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glm4_moe
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Files changed (50) hide show
  1. .gitattributes +1 -0
  2. Modelfile +13 -0
  3. chat_template.jinja +103 -0
  4. config.json +43 -0
  5. generation_config.json +10 -0
  6. model-00001-of-00043.safetensors +3 -0
  7. model-00002-of-00043.safetensors +3 -0
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.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
Modelfile ADDED
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+ # ollama modelfile auto-generated by llamafactory
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+
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+ FROM .
4
+
5
+ TEMPLATE """[gMASK]<sop>{{ if .System }}<|system|>
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+ {{ .System }}{{ end }}{{ range .Messages }}{{ if eq .Role "user" }}<|user|>
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+ {{ .Content }}<|assistant|>{{ else if eq .Role "assistant" }}
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+ {{ .Content }}{{ end }}{{ end }}"""
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+
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+ PARAMETER stop "<|user|>"
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+ PARAMETER stop "<|endoftext|>"
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+ PARAMETER stop "<|observation|>"
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+ PARAMETER num_ctx 4096
chat_template.jinja ADDED
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+ [gMASK]<sop>
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+ {%- if tools -%}
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+ <|system|>
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+ # Tools
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+
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+ You may call one or more functions to assist with the user query.
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+
8
+ You are provided with function signatures within <tools></tools> XML tags:
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+ <tools>
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+ {% for tool in tools %}
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+ {{ tool | tojson(ensure_ascii=False) }}
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+ {% endfor %}
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+ </tools>
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+
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+ For each function call, output the function name and arguments within the following XML format:
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+ <tool_call>{function-name}
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+ <arg_key>{arg-key-1}</arg_key>
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+ <arg_value>{arg-value-1}</arg_value>
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+ <arg_key>{arg-key-2}</arg_key>
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+ <arg_value>{arg-value-2}</arg_value>
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+ ...
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+ </tool_call>{%- endif -%}
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+ {%- macro visible_text(content) -%}
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+ {%- if content is string -%}
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+ {{- content }}
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+ {%- elif content is iterable and content is not mapping -%}
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+ {%- for item in content -%}
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+ {%- if item is mapping and item.type == 'text' -%}
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+ {{- item.text }}
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+ {%- elif item is string -%}
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+ {{- item }}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- else -%}
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+ {{- content }}
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+ {%- endif -%}
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+ {%- endmacro -%}
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+ {%- set ns = namespace(last_user_index=-1) %}
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+ {%- for m in messages %}
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+ {%- if m.role == 'user' %}
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+ {% set ns.last_user_index = loop.index0 -%}
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+ {%- endif %}
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+ {%- endfor %}
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+ {% for m in messages %}
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+ {%- if m.role == 'user' -%}<|user|>
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+ {{ visible_text(m.content) }}
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+ {{- '/nothink' if (enable_thinking is defined and not enable_thinking and not visible_text(m.content).endswith("/nothink")) else '' -}}
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+ {%- elif m.role == 'assistant' -%}
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+ <|assistant|>
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+ {%- set reasoning_content = '' %}
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+ {%- set content = visible_text(m.content) %}
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+ {%- if m.reasoning_content is string %}
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+ {%- set reasoning_content = m.reasoning_content %}
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+ {%- else %}
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+ {%- if '</think>' in content %}
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+ {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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+ {%- set content = content.split('</think>')[-1].lstrip('\n') %}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- if loop.index0 > ns.last_user_index and reasoning_content -%}
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+ {{ '\n<think>' + reasoning_content.strip() + '</think>'}}
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+ {%- else -%}
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+ {{ '\n<think></think>' }}
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+ {%- endif -%}
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+ {%- if content.strip() -%}
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+ {{ '\n' + content.strip() }}
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+ {%- endif -%}
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+ {% if m.tool_calls %}
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+ {% for tc in m.tool_calls %}
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+ {%- if tc.function %}
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+ {%- set tc = tc.function %}
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+ {%- endif %}
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+ {{ '\n<tool_call>' + tc.name }}
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+ {% set _args = tc.arguments %}
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+ {% for k, v in _args.items() %}
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+ <arg_key>{{ k }}</arg_key>
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+ <arg_value>{{ v | tojson(ensure_ascii=False) if v is not string else v }}</arg_value>
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+ {% endfor %}
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+ </tool_call>{% endfor %}
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+ {% endif %}
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+ {%- elif m.role == 'tool' -%}
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+ {%- if m.content is string -%}
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+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
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+ {{- '<|observation|>' }}
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+ {%- endif %}
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+ {{- '\n<tool_response>\n' }}
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+ {{- m.content }}
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+ {{- '\n</tool_response>' }}
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+ {%- else -%}
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+ <|observation|>{% for tr in m.content %}
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+
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+ <tool_response>
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+ {{ tr.output if tr.output is defined else tr }}
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+ </tool_response>{% endfor -%}
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+ {% endif -%}
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+ {%- elif m.role == 'system' -%}
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+ <|system|>
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+ {{ visible_text(m.content) }}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {%- if add_generation_prompt -%}
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+ <|assistant|>{{- '\n<think></think>' if (enable_thinking is defined and not enable_thinking) else '' -}}
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+ {%- endif -%}
config.json ADDED
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+ {
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+ "architectures": [
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+ "Glm4MoeForCausalLM"
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+ "initializer_range": 0.02,
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+ "intermediate_size": 10944,
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+ "max_position_embeddings": 131072,
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+ "model_type": "glm4_moe",
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+ "moe_intermediate_size": 1408,
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+ "n_group": 1,
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+ "n_routed_experts": 128,
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+ "n_shared_experts": 1,
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+ "norm_topk_prob": true,
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+ "num_attention_heads": 96,
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+ "num_experts_per_tok": 8,
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+ "num_hidden_layers": 46,
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+ "num_key_value_heads": 8,
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+ "num_nextn_predict_layers": 1,
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+ "partial_rotary_factor": 0.5,
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+ "rms_norm_eps": 1e-05,
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+ "rope_scaling": null,
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+ "rope_theta": 1000000,
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+ "routed_scaling_factor": 1.0,
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+ "tie_word_embeddings": false,
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+ "topk_group": 1,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.56.0.dev0",
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+ "use_cache": true,
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+ "use_qk_norm": false,
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+ "vocab_size": 151552
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+ }
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