remove GatherMM int8hu — superseded by gather_qmm sym8 (2.6x, same quality)
Browse files- gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/glm_4_7_flash_decode_int8hu_block32_sym.aimodel/main.hash +0 -1
- gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/glm_4_7_flash_decode_int8hu_block32_sym.aimodel/main.mlirb +0 -3
- gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/glm_4_7_flash_decode_int8hu_block32_sym.aimodel/metadata.json +0 -3
- gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/metadata.json +0 -28
- gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/tokenizer/chat_template.jinja +0 -86
- gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/tokenizer/special_tokens_map.json +0 -36
- gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/tokenizer/tokenizer.json +0 -3
- gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/tokenizer/tokenizer_config.json +0 -321
gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/glm_4_7_flash_decode_int8hu_block32_sym.aimodel/main.hash
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gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/glm_4_7_flash_decode_int8hu_block32_sym.aimodel/main.mlirb
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version https://git-lfs.github.com/spec/v1
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oid sha256:a1a5b3efc6aa5fd44308de63d7a4a0a75084165162d6a62982cbfe38e70731cb
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size 32119177151
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gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/glm_4_7_flash_decode_int8hu_block32_sym.aimodel/metadata.json
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{
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"assetVersion" : "2.0"
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}
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gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/metadata.json
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{
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"metadata_version": "0.2",
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"kind": "llm",
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"name": "glm_4_7_flash_decode_int8hu_block32_sym",
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"assets": {
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"main": "glm_4_7_flash_decode_int8hu_block32_sym.aimodel"
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},
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"language": {
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"tokenizer": "zai-org/GLM-4.7-Flash",
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"vocab_size": 154880,
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"max_context_length": 8192,
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"embedded_tokenizer": true,
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"function_map": {
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"main": [
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"main"
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]
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}
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},
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"source": {
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"model_definition": "torch",
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"hf_model_id": "zai-org/GLM-4.7-Flash"
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},
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"compression": null,
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"compilation": {
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"date": "2026-06-12T08:32:48.801132+00:00",
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"targets": []
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}
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}
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gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/tokenizer/chat_template.jinja
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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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You may call one or more functions to assist with the user query.
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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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For each function call, output the function name and arguments within the following XML format:
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<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 -%}
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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|>{{ visible_text(m.content) }}
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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 ((clear_thinking is defined and not clear_thinking) or loop.index0 > ns.last_user_index) and reasoning_content -%}
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{{ '<think>' + reasoning_content.strip() + '</think>'}}
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{%- else -%}
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{{ '</think>' }}
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{%- endif -%}
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{%- if content.strip() -%}
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{{ 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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{{- '<tool_call>' + tc.name -}}
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{% 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 %}
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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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{{- '<tool_response>' }}
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{{- m.content }}
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{{- '</tool_response>' }}
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{%- else -%}
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<|observation|>{% for tr in m.content %}
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<tool_response>{{ tr.output if tr.output is defined else tr }}</tool_response>{% endfor -%}
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{% endif -%}
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{%- elif m.role == 'system' -%}
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<|system|>{{ 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|>{{- '</think>' if (enable_thinking is defined and not enable_thinking) else '<think>' -}}
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{%- endif -%}
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gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/tokenizer/special_tokens_map.json
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{
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"additional_special_tokens": [
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"<|endoftext|>",
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"[MASK]",
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"[gMASK]",
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"[sMASK]",
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"<sop>",
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"<eop>",
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"<|system|>",
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"<|user|>",
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"<|assistant|>",
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"<|observation|>",
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"<|begin_of_image|>",
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"<|end_of_image|>",
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"<|begin_of_video|>",
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"<|end_of_video|>",
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"<|begin_of_audio|>",
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"<|end_of_audio|>",
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"<|begin_of_transcription|>",
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"<|end_of_transcription|>"
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],
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"eos_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/tokenizer/tokenizer.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:19e773648cb4e65de8660ea6365e10acca112d42a854923df93db4a6f333a82d
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size 20217442
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gpu-pipelined/glm_4_7_flash_decode_int8hu_block32_sym/tokenizer/tokenizer_config.json
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{
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"added_tokens_decoder": {
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"154820": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"154821": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"154822": {
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"content": "[gMASK]",
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"lstrip": false,
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"normalized": false,
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| 23 |
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"154823": {
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"content": "[sMASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"154824": {
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"content": "<sop>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"154825": {
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"content": "<eop>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"154826": {
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"content": "<|system|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"154827": {
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"content": "<|user|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"154828": {
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"content": "<|assistant|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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| 75 |
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"154829": {
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"content": "<|observation|>",
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| 77 |
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"lstrip": false,
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| 78 |
-
"normalized": false,
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| 79 |
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"rstrip": false,
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| 80 |
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"single_word": false,
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| 81 |
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"special": true
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| 82 |
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},
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| 83 |
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"154830": {
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| 84 |
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"content": "<|begin_of_image|>",
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| 85 |
-
"lstrip": false,
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| 86 |
-
"normalized": false,
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| 87 |
-
"rstrip": false,
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| 88 |
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"single_word": false,
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| 89 |
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"special": true
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-
},
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"154831": {
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"content": "<|end_of_image|>",
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"lstrip": false,
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-
"normalized": false,
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| 95 |
-
"rstrip": false,
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"single_word": false,
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| 97 |
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"special": true
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},
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"154832": {
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| 100 |
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"content": "<|begin_of_video|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"154833": {
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"content": "<|end_of_video|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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| 112 |
-
"single_word": false,
|
| 113 |
-
"special": true
|
| 114 |
-
},
|
| 115 |
-
"154834": {
|
| 116 |
-
"content": "<|begin_of_audio|>",
|
| 117 |
-
"lstrip": false,
|
| 118 |
-
"normalized": false,
|
| 119 |
-
"rstrip": false,
|
| 120 |
-
"single_word": false,
|
| 121 |
-
"special": true
|
| 122 |
-
},
|
| 123 |
-
"154835": {
|
| 124 |
-
"content": "<|end_of_audio|>",
|
| 125 |
-
"lstrip": false,
|
| 126 |
-
"normalized": false,
|
| 127 |
-
"rstrip": false,
|
| 128 |
-
"single_word": false,
|
| 129 |
-
"special": true
|
| 130 |
-
},
|
| 131 |
-
"154836": {
|
| 132 |
-
"content": "<|begin_of_transcription|>",
|
| 133 |
-
"lstrip": false,
|
| 134 |
-
"normalized": false,
|
| 135 |
-
"rstrip": false,
|
| 136 |
-
"single_word": false,
|
| 137 |
-
"special": true
|
| 138 |
-
},
|
| 139 |
-
"154837": {
|
| 140 |
-
"content": "<|end_of_transcription|>",
|
| 141 |
-
"lstrip": false,
|
| 142 |
-
"normalized": false,
|
| 143 |
-
"rstrip": false,
|
| 144 |
-
"single_word": false,
|
| 145 |
-
"special": true
|
| 146 |
-
},
|
| 147 |
-
"154838": {
|
| 148 |
-
"content": "<|code_prefix|>",
|
| 149 |
-
"lstrip": false,
|
| 150 |
-
"normalized": false,
|
| 151 |
-
"rstrip": false,
|
| 152 |
-
"single_word": false,
|
| 153 |
-
"special": false
|
| 154 |
-
},
|
| 155 |
-
"154839": {
|
| 156 |
-
"content": "<|code_middle|>",
|
| 157 |
-
"lstrip": false,
|
| 158 |
-
"normalized": false,
|
| 159 |
-
"rstrip": false,
|
| 160 |
-
"single_word": false,
|
| 161 |
-
"special": false
|
| 162 |
-
},
|
| 163 |
-
"154840": {
|
| 164 |
-
"content": "<|code_suffix|>",
|
| 165 |
-
"lstrip": false,
|
| 166 |
-
"normalized": false,
|
| 167 |
-
"rstrip": false,
|
| 168 |
-
"single_word": false,
|
| 169 |
-
"special": false
|
| 170 |
-
},
|
| 171 |
-
"154841": {
|
| 172 |
-
"content": "<think>",
|
| 173 |
-
"lstrip": false,
|
| 174 |
-
"normalized": false,
|
| 175 |
-
"rstrip": false,
|
| 176 |
-
"single_word": false,
|
| 177 |
-
"special": false
|
| 178 |
-
},
|
| 179 |
-
"154842": {
|
| 180 |
-
"content": "</think>",
|
| 181 |
-
"lstrip": false,
|
| 182 |
-
"normalized": false,
|
| 183 |
-
"rstrip": false,
|
| 184 |
-
"single_word": false,
|
| 185 |
-
"special": false
|
| 186 |
-
},
|
| 187 |
-
"154843": {
|
| 188 |
-
"content": "<tool_call>",
|
| 189 |
-
"lstrip": false,
|
| 190 |
-
"normalized": false,
|
| 191 |
-
"rstrip": false,
|
| 192 |
-
"single_word": false,
|
| 193 |
-
"special": false
|
| 194 |
-
},
|
| 195 |
-
"154844": {
|
| 196 |
-
"content": "</tool_call>",
|
| 197 |
-
"lstrip": false,
|
| 198 |
-
"normalized": false,
|
| 199 |
-
"rstrip": false,
|
| 200 |
-
"single_word": false,
|
| 201 |
-
"special": false
|
| 202 |
-
},
|
| 203 |
-
"154845": {
|
| 204 |
-
"content": "<tool_response>",
|
| 205 |
-
"lstrip": false,
|
| 206 |
-
"normalized": false,
|
| 207 |
-
"rstrip": false,
|
| 208 |
-
"single_word": false,
|
| 209 |
-
"special": false
|
| 210 |
-
},
|
| 211 |
-
"154846": {
|
| 212 |
-
"content": "</tool_response>",
|
| 213 |
-
"lstrip": false,
|
| 214 |
-
"normalized": false,
|
| 215 |
-
"rstrip": false,
|
| 216 |
-
"single_word": false,
|
| 217 |
-
"special": false
|
| 218 |
-
},
|
| 219 |
-
"154847": {
|
| 220 |
-
"content": "<arg_key>",
|
| 221 |
-
"lstrip": false,
|
| 222 |
-
"normalized": false,
|
| 223 |
-
"rstrip": false,
|
| 224 |
-
"single_word": false,
|
| 225 |
-
"special": false
|
| 226 |
-
},
|
| 227 |
-
"154848": {
|
| 228 |
-
"content": "</arg_key>",
|
| 229 |
-
"lstrip": false,
|
| 230 |
-
"normalized": false,
|
| 231 |
-
"rstrip": false,
|
| 232 |
-
"single_word": false,
|
| 233 |
-
"special": false
|
| 234 |
-
},
|
| 235 |
-
"154849": {
|
| 236 |
-
"content": "<arg_value>",
|
| 237 |
-
"lstrip": false,
|
| 238 |
-
"normalized": false,
|
| 239 |
-
"rstrip": false,
|
| 240 |
-
"single_word": false,
|
| 241 |
-
"special": false
|
| 242 |
-
},
|
| 243 |
-
"154850": {
|
| 244 |
-
"content": "</arg_value>",
|
| 245 |
-
"lstrip": false,
|
| 246 |
-
"normalized": false,
|
| 247 |
-
"rstrip": false,
|
| 248 |
-
"single_word": false,
|
| 249 |
-
"special": false
|
| 250 |
-
},
|
| 251 |
-
"154851": {
|
| 252 |
-
"content": "/nothink",
|
| 253 |
-
"lstrip": false,
|
| 254 |
-
"normalized": false,
|
| 255 |
-
"rstrip": false,
|
| 256 |
-
"single_word": false,
|
| 257 |
-
"special": false
|
| 258 |
-
},
|
| 259 |
-
"154852": {
|
| 260 |
-
"content": "<|begin_of_box|>",
|
| 261 |
-
"lstrip": false,
|
| 262 |
-
"normalized": false,
|
| 263 |
-
"rstrip": false,
|
| 264 |
-
"single_word": false,
|
| 265 |
-
"special": false
|
| 266 |
-
},
|
| 267 |
-
"154853": {
|
| 268 |
-
"content": "<|end_of_box|>",
|
| 269 |
-
"lstrip": false,
|
| 270 |
-
"normalized": false,
|
| 271 |
-
"rstrip": false,
|
| 272 |
-
"single_word": false,
|
| 273 |
-
"special": false
|
| 274 |
-
},
|
| 275 |
-
"154854": {
|
| 276 |
-
"content": "<|image|>",
|
| 277 |
-
"lstrip": false,
|
| 278 |
-
"normalized": false,
|
| 279 |
-
"rstrip": false,
|
| 280 |
-
"single_word": false,
|
| 281 |
-
"special": false
|
| 282 |
-
},
|
| 283 |
-
"154855": {
|
| 284 |
-
"content": "<|video|>",
|
| 285 |
-
"lstrip": false,
|
| 286 |
-
"normalized": false,
|
| 287 |
-
"rstrip": false,
|
| 288 |
-
"single_word": false,
|
| 289 |
-
"special": false
|
| 290 |
-
}
|
| 291 |
-
},
|
| 292 |
-
"additional_special_tokens": [
|
| 293 |
-
"<|endoftext|>",
|
| 294 |
-
"[MASK]",
|
| 295 |
-
"[gMASK]",
|
| 296 |
-
"[sMASK]",
|
| 297 |
-
"<sop>",
|
| 298 |
-
"<eop>",
|
| 299 |
-
"<|system|>",
|
| 300 |
-
"<|user|>",
|
| 301 |
-
"<|assistant|>",
|
| 302 |
-
"<|observation|>",
|
| 303 |
-
"<|begin_of_image|>",
|
| 304 |
-
"<|end_of_image|>",
|
| 305 |
-
"<|begin_of_video|>",
|
| 306 |
-
"<|end_of_video|>",
|
| 307 |
-
"<|begin_of_audio|>",
|
| 308 |
-
"<|end_of_audio|>",
|
| 309 |
-
"<|begin_of_transcription|>",
|
| 310 |
-
"<|end_of_transcription|>"
|
| 311 |
-
],
|
| 312 |
-
"clean_up_tokenization_spaces": false,
|
| 313 |
-
"do_lower_case": false,
|
| 314 |
-
"eos_token": "<|endoftext|>",
|
| 315 |
-
"extra_special_tokens": {},
|
| 316 |
-
"model_max_length": 128000,
|
| 317 |
-
"pad_token": "<|endoftext|>",
|
| 318 |
-
"padding_side": "left",
|
| 319 |
-
"remove_space": false,
|
| 320 |
-
"tokenizer_class": "PreTrainedTokenizerFast"
|
| 321 |
-
}
|
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