Add metadata files for fp32 export
Browse files- .gitattributes +1 -0
- LICENSE +201 -0
- README.md +41 -0
- added_tokens.json +32 -0
- chat_template.jinja +170 -0
- config.json +108 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- mlx_manifest.json +10 -0
- model.safetensors.index.json +727 -0
- special_tokens_map.json +31 -0
- tokenizer.json +3 -0
- tokenizer_config.json +271 -0
- vocab.json +0 -0
.gitattributes
CHANGED
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@@ -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
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README.md
ADDED
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---
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license: apache-2.0
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| 3 |
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library_name: mlx
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pipeline_tag: automatic-speech-recognition
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tags:
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| 6 |
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- mlx
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| 7 |
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- asr
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| 8 |
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- automatic-speech-recognition
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| 9 |
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- speech-recognition
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| 10 |
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- mimo
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base_model:
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- XiaomiMiMo/MiMo-V2.5-ASR
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language:
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- zh
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- en
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---
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# MiMo-V2.5-ASR-MLX-fp32
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Current variant: `fp32`
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MLX export of `XiaomiMiMo/MiMo-V2.5-ASR` with `XiaomiMiMo/MiMo-Audio-Tokenizer`.
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## Variants
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| 25 |
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| 26 |
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| Variant | Precision | Size | Local smoke time | Smoke result |
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| 27 |
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| --- | --- | ---: | ---: | --- |
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| 28 |
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| `MiMo-V2.5-ASR-MLX` | 4bit | 4.2 GB | 0.88 s | `Intention.` |
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| 29 |
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| `MiMo-V2.5-ASR-MLX-4bit` | 4bit | 4.2 GB | 0.88 s | `Intention.` |
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| 30 |
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| `MiMo-V2.5-ASR-MLX-8bit` | 8bit | 8.0 GB | 10.80 s | `Intention.` |
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| 31 |
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| `MiMo-V2.5-ASR-MLX-bf16` | bf16 | 15 GB | - | dense reference export |
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| 32 |
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| `MiMo-V2.5-ASR-MLX-fp32` | fp32 | 30 GB | - | dense reference export |
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| 33 |
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## Notes
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| 35 |
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| 36 |
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- Source model: `XiaomiMiMo/MiMo-V2.5-ASR`
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| 37 |
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- Tokenizer: `XiaomiMiMo/MiMo-Audio-Tokenizer`
|
| 38 |
+
- Conversion date: `2026-05-12`
|
| 39 |
+
- License: `Apache-2.0`
|
| 40 |
+
- Smoke test: `mlx-audio-swift` on `Tests/media/intention.wav`
|
| 41 |
+
- Recommended default: `MiMo-V2.5-ASR-MLX`
|
added_tokens.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
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|
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|
|
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|
|
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|
|
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|
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|
|
|
|
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|
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|
|
|
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|
|
|
|
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|
|
|
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|
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|
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|
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|
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|
|
|
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|
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|
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|
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|
|
|
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|
|
|
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|
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|
|
|
|
|
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|
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|
|
|
| 1 |
+
{
|
| 2 |
+
"</tool_call>": 151658,
|
| 3 |
+
"<tool_call>": 151657,
|
| 4 |
+
"<|Human|>": 151668,
|
| 5 |
+
"<|SpeechLM|>": 151669,
|
| 6 |
+
"<|box_end|>": 151649,
|
| 7 |
+
"<|box_start|>": 151648,
|
| 8 |
+
"<|empty|>": 151667,
|
| 9 |
+
"<|endoftext|>": 151643,
|
| 10 |
+
"<|eosp|>": 151666,
|
| 11 |
+
"<|eostm|>": 151671,
|
| 12 |
+
"<|eot|>": 151672,
|
| 13 |
+
"<|file_sep|>": 151664,
|
| 14 |
+
"<|fim_middle|>": 151660,
|
| 15 |
+
"<|fim_pad|>": 151662,
|
| 16 |
+
"<|fim_prefix|>": 151659,
|
| 17 |
+
"<|fim_suffix|>": 151661,
|
| 18 |
+
"<|im_end|>": 151645,
|
| 19 |
+
"<|im_start|>": 151644,
|
| 20 |
+
"<|image_pad|>": 151655,
|
| 21 |
+
"<|object_ref_end|>": 151647,
|
| 22 |
+
"<|object_ref_start|>": 151646,
|
| 23 |
+
"<|quad_end|>": 151651,
|
| 24 |
+
"<|quad_start|>": 151650,
|
| 25 |
+
"<|repo_name|>": 151663,
|
| 26 |
+
"<|sosp|>": 151665,
|
| 27 |
+
"<|sostm|>": 151670,
|
| 28 |
+
"<|video_pad|>": 151656,
|
| 29 |
+
"<|vision_end|>": 151653,
|
| 30 |
+
"<|vision_pad|>": 151654,
|
| 31 |
+
"<|vision_start|>": 151652
|
| 32 |
+
}
|
chat_template.jinja
ADDED
|
@@ -0,0 +1,170 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{%- if not add_generation_prompt is defined -%}
|
| 2 |
+
{%- set add_generation_prompt = false -%}
|
| 3 |
+
{%- endif -%}
|
| 4 |
+
{%- if not enable_thinking is defined -%}
|
| 5 |
+
{%- set enable_thinking = false -%}
|
| 6 |
+
{%- endif -%}
|
| 7 |
+
{%- if not keep_all_reasoning is defined -%}
|
| 8 |
+
{%- set keep_all_reasoning = false -%}
|
| 9 |
+
{%- endif -%}
|
| 10 |
+
{%- macro render_extra_keys(json_dict, handled_keys) -%}
|
| 11 |
+
{%- if json_dict is mapping %}
|
| 12 |
+
{%- for json_key in json_dict if json_key not in handled_keys %}
|
| 13 |
+
{%- if json_dict[json_key] is mapping or (json_dict[json_key] is sequence and json_dict[json_key] is not string) %}
|
| 14 |
+
{{- '\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | tojson | safe) ~ '</' ~ json_key ~ '>' }}
|
| 15 |
+
{%- else %}
|
| 16 |
+
{{-'\n<' ~ json_key ~ '>' ~ (json_dict[json_key] | string) ~ '</' ~ json_key ~ '>' }}
|
| 17 |
+
{%- endif %}
|
| 18 |
+
{%- endfor %}
|
| 19 |
+
{%- endif %}
|
| 20 |
+
{%- endmacro -%}
|
| 21 |
+
{%- macro render_content(message_content) -%}
|
| 22 |
+
{%- if message_content is string -%}
|
| 23 |
+
{{- message_content -}}
|
| 24 |
+
{%- else -%}
|
| 25 |
+
{%- for content in message_content -%}
|
| 26 |
+
{%- if content['type'] == 'image' or 'image' in content or 'image_url' in content -%}
|
| 27 |
+
{{- '<|vision_start|><|image_pad|><|vision_end|>' -}}
|
| 28 |
+
{%- elif content['type'] == 'audio' or 'audio' in content or 'audio_url' in content -%}
|
| 29 |
+
{{- '<|sosp|><|empty|><|eosp|>' -}}
|
| 30 |
+
{%- elif content['type'] == 'video' or 'video' in content or 'video_url' in content -%}
|
| 31 |
+
{{- '<|vision_start|><|video_pad|><|vision_end|>' -}}
|
| 32 |
+
{%- elif 'text' in content -%}
|
| 33 |
+
{{- content['text'] -}}
|
| 34 |
+
{%- endif -%}
|
| 35 |
+
{%- endfor -%}
|
| 36 |
+
{%- endif -%}
|
| 37 |
+
{%- endmacro -%}
|
| 38 |
+
{%- if messages[0]["role"] == "system" %}
|
| 39 |
+
{%- set system_message = messages[0]["content"] %}
|
| 40 |
+
{%- set loop_messages = messages[1:] %}
|
| 41 |
+
{%- else %}
|
| 42 |
+
{%- set loop_messages = messages %}
|
| 43 |
+
{%- endif %}
|
| 44 |
+
{%- set ns = namespace(last_user_index=-1, assistant_is_last=false) %}
|
| 45 |
+
{%- for m in loop_messages %}
|
| 46 |
+
{%- if m.role == 'user' %}
|
| 47 |
+
{%- set ns.last_user_index = loop.index0 -%}
|
| 48 |
+
{%- endif %}
|
| 49 |
+
{%- endfor %}
|
| 50 |
+
{%- if not tools is defined %}
|
| 51 |
+
{%- set tools = [] %}
|
| 52 |
+
{%- endif %}
|
| 53 |
+
{%- set has_system = false %}
|
| 54 |
+
{%- if system_message is defined %}
|
| 55 |
+
{{- "<|im_start|>system\n" + system_message }}
|
| 56 |
+
{%- set has_system = true %}
|
| 57 |
+
{%- endif %}
|
| 58 |
+
{%- if tools is iterable and tools | length > 0 %}
|
| 59 |
+
{%- if not has_system %}
|
| 60 |
+
{{- "<|im_start|>system\n" }}
|
| 61 |
+
{%- set has_system = true %}
|
| 62 |
+
{%- endif %}
|
| 63 |
+
{{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou have access to the following functions:\n\n" }}
|
| 64 |
+
{{- "<tools>" }}
|
| 65 |
+
{%- for tool in tools %}
|
| 66 |
+
{%- if tool.function is defined %}
|
| 67 |
+
{%- set tool = tool.function %}
|
| 68 |
+
{%- endif %}
|
| 69 |
+
{{- "\n<function>\n<name>" ~ tool.name ~ "</name>" }}
|
| 70 |
+
{%- if tool.description is defined %}
|
| 71 |
+
{{- '\n<description>' ~ (tool.description | trim) ~ '</description>' }}
|
| 72 |
+
{%- endif %}
|
| 73 |
+
{{- '\n<parameters>' }}
|
| 74 |
+
{%- if tool.parameters is defined and tool.parameters is mapping and tool.parameters.properties is defined and tool.parameters.properties is mapping %}
|
| 75 |
+
{%- for param_name, param_fields in tool.parameters.properties|items %}
|
| 76 |
+
{{- '\n<parameter>' }}
|
| 77 |
+
{{- '\n<name>' ~ param_name ~ '</name>' }}
|
| 78 |
+
{%- if param_fields.type is defined %}
|
| 79 |
+
{{- '\n<type>' ~ (param_fields.type | string) ~ '</type>' }}
|
| 80 |
+
{%- endif %}
|
| 81 |
+
{%- if param_fields.description is defined %}
|
| 82 |
+
{{- '\n<description>' ~ (param_fields.description | trim) ~ '</description>' }}
|
| 83 |
+
{%- endif %}
|
| 84 |
+
{%- set handled_keys = ['name', 'type', 'description'] %}
|
| 85 |
+
{{- render_extra_keys(param_fields, handled_keys) }}
|
| 86 |
+
{{- '\n</parameter>' }}
|
| 87 |
+
{%- endfor %}
|
| 88 |
+
{%- endif %}
|
| 89 |
+
{%- set handled_keys = ['type', 'properties'] %}
|
| 90 |
+
{{- render_extra_keys(tool.parameters, handled_keys) }}
|
| 91 |
+
{{- '\n</parameters>' }}
|
| 92 |
+
{%- set handled_keys = ['type', 'name', 'description', 'parameters'] %}
|
| 93 |
+
{{- render_extra_keys(tool, handled_keys) }}
|
| 94 |
+
{{- '\n</function>' }}
|
| 95 |
+
{%- endfor %}
|
| 96 |
+
{{- "\n</tools>" }}
|
| 97 |
+
{{- '\n\nFor each function call, output the function name and arguments in the following format:\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>value_1</parameter>\n<parameter=example_parameter_2>This is the value for the second parameter\nthat can span\nmultiple lines</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- DO NOT use function calls inside <think></think> tags.\n- The value enclosed between parameter tags is preserved exactly as-is, including newlines and spaces.\n</IMPORTANT>' }}
|
| 98 |
+
{%- endif %}
|
| 99 |
+
{%- if has_system %}
|
| 100 |
+
{{- '<|im_end|>\n' }}
|
| 101 |
+
{%- endif %}
|
| 102 |
+
{%- for message in loop_messages %}
|
| 103 |
+
{%- if message.content is string %}
|
| 104 |
+
{%- set content = message.content %}
|
| 105 |
+
{%- else %}
|
| 106 |
+
{%- set content = render_content(message.content) %}
|
| 107 |
+
{%- endif %}
|
| 108 |
+
{%- if message.role == "assistant" %}
|
| 109 |
+
{%- if message.reasoning_content is string %}
|
| 110 |
+
{%- set reasoning_content = message.reasoning_content %}
|
| 111 |
+
{%- else %}
|
| 112 |
+
{%- set reasoning_content = '' %}
|
| 113 |
+
{%- if '</think>' in content %}
|
| 114 |
+
{%- set reasoning_content = content.split('</think>')[0].split('<think>')[-1] %}
|
| 115 |
+
{%- set content = content.split('</think>')[-1] %}
|
| 116 |
+
{%- endif %}
|
| 117 |
+
{%- endif %}
|
| 118 |
+
{%- if (keep_all_reasoning or loop.index0 > ns.last_user_index) and reasoning_content -%}
|
| 119 |
+
{{- '<|im_start|>' + message.role + '\n<think>' + reasoning_content + '</think>' + content }}
|
| 120 |
+
{%- else %}
|
| 121 |
+
{{- '<|im_start|>' + message.role + '\n<think></think>' + content }}
|
| 122 |
+
{%- endif %}
|
| 123 |
+
{%- if message.tool_calls is defined and message.tool_calls is iterable and message.tool_calls | length > 0 %}
|
| 124 |
+
{%- for tool_call in message.tool_calls %}
|
| 125 |
+
{%- if tool_call.function is defined %}
|
| 126 |
+
{%- set tool_call = tool_call.function %}
|
| 127 |
+
{%- endif %}
|
| 128 |
+
{{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 129 |
+
{%- if tool_call.arguments is defined %}
|
| 130 |
+
{%- for args_name, args_value in tool_call.arguments|items %}
|
| 131 |
+
{{- '<parameter=' + args_name + '>' }}
|
| 132 |
+
{%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}
|
| 133 |
+
{{- args_value }}
|
| 134 |
+
{{- '</parameter>\n' }}
|
| 135 |
+
{%- endfor %}
|
| 136 |
+
{%- endif %}
|
| 137 |
+
{{- '</function>\n</tool_call>' }}
|
| 138 |
+
{%- endfor %}
|
| 139 |
+
{%- endif %}
|
| 140 |
+
{%- if loop.last %}
|
| 141 |
+
{%- set ns.assistant_is_last = true %}
|
| 142 |
+
{%- else %}
|
| 143 |
+
{{- '<|im_end|>\n' }}
|
| 144 |
+
{%- endif %}
|
| 145 |
+
{%- elif message.role == "user" %}
|
| 146 |
+
{{- '<|im_start|>' + message.role + '\n' + render_content(message.content) + '<|im_end|>\n' }}
|
| 147 |
+
{%- elif message.role == "system" %}
|
| 148 |
+
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>\n' }}
|
| 149 |
+
{%- elif message.role == "tool" %}
|
| 150 |
+
{%- if loop.previtem and loop.previtem.role != "tool" %}
|
| 151 |
+
{{- '<|im_start|>tool\n' }}
|
| 152 |
+
{%- endif %}
|
| 153 |
+
{{- '<tool_response>\n' }}
|
| 154 |
+
{{- render_content(message.content) }}
|
| 155 |
+
{{- '\n</tool_response>\n' }}
|
| 156 |
+
{%- if not loop.last and loop.nextitem.role != "tool" %}
|
| 157 |
+
{{- '<|im_end|>\n' }}
|
| 158 |
+
{%- elif loop.last %}
|
| 159 |
+
{{- '<|im_end|>\n' }}
|
| 160 |
+
{%- endif %}
|
| 161 |
+
{%- else %}
|
| 162 |
+
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>\n' }}
|
| 163 |
+
{%- endif %}
|
| 164 |
+
{%- endfor %}
|
| 165 |
+
{%- if add_generation_prompt and not ns.assistant_is_last %}
|
| 166 |
+
{{- '<|im_start|>assistant\n' }}
|
| 167 |
+
{%- if not enable_thinking -%}
|
| 168 |
+
{{- '<think>\n\n</think>\n' -}}
|
| 169 |
+
{%- endif -%}
|
| 170 |
+
{%- endif %}
|
config.json
ADDED
|
@@ -0,0 +1,108 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_input_local_transformer": true,
|
| 3 |
+
"add_speech_sosp_eosp": false,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"MiMoV2ASRForCausalLM"
|
| 6 |
+
],
|
| 7 |
+
"attention_bias": true,
|
| 8 |
+
"attention_dropout": 0.0,
|
| 9 |
+
"audio_channels": 8,
|
| 10 |
+
"delay_pattern": "0-1-2-3-4-5-6-7",
|
| 11 |
+
"dtype": "bfloat16",
|
| 12 |
+
"empty_loss_weight": 0.01,
|
| 13 |
+
"group_size": 4,
|
| 14 |
+
"head_dim": 128,
|
| 15 |
+
"hidden_act": "silu",
|
| 16 |
+
"hidden_size": 4096,
|
| 17 |
+
"initializer_range": 0.02,
|
| 18 |
+
"input_full_attention": true,
|
| 19 |
+
"input_local_dim": 1024,
|
| 20 |
+
"input_local_layers": 6,
|
| 21 |
+
"intermediate_size": 11008,
|
| 22 |
+
"layer_types": [
|
| 23 |
+
"full_attention",
|
| 24 |
+
"full_attention",
|
| 25 |
+
"full_attention",
|
| 26 |
+
"full_attention",
|
| 27 |
+
"full_attention",
|
| 28 |
+
"full_attention",
|
| 29 |
+
"full_attention",
|
| 30 |
+
"full_attention",
|
| 31 |
+
"full_attention",
|
| 32 |
+
"full_attention",
|
| 33 |
+
"full_attention",
|
| 34 |
+
"full_attention",
|
| 35 |
+
"full_attention",
|
| 36 |
+
"full_attention",
|
| 37 |
+
"full_attention",
|
| 38 |
+
"full_attention",
|
| 39 |
+
"full_attention",
|
| 40 |
+
"full_attention",
|
| 41 |
+
"full_attention",
|
| 42 |
+
"full_attention",
|
| 43 |
+
"full_attention",
|
| 44 |
+
"full_attention",
|
| 45 |
+
"full_attention",
|
| 46 |
+
"full_attention",
|
| 47 |
+
"full_attention",
|
| 48 |
+
"full_attention",
|
| 49 |
+
"full_attention",
|
| 50 |
+
"full_attention",
|
| 51 |
+
"full_attention",
|
| 52 |
+
"full_attention",
|
| 53 |
+
"full_attention",
|
| 54 |
+
"full_attention",
|
| 55 |
+
"full_attention",
|
| 56 |
+
"full_attention",
|
| 57 |
+
"full_attention",
|
| 58 |
+
"full_attention"
|
| 59 |
+
],
|
| 60 |
+
"local_attn_dropout": 0.1,
|
| 61 |
+
"local_attn_heads": 64,
|
| 62 |
+
"local_dim": 1024,
|
| 63 |
+
"local_ffn_dim": 4096,
|
| 64 |
+
"local_hidden_dropout": 0.1,
|
| 65 |
+
"local_layers": 16,
|
| 66 |
+
"local_rotary_base": 640000,
|
| 67 |
+
"max_position_embeddings": 8192,
|
| 68 |
+
"max_window_layers": 28,
|
| 69 |
+
"mlp_layers": 1,
|
| 70 |
+
"model_type": "qwen2",
|
| 71 |
+
"n_rvq": 20,
|
| 72 |
+
"no_speech_loss": false,
|
| 73 |
+
"no_text_loss": false,
|
| 74 |
+
"num_attention_heads": 32,
|
| 75 |
+
"num_hidden_layers": 36,
|
| 76 |
+
"num_key_value_heads": 8,
|
| 77 |
+
"rms_norm_eps": 1e-06,
|
| 78 |
+
"rope_scaling": null,
|
| 79 |
+
"rope_theta": 640000,
|
| 80 |
+
"sliding_window": null,
|
| 81 |
+
"speech_vocab_size": "1025-1025-129-129-129-129-129-129",
|
| 82 |
+
"speech_zeroemb_idx": "1024-1024-128-128-128-128-128-128",
|
| 83 |
+
"tie_word_embeddings": false,
|
| 84 |
+
"transformers_version": "4.57.1",
|
| 85 |
+
"use_cache": true,
|
| 86 |
+
"use_sliding_window": false,
|
| 87 |
+
"vocab_size": 151680,
|
| 88 |
+
"audio_config": {
|
| 89 |
+
"tokenizer_version": "v1",
|
| 90 |
+
"speech_vocab_size": "1025-1025-129-129-129-129-129-129",
|
| 91 |
+
"speech_zeroemb_idx": "1024-1024-128-128-128-128-128-128",
|
| 92 |
+
"group_size": 4,
|
| 93 |
+
"audio_channels": 8,
|
| 94 |
+
"input_local_layers": 6,
|
| 95 |
+
"input_local_dim": 1024,
|
| 96 |
+
"input_full_attention": true,
|
| 97 |
+
"input_local_attn_heads": 64,
|
| 98 |
+
"input_local_head_dim": 16,
|
| 99 |
+
"input_local_intermediate_size": 4096,
|
| 100 |
+
"input_local_hidden_dropout": 0.1,
|
| 101 |
+
"out_hidden_size": 4096,
|
| 102 |
+
"rope_theta": 640000,
|
| 103 |
+
"partial_rotary_factor": 1.0,
|
| 104 |
+
"projection_layers": 1,
|
| 105 |
+
"add_post_norm": true,
|
| 106 |
+
"audio_segment_size": 6000
|
| 107 |
+
}
|
| 108 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_sample": true,
|
| 3 |
+
"temperature": 0.6,
|
| 4 |
+
"top_k": -1,
|
| 5 |
+
"top_p": 0.95
|
| 6 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
mlx_manifest.json
ADDED
|
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"format": "mlx-compatible-safetensors",
|
| 3 |
+
"model": "MiMo-V2.5-ASR",
|
| 4 |
+
"precision": "float32",
|
| 5 |
+
"weight_pattern": "model-*.safetensors",
|
| 6 |
+
"index_file": "model.safetensors.index.json",
|
| 7 |
+
"config_file": "config.json",
|
| 8 |
+
"audio_tokenizer_dir": "../MiMo-Audio-Tokenizer",
|
| 9 |
+
"source_model_dir": "../MiMo-V2.5-ASR-official"
|
| 10 |
+
}
|
model.safetensors.index.json
ADDED
|
@@ -0,0 +1,727 @@
|
|
|
|
|
|
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|
|
|
|
|
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special_tokens_map.json
ADDED
|
@@ -0,0 +1,31 @@
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|
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|
| 1 |
+
{
|
| 2 |
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"additional_special_tokens": [
|
| 3 |
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"<|im_start|>",
|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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| 24 |
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| 25 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:d91a78cce6441fd6855038f6764fc5f811ae949d9b89f43ac326cddfe91c66db
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| 3 |
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size 11423383
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tokenizer_config.json
ADDED
|
@@ -0,0 +1,271 @@
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|
| 1 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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+
"content": "<|vision_end|>",
|
| 87 |
+
"lstrip": false,
|
| 88 |
+
"normalized": false,
|
| 89 |
+
"rstrip": false,
|
| 90 |
+
"single_word": false,
|
| 91 |
+
"special": true
|
| 92 |
+
},
|
| 93 |
+
"151654": {
|
| 94 |
+
"content": "<|vision_pad|>",
|
| 95 |
+
"lstrip": false,
|
| 96 |
+
"normalized": false,
|
| 97 |
+
"rstrip": false,
|
| 98 |
+
"single_word": false,
|
| 99 |
+
"special": true
|
| 100 |
+
},
|
| 101 |
+
"151655": {
|
| 102 |
+
"content": "<|image_pad|>",
|
| 103 |
+
"lstrip": false,
|
| 104 |
+
"normalized": false,
|
| 105 |
+
"rstrip": false,
|
| 106 |
+
"single_word": false,
|
| 107 |
+
"special": true
|
| 108 |
+
},
|
| 109 |
+
"151656": {
|
| 110 |
+
"content": "<|video_pad|>",
|
| 111 |
+
"lstrip": false,
|
| 112 |
+
"normalized": false,
|
| 113 |
+
"rstrip": false,
|
| 114 |
+
"single_word": false,
|
| 115 |
+
"special": true
|
| 116 |
+
},
|
| 117 |
+
"151657": {
|
| 118 |
+
"content": "<tool_call>",
|
| 119 |
+
"lstrip": false,
|
| 120 |
+
"normalized": false,
|
| 121 |
+
"rstrip": false,
|
| 122 |
+
"single_word": false,
|
| 123 |
+
"special": false
|
| 124 |
+
},
|
| 125 |
+
"151658": {
|
| 126 |
+
"content": "</tool_call>",
|
| 127 |
+
"lstrip": false,
|
| 128 |
+
"normalized": false,
|
| 129 |
+
"rstrip": false,
|
| 130 |
+
"single_word": false,
|
| 131 |
+
"special": false
|
| 132 |
+
},
|
| 133 |
+
"151659": {
|
| 134 |
+
"content": "<|fim_prefix|>",
|
| 135 |
+
"lstrip": false,
|
| 136 |
+
"normalized": false,
|
| 137 |
+
"rstrip": false,
|
| 138 |
+
"single_word": false,
|
| 139 |
+
"special": false
|
| 140 |
+
},
|
| 141 |
+
"151660": {
|
| 142 |
+
"content": "<|fim_middle|>",
|
| 143 |
+
"lstrip": false,
|
| 144 |
+
"normalized": false,
|
| 145 |
+
"rstrip": false,
|
| 146 |
+
"single_word": false,
|
| 147 |
+
"special": false
|
| 148 |
+
},
|
| 149 |
+
"151661": {
|
| 150 |
+
"content": "<|fim_suffix|>",
|
| 151 |
+
"lstrip": false,
|
| 152 |
+
"normalized": false,
|
| 153 |
+
"rstrip": false,
|
| 154 |
+
"single_word": false,
|
| 155 |
+
"special": false
|
| 156 |
+
},
|
| 157 |
+
"151662": {
|
| 158 |
+
"content": "<|fim_pad|>",
|
| 159 |
+
"lstrip": false,
|
| 160 |
+
"normalized": false,
|
| 161 |
+
"rstrip": false,
|
| 162 |
+
"single_word": false,
|
| 163 |
+
"special": false
|
| 164 |
+
},
|
| 165 |
+
"151663": {
|
| 166 |
+
"content": "<|repo_name|>",
|
| 167 |
+
"lstrip": false,
|
| 168 |
+
"normalized": false,
|
| 169 |
+
"rstrip": false,
|
| 170 |
+
"single_word": false,
|
| 171 |
+
"special": false
|
| 172 |
+
},
|
| 173 |
+
"151664": {
|
| 174 |
+
"content": "<|file_sep|>",
|
| 175 |
+
"lstrip": false,
|
| 176 |
+
"normalized": false,
|
| 177 |
+
"rstrip": false,
|
| 178 |
+
"single_word": false,
|
| 179 |
+
"special": false
|
| 180 |
+
},
|
| 181 |
+
"151665": {
|
| 182 |
+
"content": "<|sosp|>",
|
| 183 |
+
"lstrip": false,
|
| 184 |
+
"normalized": false,
|
| 185 |
+
"rstrip": false,
|
| 186 |
+
"single_word": false,
|
| 187 |
+
"special": true
|
| 188 |
+
},
|
| 189 |
+
"151666": {
|
| 190 |
+
"content": "<|eosp|>",
|
| 191 |
+
"lstrip": false,
|
| 192 |
+
"normalized": false,
|
| 193 |
+
"rstrip": false,
|
| 194 |
+
"single_word": false,
|
| 195 |
+
"special": true
|
| 196 |
+
},
|
| 197 |
+
"151667": {
|
| 198 |
+
"content": "<|empty|>",
|
| 199 |
+
"lstrip": false,
|
| 200 |
+
"normalized": false,
|
| 201 |
+
"rstrip": false,
|
| 202 |
+
"single_word": false,
|
| 203 |
+
"special": true
|
| 204 |
+
},
|
| 205 |
+
"151668": {
|
| 206 |
+
"content": "<|Human|>",
|
| 207 |
+
"lstrip": false,
|
| 208 |
+
"normalized": false,
|
| 209 |
+
"rstrip": false,
|
| 210 |
+
"single_word": false,
|
| 211 |
+
"special": true
|
| 212 |
+
},
|
| 213 |
+
"151669": {
|
| 214 |
+
"content": "<|SpeechLM|>",
|
| 215 |
+
"lstrip": false,
|
| 216 |
+
"normalized": false,
|
| 217 |
+
"rstrip": false,
|
| 218 |
+
"single_word": false,
|
| 219 |
+
"special": true
|
| 220 |
+
},
|
| 221 |
+
"151670": {
|
| 222 |
+
"content": "<|sostm|>",
|
| 223 |
+
"lstrip": false,
|
| 224 |
+
"normalized": false,
|
| 225 |
+
"rstrip": false,
|
| 226 |
+
"single_word": false,
|
| 227 |
+
"special": true
|
| 228 |
+
},
|
| 229 |
+
"151671": {
|
| 230 |
+
"content": "<|eostm|>",
|
| 231 |
+
"lstrip": false,
|
| 232 |
+
"normalized": false,
|
| 233 |
+
"rstrip": false,
|
| 234 |
+
"single_word": false,
|
| 235 |
+
"special": true
|
| 236 |
+
},
|
| 237 |
+
"151672": {
|
| 238 |
+
"content": "<|eot|>",
|
| 239 |
+
"lstrip": false,
|
| 240 |
+
"normalized": false,
|
| 241 |
+
"rstrip": false,
|
| 242 |
+
"single_word": false,
|
| 243 |
+
"special": true
|
| 244 |
+
}
|
| 245 |
+
},
|
| 246 |
+
"additional_special_tokens": [
|
| 247 |
+
"<|im_start|>",
|
| 248 |
+
"<|im_end|>",
|
| 249 |
+
"<|object_ref_start|>",
|
| 250 |
+
"<|object_ref_end|>",
|
| 251 |
+
"<|box_start|>",
|
| 252 |
+
"<|box_end|>",
|
| 253 |
+
"<|quad_start|>",
|
| 254 |
+
"<|quad_end|>",
|
| 255 |
+
"<|vision_start|>",
|
| 256 |
+
"<|vision_end|>",
|
| 257 |
+
"<|vision_pad|>",
|
| 258 |
+
"<|image_pad|>",
|
| 259 |
+
"<|video_pad|>"
|
| 260 |
+
],
|
| 261 |
+
"bos_token": null,
|
| 262 |
+
"clean_up_tokenization_spaces": false,
|
| 263 |
+
"eos_token": "<|im_end|>",
|
| 264 |
+
"errors": "replace",
|
| 265 |
+
"extra_special_tokens": {},
|
| 266 |
+
"model_max_length": 131072,
|
| 267 |
+
"pad_token": "<|endoftext|>",
|
| 268 |
+
"split_special_tokens": false,
|
| 269 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 270 |
+
"unk_token": null
|
| 271 |
+
}
|
vocab.json
ADDED
|
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|
|
|