>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "5": {
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+ "content": "<|reasoning_effort>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "6": {
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+ "content": "<reasoning_effort|>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "7": {
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+ "content": "<tool_call>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "8": {
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+ "content": "</tool_call>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "9": {
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+ "content": "<tool_response>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "10": {
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+ "content": "</tool_response>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "11": {
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+ "content": "<tools>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "12": {
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+ "content": "</tools>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "13": {
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+ "content": "<|textpad|>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ },
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+ "14": {
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+ "content": "<|unk|>",
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+ "single_word": false,
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+ "lstrip": false,
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+ "rstrip": false,
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+ "normalized": false,
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+ "special": true
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+ }
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+ }
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+ }