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Upload GLM-5.3-oQ4e via oMLX

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  1. .gitattributes +1 -0
  2. README.md +18 -0
  3. chat_template.jinja +251 -0
  4. config.json +0 -0
  5. generation_config.json +12 -0
  6. model-00001-of-00079.safetensors +3 -0
  7. model-00002-of-00079.safetensors +3 -0
  8. model-00003-of-00079.safetensors +3 -0
  9. model-00004-of-00079.safetensors +3 -0
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  11. model-00006-of-00079.safetensors +3 -0
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  15. model-00010-of-00079.safetensors +3 -0
  16. model-00011-of-00079.safetensors +3 -0
  17. model-00012-of-00079.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
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ library_name: mlx
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+ tags:
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+ - mlx
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+ - oq
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+ - quantized
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+ ---
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+
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+ # GLM-5.3-oQ4e
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+
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+ This model was quantized using [oQ](https://github.com/jundot/omlx) (oMLX v0.6.4) mixed-precision quantization.
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+
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+ ## Quantization details
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+
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+ - **Model type**: glm_moe_dsa
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+ - **Bits**: 4
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+ - **Group size**: 64
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+ - **Format**: MLX safetensors
chat_template.jinja ADDED
@@ -0,0 +1,251 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [gMASK]<sop>
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+ {%- set effective_reasoning_effort = reasoning_effort if reasoning_effort is defined and reasoning_effort in ['low', 'high'] else 'max' -%}
3
+ {%- if effective_reasoning_effort is not none -%}<|system|>Reasoning Effort: {{ effective_reasoning_effort | capitalize }}{%- endif -%}
4
+ {%- set clear_thinking = clear_thinking if clear_thinking is defined else false -%}
5
+ {%- if tools -%}
6
+ {%- macro tool_to_json(tool) -%}
7
+ {%- set ns_tool = namespace(first=true) -%}
8
+ {{ '{' -}}
9
+ {%- for k, v in tool.items() -%}
10
+ {%- if k != 'defer_loading' and k != 'strict' -%}
11
+ {%- if not ns_tool.first -%}{{- ', ' -}}{%- endif -%}
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+ {%- set ns_tool.first = false -%}
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+ "{{ k }}": {{ v | tojson(ensure_ascii=False) }}
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+ {%- endif -%}
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+ {%- endfor -%}
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+ {{- '}' -}}
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+ {%- endmacro -%}
18
+ {%- macro tool_references_to_response(refs) -%}
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+ {{- '<tool_response><tools>\n' -}}
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+ {%- for tr in refs -%}
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+ {%- for tool in tools -%}
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+ {%- if 'function' in tool -%}
23
+ {%- set tool = tool['function'] -%}
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+ {%- endif -%}
25
+ {%- if tool.name == tr.name -%}
26
+ {{- tool_to_json(tool) + '\n' -}}
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+ {%- endif -%}
28
+ {%- endfor -%}
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+ {%- endfor -%}
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+ {{- '</tools></tool_response>' -}}
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+ {%- endmacro -%}
32
+ <|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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+
37
+ You are provided with function signatures within <tools></tools> XML tags:
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+ <tools>
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+ {% for tool in tools %}
40
+ {%- if 'function' in tool -%}
41
+ {%- set tool = tool['function'] -%}
42
+ {%- endif -%}
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+ {% if tool.defer_loading is not defined or not tool.defer_loading %}
44
+ {{ tool_to_json(tool) }}
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+ {% endif %}
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+ {% endfor %}
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+ </tools>
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+
49
+ For each function call, output the function name and arguments within the following XML format:
50
+ <tool_call>{function-name}<arg_key>{arg-key-1}</arg_key><arg_value>{arg-value-1}</arg_value><arg_key>{arg-key-2}</arg_key><arg_value>{arg-value-2}</arg_value>...</tool_call>{%- endif -%}
51
+ {%- macro visible_text(content) -%}
52
+ {%- if content is string -%}
53
+ {{- content }}
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+ {%- elif content is iterable and content is not mapping -%}
55
+ {%- for item in content -%}
56
+ {%- if item is mapping and item.type == 'text' -%}
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+ {{- item.text }}
58
+ {%- elif item is string -%}
59
+ {{- item }}
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+ {%- elif item is mapping and item.type in ['image', 'image_url', 'video', 'video_url', 'audio', 'audio_url', 'input_audio'] -%}
61
+ {%- set media_type = item.type | replace('_url', '') | replace('input_', '') -%}
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+ {{- "<reminder>You are unable to process this " ~ media_type ~ " because you don't have multi-modal input ability. Try different methods.</reminder>" }}
63
+ {%- endif -%}
64
+ {%- endfor -%}
65
+ {%- else -%}
66
+ {{- content }}
67
+ {%- endif -%}
68
+ {%- endmacro -%}
69
+ {%- macro tool_response(text) -%}
70
+ {{- '<tool_response>' + text + '</tool_response>' -}}
71
+ {%- endmacro -%}
72
+ {%- macro render_tool_response(m) -%}
73
+ {%- if m.content is string -%}
74
+ {{- tool_response(m.content) -}}
75
+ {%- elif m.content and m.content is not mapping and m.content.0.type == "tool_reference" -%}
76
+ {{- tool_references_to_response(m.content) -}}
77
+ {%- elif is_list_of_outputs(m) -%}
78
+ {%- for tr in m.content -%}
79
+ {%- if tr.output is iterable and tr.output is not string and tr.output is not mapping and tr.output and tr.output.0.type == "tool_reference" -%}
80
+ {{- tool_references_to_response(tr.output) -}}
81
+ {%- else -%}
82
+ {{- tool_response(visible_text(tr.output)) -}}
83
+ {%- endif -%}
84
+ {%- endfor -%}
85
+ {%- else -%}
86
+ {{- tool_response(visible_text(m.content)) -}}
87
+ {%- endif -%}
88
+ {%- endmacro -%}
89
+ {%- macro id_of(obj) -%}
90
+ {%- if obj.tool_call_id -%}
91
+ {{- obj.tool_call_id -}}
92
+ {%- elif obj.id -%}
93
+ {{- obj.id -}}
94
+ {%- endif -%}
95
+ {%- endmacro -%}
96
+ {%- macro is_list_of_outputs(m) -%}
97
+ {%- if m.content and m.content.0.output is defined -%}1{%- endif -%}
98
+ {%- endmacro -%}
99
+ {%- macro has_dup_tool_result_id(lo, hi, target) -%}
100
+ {%- set ns_cnt = namespace(n=0) -%}
101
+ {%- for k in range(lo, hi + 1) -%}
102
+ {%- set m = messages[k] -%}
103
+ {%- if is_list_of_outputs(m) -%}
104
+ {%- for entry in m.content -%}
105
+ {%- if id_of(entry) == target -%}
106
+ {%- set ns_cnt.n = ns_cnt.n + 1 -%}
107
+ {%- endif -%}
108
+ {%- endfor -%}
109
+ {%- elif id_of(m) == target -%}
110
+ {%- set ns_cnt.n = ns_cnt.n + 1 -%}
111
+ {%- endif -%}
112
+ {%- if ns_cnt.n > 1 -%}{%- break -%}{%- endif -%}
113
+ {%- endfor -%}
114
+ {%- if ns_cnt.n > 1 -%}1{%- endif -%}
115
+ {%- endmacro -%}
116
+ {%- macro tc_id_exists(tcs, target) -%}
117
+ {%- set ns_f = namespace(found=false) -%}
118
+ {%- for tc in tcs -%}
119
+ {%- if id_of(tc) == target -%}
120
+ {%- set ns_f.found = true -%}
121
+ {%- break -%}
122
+ {%- endif -%}
123
+ {%- endfor -%}
124
+ {%- if ns_f.found -%}1{%- endif -%}
125
+ {%- endmacro -%}
126
+ {%- set ns = namespace(last_user_index=-1) -%}
127
+ {%- for m in messages %}
128
+ {%- if m.role == 'user' %}
129
+ {%- set ns.last_user_index = loop.index0 -%}
130
+ {%- endif %}
131
+ {%- endfor %}
132
+ {%- for m in messages -%}
133
+ {%- if m.role == 'user' -%}<|user|>{{ visible_text(m.content) }}
134
+ {%- elif m.role == 'assistant' -%}
135
+ <|assistant|>
136
+ {%- set content = visible_text(m.content) %}
137
+ {%- if m.reasoning_content is string %}
138
+ {%- set reasoning_content = m.reasoning_content %}
139
+ {%- elif '</think>' in content %}
140
+ {%- set reasoning_content = content.split('</think>')[0].split('<think>')[-1] %}
141
+ {%- set content = content.split('</think>')[-1] %}
142
+ {%- endif %}
143
+ {%- if (not clear_thinking or loop.index0 > ns.last_user_index) and reasoning_content is defined -%}
144
+ {{ '<think>' + reasoning_content + '</think>'}}
145
+ {%- else -%}
146
+ {{ '<think></think>' }}
147
+ {%- endif -%}
148
+ {%- if content.strip() -%}
149
+ {{ content.strip() }}
150
+ {%- endif -%}
151
+ {% if m.tool_calls %}
152
+ {% for tc in m.tool_calls %}
153
+ {%- if tc.function %}
154
+ {%- set tc = tc.function %}
155
+ {%- endif %}
156
+ {{- '<tool_call>' + tc.name -}}
157
+ {% set _args = tc.arguments %}{% for k, v in _args.items() %}<arg_key>{{ k }}</arg_key><arg_value>{{ v | tojson(ensure_ascii=False) if v is not string else v }}</arg_value>{% endfor %}</tool_call>{% endfor %}
158
+ {% endif %}
159
+ {%- elif m.role == 'tool' -%}
160
+ {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
161
+ {{- '<|observation|>' -}}
162
+ {%- set block_start = loop.index0 -%}
163
+ {%- set ns_blk = namespace(end=block_start) -%}
164
+ {%- for j in range(block_start, messages|length) -%}
165
+ {%- if messages[j].role == 'tool' -%}
166
+ {%- set ns_blk.end = j -%}
167
+ {%- else -%}
168
+ {%- break -%}
169
+ {%- endif -%}
170
+ {%- endfor -%}
171
+ {%- set ns_a = namespace(tool_calls=none) -%}
172
+ {%- if block_start > 0 and messages[block_start - 1].role == 'assistant' and messages[block_start - 1].tool_calls -%}
173
+ {%- set ns_a.tool_calls = messages[block_start - 1].tool_calls -%}
174
+ {%- endif -%}
175
+ {%- set ns_chk = namespace(can_sort=true) -%}
176
+ {%- if not ns_a.tool_calls -%}
177
+ {%- set ns_chk.can_sort = false -%}
178
+ {%- else -%}
179
+ {%- for k in range(block_start, ns_blk.end + 1) -%}
180
+ {%- set m = messages[k] -%}
181
+ {%- if is_list_of_outputs(m) -%}
182
+ {%- for entry in m.content -%}
183
+ {%- set eid = id_of(entry) -%}
184
+ {%- if not eid -%}
185
+ {%- set ns_chk.can_sort = false -%}
186
+ {%- elif has_dup_tool_result_id(block_start, ns_blk.end, eid) -%}
187
+ {%- set ns_chk.can_sort = false -%}
188
+ {%- elif not tc_id_exists(ns_a.tool_calls, eid) -%}
189
+ {%- set ns_chk.can_sort = false -%}
190
+ {%- endif -%}
191
+ {%- endfor -%}
192
+ {%- else -%}
193
+ {%- set tk_id = id_of(m) -%}
194
+ {%- if not tk_id -%}
195
+ {%- set ns_chk.can_sort = false -%}
196
+ {%- elif has_dup_tool_result_id(block_start, ns_blk.end, tk_id) -%}
197
+ {%- set ns_chk.can_sort = false -%}
198
+ {%- elif not tc_id_exists(ns_a.tool_calls, tk_id) -%}
199
+ {%- set ns_chk.can_sort = false -%}
200
+ {%- endif -%}
201
+ {%- endif -%}
202
+ {%- endfor -%}
203
+ {%- for i in range(ns_a.tool_calls | length) -%}
204
+ {%- set tc_id = id_of(ns_a.tool_calls[i]) -%}
205
+ {%- if not tc_id -%}
206
+ {%- set ns_chk.can_sort = false -%}
207
+ {%- endif -%}
208
+ {%- for j in range(i + 1, ns_a.tool_calls | length) -%}
209
+ {%- if id_of(ns_a.tool_calls[j]) == tc_id -%}
210
+ {%- set ns_chk.can_sort = false -%}
211
+ {%- endif -%}
212
+ {%- endfor -%}
213
+ {%- endfor -%}
214
+ {%- endif -%}
215
+ {%- if ns_chk.can_sort -%}
216
+ {%- for tc in ns_a.tool_calls -%}
217
+ {%- set tc_id = id_of(tc) -%}
218
+ {%- for k in range(block_start, ns_blk.end + 1) -%}
219
+ {%- set m = messages[k] -%}
220
+ {%- if is_list_of_outputs(m) -%}
221
+ {%- for entry in m.content -%}
222
+ {%- set eid = id_of(entry) -%}
223
+ {%- if eid == tc_id -%}
224
+ {%- if entry.output is iterable and entry.output is not string and entry.output is not mapping and entry.output and entry.output.0.type == "tool_reference" -%}
225
+ {{- tool_references_to_response(entry.output) -}}
226
+ {%- else -%}
227
+ {{- tool_response(visible_text(entry.output)) -}}
228
+ {%- endif -%}
229
+ {%- endif -%}
230
+ {%- endfor -%}
231
+ {%- else -%}
232
+ {%- set tk_id = id_of(m) -%}
233
+ {%- if tk_id == tc_id -%}
234
+ {{- render_tool_response(m) -}}
235
+ {%- endif -%}
236
+ {%- endif -%}
237
+ {%- endfor -%}
238
+ {%- endfor -%}
239
+ {%- else -%}
240
+ {%- for k in range(block_start, ns_blk.end + 1) -%}
241
+ {{- render_tool_response(messages[k]) -}}
242
+ {%- endfor -%}
243
+ {%- endif -%}
244
+ {% endif -%}
245
+ {%- elif m.role == 'system' -%}
246
+ <|system|>{{ visible_text(m.content) }}
247
+ {%- endif -%}
248
+ {%- endfor -%}
249
+ {%- if add_generation_prompt -%}
250
+ <|assistant|>{{- '<think>' -}}
251
+ {%- endif -%}
config.json ADDED
The diff for this file is too large to render. See raw diff
 
generation_config.json ADDED
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+ "pad_token_id": 154820,
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+ "temperature": 1.0,
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+ "top_p": 0.95,
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+ "transformers_version": "5.12.0"
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+ }
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