Remove qwen3.5-2b-gpu
Browse files- qwen3.5-2b-gpu/LICENSE +0 -202
- qwen3.5-2b-gpu/ios-h17p/metadata.json +0 -30
- qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist +0 -1410
- qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/original_model_0.mpsgraph +0 -3
- qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/reflection.fb +0 -0
- qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/resources.bin +0 -3
- qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p.mlirb +0 -0
- qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main.hash +0 -1
- qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/metadata.json +0 -6
- qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/stats.json +0 -1
- qwen3.5-2b-gpu/ios-h17p/tokenizer/added_tokens.json +0 -35
- qwen3.5-2b-gpu/ios-h17p/tokenizer/chat_template.jinja +0 -154
- qwen3.5-2b-gpu/ios-h17p/tokenizer/merges.txt +0 -0
- qwen3.5-2b-gpu/ios-h17p/tokenizer/special_tokens_map.json +0 -38
- qwen3.5-2b-gpu/ios-h17p/tokenizer/tokenizer.json +0 -3
- qwen3.5-2b-gpu/ios-h17p/tokenizer/tokenizer_config.json +0 -311
- qwen3.5-2b-gpu/ios-h17p/tokenizer/vocab.json +0 -0
- qwen3.5-2b-gpu/ios-h18p/metadata.json +0 -30
- qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist +0 -1410
- qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/original_model_0.mpsgraph +0 -3
- qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/reflection.fb +0 -0
- qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/resources.bin +0 -3
- qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p.mlirb +0 -0
- qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main.hash +0 -1
- qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/metadata.json +0 -6
- qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/stats.json +0 -1
- qwen3.5-2b-gpu/ios-h18p/tokenizer/added_tokens.json +0 -35
- qwen3.5-2b-gpu/ios-h18p/tokenizer/chat_template.jinja +0 -154
- qwen3.5-2b-gpu/ios-h18p/tokenizer/merges.txt +0 -0
- qwen3.5-2b-gpu/ios-h18p/tokenizer/special_tokens_map.json +0 -38
- qwen3.5-2b-gpu/ios-h18p/tokenizer/tokenizer.json +0 -3
- qwen3.5-2b-gpu/ios-h18p/tokenizer/tokenizer_config.json +0 -311
- qwen3.5-2b-gpu/ios-h18p/tokenizer/vocab.json +0 -0
qwen3.5-2b-gpu/LICENSE
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qwen3.5-2b-gpu/ios-h17p/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": "qwen3_5_2b_decode_int8hu_block32_sym",
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"assets": {
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"main": "qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc"
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},
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"language": {
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"tokenizer": "Qwen/Qwen3.5-2B",
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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": "Qwen/Qwen3.5-2B"
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},
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"compression": null,
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"compilation": {
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"date": "2026-07-11T00:11:26.401347+00:00",
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"targets": [
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"h17p (coreai-build compile --platform iOS --min-deployment-version 27.0 --preferred-compute gpu)"
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]
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}
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}
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qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist
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<key>Package Version</key>
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<key>Adapters by rank</key>
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qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/original_model_0.mpsgraph
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:7599dd9dc0483bcff25fd22383b9f82dd42723f7aecae380eea533406b0e3e19
|
| 3 |
-
size 620660
|
|
|
|
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|
qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/reflection.fb
DELETED
|
Binary file (560 Bytes)
|
|
|
qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/resources.bin
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:1f915b426d86b3228a33f0aefe5d47d02c2f879804a61e8b3c3fa980aa2a7b00
|
| 3 |
-
size 3017068876
|
|
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|
qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main-h17p.mlirb
DELETED
|
Binary file (3.09 kB)
|
|
|
qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/main.hash
DELETED
|
@@ -1 +0,0 @@
|
|
| 1 |
-
6G|P�:Hh�B�
|
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|
qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/metadata.json
DELETED
|
@@ -1,6 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"assetVersion" : "2.0",
|
| 3 |
-
"sourceHash" : "5C2D8E76DE64D29ED7AAD37CDF1A8DBF7A83A18F9839C91AA5C2E944EDFE0728",
|
| 4 |
-
"creationDate" : "20261007T202638Z",
|
| 5 |
-
"producer" : "coreai-build-3600.83.1"
|
| 6 |
-
}
|
|
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|
qwen3.5-2b-gpu/ios-h17p/qwen3_5_2b_decode_int8hu_block32_sym.h17p.aimodelc/stats.json
DELETED
|
@@ -1 +0,0 @@
|
|
| 1 |
-
{"operationDistribution":[{"count":3501,"name":"constant"},{"name":"reshape","count":897},{"count":536,"name":"broadcast_in_dims"},{"count":361,"name":"mul"},{"count":357,"name":"broadcasting_mul"},{"name":"add","count":316},{"name":"slice","count":311},{"name":"cast","count":257},{"count":239,"name":"broadcasting_add"},{"count":238,"name":"concat"},{"name":"broadcast_to","count":191},{"name":"batch_matmul","count":189},{"count":189,"name":"broadcasting_batch_matmul"},{"name":"transpose","count":188},{"count":187,"name":"blockwise_shift_scale"},{"count":121,"name":"exp"},{"count":104,"name":"broadcasting_sub"},{"count":104,"name":"sub"},{"count":89,"name":"broadcasting_divide"},{"name":"divide","count":89},{"name":"invoke","count":85},{"count":81,"name":"reduce"},{"name":"reduce_sum","count":77},{"count":60,"name":"silu"},{"name":"read_handle","count":50},{"name":"slice_update","count":48},{"name":"write_handle","count":48},{"name":"rsqrt","count":40},{"name":"sigmoid","count":24},{"name":"split","count":24},{"name":"broadcasting_greater","count":19},{"count":19,"name":"greater"},{"count":18,"name":"broadcasting_where"},{"name":"conv2d","count":18},{"count":18,"name":"log"},{"count":18,"name":"where"},{"name":"get_shape","count":17},{"name":"shrink_dims","count":12},{"name":"broadcast_shapes","count":9},{"count":5,"name":"gather_nd"},{"name":"reduce_mean","count":4},{"name":"reduce_product","count":4},{"name":"expand_dims","count":2},{"count":2,"name":"gather_along_axis"},{"count":2,"name":"not"},{"count":2,"name":"range"},{"name":"cos","count":1},{"count":1,"name":"create_token"},{"name":"sin","count":1},{"name":"softmax","count":1}],"storageTypes":[{"name":"Int8","count":1897168896},{"count":568187141,"name":"Float16"},{"name":"Float32","count":104037},{"count":524,"name":"Int32"},{"name":"UInt32","count":115},{"name":"UInt64","count":1}],"computeTypes":["Bool","Float16","Float32","Int32","Int8","UInt32","UInt64"]}
|
|
|
|
|
|
qwen3.5-2b-gpu/ios-h17p/tokenizer/added_tokens.json
DELETED
|
@@ -1,35 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"</think>": 248069,
|
| 3 |
-
"</tool_call>": 248059,
|
| 4 |
-
"</tool_response>": 248067,
|
| 5 |
-
"<think>": 248068,
|
| 6 |
-
"<tool_call>": 248058,
|
| 7 |
-
"<tool_response>": 248066,
|
| 8 |
-
"<tts_pad>": 248072,
|
| 9 |
-
"<tts_text_bos>": 248073,
|
| 10 |
-
"<tts_text_bos_single>": 248075,
|
| 11 |
-
"<tts_text_eod>": 248074,
|
| 12 |
-
"<|audio_end|>": 248071,
|
| 13 |
-
"<|audio_pad|>": 248076,
|
| 14 |
-
"<|audio_start|>": 248070,
|
| 15 |
-
"<|box_end|>": 248050,
|
| 16 |
-
"<|box_start|>": 248049,
|
| 17 |
-
"<|endoftext|>": 248044,
|
| 18 |
-
"<|file_sep|>": 248065,
|
| 19 |
-
"<|fim_middle|>": 248061,
|
| 20 |
-
"<|fim_pad|>": 248063,
|
| 21 |
-
"<|fim_prefix|>": 248060,
|
| 22 |
-
"<|fim_suffix|>": 248062,
|
| 23 |
-
"<|im_end|>": 248046,
|
| 24 |
-
"<|im_start|>": 248045,
|
| 25 |
-
"<|image_pad|>": 248056,
|
| 26 |
-
"<|object_ref_end|>": 248048,
|
| 27 |
-
"<|object_ref_start|>": 248047,
|
| 28 |
-
"<|quad_end|>": 248052,
|
| 29 |
-
"<|quad_start|>": 248051,
|
| 30 |
-
"<|repo_name|>": 248064,
|
| 31 |
-
"<|video_pad|>": 248057,
|
| 32 |
-
"<|vision_end|>": 248054,
|
| 33 |
-
"<|vision_pad|>": 248055,
|
| 34 |
-
"<|vision_start|>": 248053
|
| 35 |
-
}
|
|
|
|
|
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|
qwen3.5-2b-gpu/ios-h17p/tokenizer/chat_template.jinja
DELETED
|
@@ -1,154 +0,0 @@
|
|
| 1 |
-
{%- set image_count = namespace(value=0) %}
|
| 2 |
-
{%- set video_count = namespace(value=0) %}
|
| 3 |
-
{%- macro render_content(content, do_vision_count, is_system_content=false) %}
|
| 4 |
-
{%- if content is string %}
|
| 5 |
-
{{- content }}
|
| 6 |
-
{%- elif content is iterable and content is not mapping %}
|
| 7 |
-
{%- for item in content %}
|
| 8 |
-
{%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
|
| 9 |
-
{%- if is_system_content %}
|
| 10 |
-
{{- raise_exception('System message cannot contain images.') }}
|
| 11 |
-
{%- endif %}
|
| 12 |
-
{%- if do_vision_count %}
|
| 13 |
-
{%- set image_count.value = image_count.value + 1 %}
|
| 14 |
-
{%- endif %}
|
| 15 |
-
{%- if add_vision_id %}
|
| 16 |
-
{{- 'Picture ' ~ image_count.value ~ ': ' }}
|
| 17 |
-
{%- endif %}
|
| 18 |
-
{{- '<|vision_start|><|image_pad|><|vision_end|>' }}
|
| 19 |
-
{%- elif 'video' in item or item.type == 'video' %}
|
| 20 |
-
{%- if is_system_content %}
|
| 21 |
-
{{- raise_exception('System message cannot contain videos.') }}
|
| 22 |
-
{%- endif %}
|
| 23 |
-
{%- if do_vision_count %}
|
| 24 |
-
{%- set video_count.value = video_count.value + 1 %}
|
| 25 |
-
{%- endif %}
|
| 26 |
-
{%- if add_vision_id %}
|
| 27 |
-
{{- 'Video ' ~ video_count.value ~ ': ' }}
|
| 28 |
-
{%- endif %}
|
| 29 |
-
{{- '<|vision_start|><|video_pad|><|vision_end|>' }}
|
| 30 |
-
{%- elif 'text' in item %}
|
| 31 |
-
{{- item.text }}
|
| 32 |
-
{%- else %}
|
| 33 |
-
{{- raise_exception('Unexpected item type in content.') }}
|
| 34 |
-
{%- endif %}
|
| 35 |
-
{%- endfor %}
|
| 36 |
-
{%- elif content is none or content is undefined %}
|
| 37 |
-
{{- '' }}
|
| 38 |
-
{%- else %}
|
| 39 |
-
{{- raise_exception('Unexpected content type.') }}
|
| 40 |
-
{%- endif %}
|
| 41 |
-
{%- endmacro %}
|
| 42 |
-
{%- if not messages %}
|
| 43 |
-
{{- raise_exception('No messages provided.') }}
|
| 44 |
-
{%- endif %}
|
| 45 |
-
{%- if tools and tools is iterable and tools is not mapping %}
|
| 46 |
-
{{- '<|im_start|>system\n' }}
|
| 47 |
-
{{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
|
| 48 |
-
{%- for tool in tools %}
|
| 49 |
-
{{- "\n" }}
|
| 50 |
-
{{- tool | tojson }}
|
| 51 |
-
{%- endfor %}
|
| 52 |
-
{{- "\n</tools>" }}
|
| 53 |
-
{{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
|
| 54 |
-
{%- if messages[0].role == 'system' %}
|
| 55 |
-
{%- set content = render_content(messages[0].content, false, true)|trim %}
|
| 56 |
-
{%- if content %}
|
| 57 |
-
{{- '\n\n' + content }}
|
| 58 |
-
{%- endif %}
|
| 59 |
-
{%- endif %}
|
| 60 |
-
{{- '<|im_end|>\n' }}
|
| 61 |
-
{%- else %}
|
| 62 |
-
{%- if messages[0].role == 'system' %}
|
| 63 |
-
{%- set content = render_content(messages[0].content, false, true)|trim %}
|
| 64 |
-
{{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}
|
| 65 |
-
{%- endif %}
|
| 66 |
-
{%- endif %}
|
| 67 |
-
{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
|
| 68 |
-
{%- for message in messages[::-1] %}
|
| 69 |
-
{%- set index = (messages|length - 1) - loop.index0 %}
|
| 70 |
-
{%- if ns.multi_step_tool and message.role == "user" %}
|
| 71 |
-
{%- set content = render_content(message.content, false)|trim %}
|
| 72 |
-
{%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
|
| 73 |
-
{%- set ns.multi_step_tool = false %}
|
| 74 |
-
{%- set ns.last_query_index = index %}
|
| 75 |
-
{%- endif %}
|
| 76 |
-
{%- endif %}
|
| 77 |
-
{%- endfor %}
|
| 78 |
-
{%- if ns.multi_step_tool %}
|
| 79 |
-
{{- raise_exception('No user query found in messages.') }}
|
| 80 |
-
{%- endif %}
|
| 81 |
-
{%- for message in messages %}
|
| 82 |
-
{%- set content = render_content(message.content, true)|trim %}
|
| 83 |
-
{%- if message.role == "system" %}
|
| 84 |
-
{%- if not loop.first %}
|
| 85 |
-
{{- raise_exception('System message must be at the beginning.') }}
|
| 86 |
-
{%- endif %}
|
| 87 |
-
{%- elif message.role == "user" %}
|
| 88 |
-
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 89 |
-
{%- elif message.role == "assistant" %}
|
| 90 |
-
{%- set reasoning_content = '' %}
|
| 91 |
-
{%- if message.reasoning_content is string %}
|
| 92 |
-
{%- set reasoning_content = message.reasoning_content %}
|
| 93 |
-
{%- else %}
|
| 94 |
-
{%- if '</think>' in content %}
|
| 95 |
-
{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
|
| 96 |
-
{%- set content = content.split('</think>')[-1].lstrip('\n') %}
|
| 97 |
-
{%- endif %}
|
| 98 |
-
{%- endif %}
|
| 99 |
-
{%- set reasoning_content = reasoning_content|trim %}
|
| 100 |
-
{%- if loop.index0 > ns.last_query_index %}
|
| 101 |
-
{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
|
| 102 |
-
{%- else %}
|
| 103 |
-
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 104 |
-
{%- endif %}
|
| 105 |
-
{%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
|
| 106 |
-
{%- for tool_call in message.tool_calls %}
|
| 107 |
-
{%- if tool_call.function is defined %}
|
| 108 |
-
{%- set tool_call = tool_call.function %}
|
| 109 |
-
{%- endif %}
|
| 110 |
-
{%- if loop.first %}
|
| 111 |
-
{%- if content|trim %}
|
| 112 |
-
{{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 113 |
-
{%- else %}
|
| 114 |
-
{{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 115 |
-
{%- endif %}
|
| 116 |
-
{%- else %}
|
| 117 |
-
{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 118 |
-
{%- endif %}
|
| 119 |
-
{%- if tool_call.arguments is defined %}
|
| 120 |
-
{%- for args_name, args_value in tool_call.arguments|items %}
|
| 121 |
-
{{- '<parameter=' + args_name + '>\n' }}
|
| 122 |
-
{%- 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 %}
|
| 123 |
-
{{- args_value }}
|
| 124 |
-
{{- '\n</parameter>\n' }}
|
| 125 |
-
{%- endfor %}
|
| 126 |
-
{%- endif %}
|
| 127 |
-
{{- '</function>\n</tool_call>' }}
|
| 128 |
-
{%- endfor %}
|
| 129 |
-
{%- endif %}
|
| 130 |
-
{{- '<|im_end|>\n' }}
|
| 131 |
-
{%- elif message.role == "tool" %}
|
| 132 |
-
{%- if loop.previtem and loop.previtem.role != "tool" %}
|
| 133 |
-
{{- '<|im_start|>user' }}
|
| 134 |
-
{%- endif %}
|
| 135 |
-
{{- '\n<tool_response>\n' }}
|
| 136 |
-
{{- content }}
|
| 137 |
-
{{- '\n</tool_response>' }}
|
| 138 |
-
{%- if not loop.last and loop.nextitem.role != "tool" %}
|
| 139 |
-
{{- '<|im_end|>\n' }}
|
| 140 |
-
{%- elif loop.last %}
|
| 141 |
-
{{- '<|im_end|>\n' }}
|
| 142 |
-
{%- endif %}
|
| 143 |
-
{%- else %}
|
| 144 |
-
{{- raise_exception('Unexpected message role.') }}
|
| 145 |
-
{%- endif %}
|
| 146 |
-
{%- endfor %}
|
| 147 |
-
{%- if add_generation_prompt %}
|
| 148 |
-
{{- '<|im_start|>assistant\n' }}
|
| 149 |
-
{%- if enable_thinking is defined and enable_thinking is true %}
|
| 150 |
-
{{- '<think>\n' }}
|
| 151 |
-
{%- else %}
|
| 152 |
-
{{- '<think>\n\n</think>\n\n' }}
|
| 153 |
-
{%- endif %}
|
| 154 |
-
{%- endif %}
|
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|
qwen3.5-2b-gpu/ios-h17p/tokenizer/merges.txt
DELETED
|
The diff for this file is too large to render.
See raw diff
|
|
|
qwen3.5-2b-gpu/ios-h17p/tokenizer/special_tokens_map.json
DELETED
|
@@ -1,38 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"additional_special_tokens": [
|
| 3 |
-
"<|im_start|>",
|
| 4 |
-
"<|im_end|>",
|
| 5 |
-
"<|object_ref_start|>",
|
| 6 |
-
"<|object_ref_end|>",
|
| 7 |
-
"<|box_start|>",
|
| 8 |
-
"<|box_end|>",
|
| 9 |
-
"<|quad_start|>",
|
| 10 |
-
"<|quad_end|>",
|
| 11 |
-
"<|vision_start|>",
|
| 12 |
-
"<|vision_end|>",
|
| 13 |
-
"<|vision_pad|>",
|
| 14 |
-
"<|image_pad|>",
|
| 15 |
-
"<|video_pad|>"
|
| 16 |
-
],
|
| 17 |
-
"audio_bos_token": "<|audio_start|>",
|
| 18 |
-
"audio_eos_token": "<|audio_end|>",
|
| 19 |
-
"audio_token": "<|audio_pad|>",
|
| 20 |
-
"eos_token": {
|
| 21 |
-
"content": "<|im_end|>",
|
| 22 |
-
"lstrip": false,
|
| 23 |
-
"normalized": false,
|
| 24 |
-
"rstrip": false,
|
| 25 |
-
"single_word": false
|
| 26 |
-
},
|
| 27 |
-
"image_token": "<|image_pad|>",
|
| 28 |
-
"pad_token": {
|
| 29 |
-
"content": "<|endoftext|>",
|
| 30 |
-
"lstrip": false,
|
| 31 |
-
"normalized": false,
|
| 32 |
-
"rstrip": false,
|
| 33 |
-
"single_word": false
|
| 34 |
-
},
|
| 35 |
-
"video_token": "<|video_pad|>",
|
| 36 |
-
"vision_bos_token": "<|vision_start|>",
|
| 37 |
-
"vision_eos_token": "<|vision_end|>"
|
| 38 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
qwen3.5-2b-gpu/ios-h17p/tokenizer/tokenizer.json
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
|
| 3 |
-
size 19989343
|
|
|
|
|
|
|
|
|
|
|
|
qwen3.5-2b-gpu/ios-h17p/tokenizer/tokenizer_config.json
DELETED
|
@@ -1,311 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"add_bos_token": false,
|
| 3 |
-
"add_prefix_space": false,
|
| 4 |
-
"added_tokens_decoder": {
|
| 5 |
-
"248044": {
|
| 6 |
-
"content": "<|endoftext|>",
|
| 7 |
-
"lstrip": false,
|
| 8 |
-
"normalized": false,
|
| 9 |
-
"rstrip": false,
|
| 10 |
-
"single_word": false,
|
| 11 |
-
"special": true
|
| 12 |
-
},
|
| 13 |
-
"248045": {
|
| 14 |
-
"content": "<|im_start|>",
|
| 15 |
-
"lstrip": false,
|
| 16 |
-
"normalized": false,
|
| 17 |
-
"rstrip": false,
|
| 18 |
-
"single_word": false,
|
| 19 |
-
"special": true
|
| 20 |
-
},
|
| 21 |
-
"248046": {
|
| 22 |
-
"content": "<|im_end|>",
|
| 23 |
-
"lstrip": false,
|
| 24 |
-
"normalized": false,
|
| 25 |
-
"rstrip": false,
|
| 26 |
-
"single_word": false,
|
| 27 |
-
"special": true
|
| 28 |
-
},
|
| 29 |
-
"248047": {
|
| 30 |
-
"content": "<|object_ref_start|>",
|
| 31 |
-
"lstrip": false,
|
| 32 |
-
"normalized": false,
|
| 33 |
-
"rstrip": false,
|
| 34 |
-
"single_word": false,
|
| 35 |
-
"special": true
|
| 36 |
-
},
|
| 37 |
-
"248048": {
|
| 38 |
-
"content": "<|object_ref_end|>",
|
| 39 |
-
"lstrip": false,
|
| 40 |
-
"normalized": false,
|
| 41 |
-
"rstrip": false,
|
| 42 |
-
"single_word": false,
|
| 43 |
-
"special": true
|
| 44 |
-
},
|
| 45 |
-
"248049": {
|
| 46 |
-
"content": "<|box_start|>",
|
| 47 |
-
"lstrip": false,
|
| 48 |
-
"normalized": false,
|
| 49 |
-
"rstrip": false,
|
| 50 |
-
"single_word": false,
|
| 51 |
-
"special": true
|
| 52 |
-
},
|
| 53 |
-
"248050": {
|
| 54 |
-
"content": "<|box_end|>",
|
| 55 |
-
"lstrip": false,
|
| 56 |
-
"normalized": false,
|
| 57 |
-
"rstrip": false,
|
| 58 |
-
"single_word": false,
|
| 59 |
-
"special": true
|
| 60 |
-
},
|
| 61 |
-
"248051": {
|
| 62 |
-
"content": "<|quad_start|>",
|
| 63 |
-
"lstrip": false,
|
| 64 |
-
"normalized": false,
|
| 65 |
-
"rstrip": false,
|
| 66 |
-
"single_word": false,
|
| 67 |
-
"special": true
|
| 68 |
-
},
|
| 69 |
-
"248052": {
|
| 70 |
-
"content": "<|quad_end|>",
|
| 71 |
-
"lstrip": false,
|
| 72 |
-
"normalized": false,
|
| 73 |
-
"rstrip": false,
|
| 74 |
-
"single_word": false,
|
| 75 |
-
"special": true
|
| 76 |
-
},
|
| 77 |
-
"248053": {
|
| 78 |
-
"content": "<|vision_start|>",
|
| 79 |
-
"lstrip": false,
|
| 80 |
-
"normalized": false,
|
| 81 |
-
"rstrip": false,
|
| 82 |
-
"single_word": false,
|
| 83 |
-
"special": true
|
| 84 |
-
},
|
| 85 |
-
"248054": {
|
| 86 |
-
"content": "<|vision_end|>",
|
| 87 |
-
"lstrip": false,
|
| 88 |
-
"normalized": false,
|
| 89 |
-
"rstrip": false,
|
| 90 |
-
"single_word": false,
|
| 91 |
-
"special": true
|
| 92 |
-
},
|
| 93 |
-
"248055": {
|
| 94 |
-
"content": "<|vision_pad|>",
|
| 95 |
-
"lstrip": false,
|
| 96 |
-
"normalized": false,
|
| 97 |
-
"rstrip": false,
|
| 98 |
-
"single_word": false,
|
| 99 |
-
"special": true
|
| 100 |
-
},
|
| 101 |
-
"248056": {
|
| 102 |
-
"content": "<|image_pad|>",
|
| 103 |
-
"lstrip": false,
|
| 104 |
-
"normalized": false,
|
| 105 |
-
"rstrip": false,
|
| 106 |
-
"single_word": false,
|
| 107 |
-
"special": true
|
| 108 |
-
},
|
| 109 |
-
"248057": {
|
| 110 |
-
"content": "<|video_pad|>",
|
| 111 |
-
"lstrip": false,
|
| 112 |
-
"normalized": false,
|
| 113 |
-
"rstrip": false,
|
| 114 |
-
"single_word": false,
|
| 115 |
-
"special": true
|
| 116 |
-
},
|
| 117 |
-
"248058": {
|
| 118 |
-
"content": "<tool_call>",
|
| 119 |
-
"lstrip": false,
|
| 120 |
-
"normalized": false,
|
| 121 |
-
"rstrip": false,
|
| 122 |
-
"single_word": false,
|
| 123 |
-
"special": false
|
| 124 |
-
},
|
| 125 |
-
"248059": {
|
| 126 |
-
"content": "</tool_call>",
|
| 127 |
-
"lstrip": false,
|
| 128 |
-
"normalized": false,
|
| 129 |
-
"rstrip": false,
|
| 130 |
-
"single_word": false,
|
| 131 |
-
"special": false
|
| 132 |
-
},
|
| 133 |
-
"248060": {
|
| 134 |
-
"content": "<|fim_prefix|>",
|
| 135 |
-
"lstrip": false,
|
| 136 |
-
"normalized": false,
|
| 137 |
-
"rstrip": false,
|
| 138 |
-
"single_word": false,
|
| 139 |
-
"special": false
|
| 140 |
-
},
|
| 141 |
-
"248061": {
|
| 142 |
-
"content": "<|fim_middle|>",
|
| 143 |
-
"lstrip": false,
|
| 144 |
-
"normalized": false,
|
| 145 |
-
"rstrip": false,
|
| 146 |
-
"single_word": false,
|
| 147 |
-
"special": false
|
| 148 |
-
},
|
| 149 |
-
"248062": {
|
| 150 |
-
"content": "<|fim_suffix|>",
|
| 151 |
-
"lstrip": false,
|
| 152 |
-
"normalized": false,
|
| 153 |
-
"rstrip": false,
|
| 154 |
-
"single_word": false,
|
| 155 |
-
"special": false
|
| 156 |
-
},
|
| 157 |
-
"248063": {
|
| 158 |
-
"content": "<|fim_pad|>",
|
| 159 |
-
"lstrip": false,
|
| 160 |
-
"normalized": false,
|
| 161 |
-
"rstrip": false,
|
| 162 |
-
"single_word": false,
|
| 163 |
-
"special": false
|
| 164 |
-
},
|
| 165 |
-
"248064": {
|
| 166 |
-
"content": "<|repo_name|>",
|
| 167 |
-
"lstrip": false,
|
| 168 |
-
"normalized": false,
|
| 169 |
-
"rstrip": false,
|
| 170 |
-
"single_word": false,
|
| 171 |
-
"special": false
|
| 172 |
-
},
|
| 173 |
-
"248065": {
|
| 174 |
-
"content": "<|file_sep|>",
|
| 175 |
-
"lstrip": false,
|
| 176 |
-
"normalized": false,
|
| 177 |
-
"rstrip": false,
|
| 178 |
-
"single_word": false,
|
| 179 |
-
"special": false
|
| 180 |
-
},
|
| 181 |
-
"248066": {
|
| 182 |
-
"content": "<tool_response>",
|
| 183 |
-
"lstrip": false,
|
| 184 |
-
"normalized": false,
|
| 185 |
-
"rstrip": false,
|
| 186 |
-
"single_word": false,
|
| 187 |
-
"special": false
|
| 188 |
-
},
|
| 189 |
-
"248067": {
|
| 190 |
-
"content": "</tool_response>",
|
| 191 |
-
"lstrip": false,
|
| 192 |
-
"normalized": false,
|
| 193 |
-
"rstrip": false,
|
| 194 |
-
"single_word": false,
|
| 195 |
-
"special": false
|
| 196 |
-
},
|
| 197 |
-
"248068": {
|
| 198 |
-
"content": "<think>",
|
| 199 |
-
"lstrip": false,
|
| 200 |
-
"normalized": false,
|
| 201 |
-
"rstrip": false,
|
| 202 |
-
"single_word": false,
|
| 203 |
-
"special": false
|
| 204 |
-
},
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-
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| 284 |
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qwen3.5-2b-gpu/ios-h17p/tokenizer/vocab.json
DELETED
|
The diff for this file is too large to render.
See raw diff
|
|
|
qwen3.5-2b-gpu/ios-h18p/metadata.json
DELETED
|
@@ -1,30 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"metadata_version": "0.2",
|
| 3 |
-
"kind": "llm",
|
| 4 |
-
"name": "qwen3_5_2b_decode_int8hu_block32_sym",
|
| 5 |
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"assets": {
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| 6 |
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"main": "qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc"
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| 7 |
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| 8 |
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"language": {
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| 9 |
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"tokenizer": "Qwen/Qwen3.5-2B",
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| 10 |
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| 11 |
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| 12 |
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"embedded_tokenizer": true,
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| 13 |
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"function_map": {
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| 14 |
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"main": [
|
| 15 |
-
"main"
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| 16 |
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]
|
| 17 |
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}
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| 18 |
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},
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| 19 |
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"source": {
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| 20 |
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"model_definition": "torch",
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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"compilation": {
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| 25 |
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"date": "2026-07-11T00:11:26.401347+00:00",
|
| 26 |
-
"targets": [
|
| 27 |
-
"h18p (coreai-build compile --platform iOS --min-deployment-version 27.0 --preferred-compute gpu)"
|
| 28 |
-
]
|
| 29 |
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}
|
| 30 |
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qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist
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| 3 |
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| 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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<string>NO</string>
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| 23 |
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| 24 |
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| 25 |
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| 26 |
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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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| 32 |
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|
| 33 |
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| 34 |
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| 35 |
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| 1273 |
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| 1274 |
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| 1275 |
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<integer>2154364236</integer>
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| 1276 |
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<key>resource_9886793582070684185</key>
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| 1277 |
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<integer>222123907</integer>
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| 1278 |
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<key>resource_9899387650694210715</key>
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| 1279 |
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<integer>2896980087</integer>
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| 1280 |
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<key>resource_9951401960403156904</key>
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| 1281 |
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<integer>1998930524</integer>
|
| 1282 |
-
<key>tmp</key>
|
| 1283 |
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<integer>134628081</integer>
|
| 1284 |
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<key>tmp_1</key>
|
| 1285 |
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<integer>396851857</integer>
|
| 1286 |
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<key>tmp_10</key>
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| 1287 |
-
<integer>2936682681</integer>
|
| 1288 |
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<key>tmp_11</key>
|
| 1289 |
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|
| 1290 |
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<key>tmp_12</key>
|
| 1291 |
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|
| 1292 |
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<key>tmp_13</key>
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| 1293 |
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<integer>164358945</integer>
|
| 1294 |
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<key>tmp_14</key>
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| 1295 |
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|
| 1296 |
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<key>tmp_15</key>
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| 1297 |
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| 1298 |
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<key>tmp_16</key>
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| 1299 |
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| 1300 |
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| 1301 |
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| 1302 |
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<key>tmp_18</key>
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| 1304 |
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<key>tmp_19</key>
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| 1306 |
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<key>tmp_2</key>
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| 1308 |
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| 1309 |
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| 1310 |
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| 1312 |
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<key>tmp_22</key>
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| 1314 |
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| 1315 |
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| 1316 |
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| 1318 |
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| 1320 |
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| 1322 |
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| 1324 |
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| 1326 |
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| 1327 |
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| 1328 |
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| 1329 |
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| 1330 |
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| 1332 |
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| 1334 |
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| 1335 |
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| 1336 |
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| 1340 |
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| 1346 |
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| 1348 |
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| 1364 |
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| 1400 |
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| 1401 |
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| 1404 |
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</dict>
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| 1405 |
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<integer>1</integer>
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| 1407 |
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</dict>
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| 1408 |
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</dict>
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| 1409 |
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| 1410 |
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qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/original_model_0.mpsgraph
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:7599dd9dc0483bcff25fd22383b9f82dd42723f7aecae380eea533406b0e3e19
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| 3 |
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size 620660
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qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/reflection.fb
DELETED
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Binary file (560 Bytes)
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qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/resources.bin
DELETED
|
@@ -1,3 +0,0 @@
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|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:1f915b426d86b3228a33f0aefe5d47d02c2f879804a61e8b3c3fa980aa2a7b00
|
| 3 |
-
size 3017068876
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qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main-h18p.mlirb
DELETED
|
Binary file (3.09 kB)
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|
qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/main.hash
DELETED
|
@@ -1 +0,0 @@
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| 1 |
-
OU-گ�3�z$W��4�V��f#� b�#�
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qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/metadata.json
DELETED
|
@@ -1,6 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"assetVersion" : "2.0",
|
| 3 |
-
"creationDate" : "20261007T203414Z",
|
| 4 |
-
"sourceHash" : "5C2D8E76DE64D29ED7AAD37CDF1A8DBF7A83A18F9839C91AA5C2E944EDFE0728",
|
| 5 |
-
"producer" : "coreai-build-3600.83.1"
|
| 6 |
-
}
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qwen3.5-2b-gpu/ios-h18p/qwen3_5_2b_decode_int8hu_block32_sym.h18p.aimodelc/stats.json
DELETED
|
@@ -1 +0,0 @@
|
|
| 1 |
-
{"operationDistribution":[{"name":"constant","count":3501},{"name":"reshape","count":897},{"name":"broadcast_in_dims","count":536},{"count":361,"name":"mul"},{"count":357,"name":"broadcasting_mul"},{"count":316,"name":"add"},{"count":311,"name":"slice"},{"count":257,"name":"cast"},{"name":"broadcasting_add","count":239},{"name":"concat","count":238},{"name":"broadcast_to","count":191},{"name":"batch_matmul","count":189},{"name":"broadcasting_batch_matmul","count":189},{"count":188,"name":"transpose"},{"name":"blockwise_shift_scale","count":187},{"name":"exp","count":121},{"count":104,"name":"broadcasting_sub"},{"name":"sub","count":104},{"name":"broadcasting_divide","count":89},{"count":89,"name":"divide"},{"count":85,"name":"invoke"},{"name":"reduce","count":81},{"count":77,"name":"reduce_sum"},{"name":"silu","count":60},{"count":50,"name":"read_handle"},{"name":"slice_update","count":48},{"count":48,"name":"write_handle"},{"name":"rsqrt","count":40},{"name":"sigmoid","count":24},{"count":24,"name":"split"},{"count":19,"name":"broadcasting_greater"},{"name":"greater","count":19},{"count":18,"name":"broadcasting_where"},{"name":"conv2d","count":18},{"count":18,"name":"log"},{"name":"where","count":18},{"name":"get_shape","count":17},{"count":12,"name":"shrink_dims"},{"name":"broadcast_shapes","count":9},{"count":5,"name":"gather_nd"},{"count":4,"name":"reduce_mean"},{"name":"reduce_product","count":4},{"name":"expand_dims","count":2},{"count":2,"name":"gather_along_axis"},{"count":2,"name":"not"},{"name":"range","count":2},{"count":1,"name":"cos"},{"name":"create_token","count":1},{"count":1,"name":"sin"},{"name":"softmax","count":1}],"storageTypes":[{"name":"Int8","count":1897168896},{"count":568187141,"name":"Float16"},{"count":104037,"name":"Float32"},{"count":524,"name":"Int32"},{"count":115,"name":"UInt32"},{"count":1,"name":"UInt64"}],"computeTypes":["Bool","Float16","Float32","Int32","Int8","UInt32","UInt64"]}
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|
qwen3.5-2b-gpu/ios-h18p/tokenizer/added_tokens.json
DELETED
|
@@ -1,35 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"</think>": 248069,
|
| 3 |
-
"</tool_call>": 248059,
|
| 4 |
-
"</tool_response>": 248067,
|
| 5 |
-
"<think>": 248068,
|
| 6 |
-
"<tool_call>": 248058,
|
| 7 |
-
"<tool_response>": 248066,
|
| 8 |
-
"<tts_pad>": 248072,
|
| 9 |
-
"<tts_text_bos>": 248073,
|
| 10 |
-
"<tts_text_bos_single>": 248075,
|
| 11 |
-
"<tts_text_eod>": 248074,
|
| 12 |
-
"<|audio_end|>": 248071,
|
| 13 |
-
"<|audio_pad|>": 248076,
|
| 14 |
-
"<|audio_start|>": 248070,
|
| 15 |
-
"<|box_end|>": 248050,
|
| 16 |
-
"<|box_start|>": 248049,
|
| 17 |
-
"<|endoftext|>": 248044,
|
| 18 |
-
"<|file_sep|>": 248065,
|
| 19 |
-
"<|fim_middle|>": 248061,
|
| 20 |
-
"<|fim_pad|>": 248063,
|
| 21 |
-
"<|fim_prefix|>": 248060,
|
| 22 |
-
"<|fim_suffix|>": 248062,
|
| 23 |
-
"<|im_end|>": 248046,
|
| 24 |
-
"<|im_start|>": 248045,
|
| 25 |
-
"<|image_pad|>": 248056,
|
| 26 |
-
"<|object_ref_end|>": 248048,
|
| 27 |
-
"<|object_ref_start|>": 248047,
|
| 28 |
-
"<|quad_end|>": 248052,
|
| 29 |
-
"<|quad_start|>": 248051,
|
| 30 |
-
"<|repo_name|>": 248064,
|
| 31 |
-
"<|video_pad|>": 248057,
|
| 32 |
-
"<|vision_end|>": 248054,
|
| 33 |
-
"<|vision_pad|>": 248055,
|
| 34 |
-
"<|vision_start|>": 248053
|
| 35 |
-
}
|
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qwen3.5-2b-gpu/ios-h18p/tokenizer/chat_template.jinja
DELETED
|
@@ -1,154 +0,0 @@
|
|
| 1 |
-
{%- set image_count = namespace(value=0) %}
|
| 2 |
-
{%- set video_count = namespace(value=0) %}
|
| 3 |
-
{%- macro render_content(content, do_vision_count, is_system_content=false) %}
|
| 4 |
-
{%- if content is string %}
|
| 5 |
-
{{- content }}
|
| 6 |
-
{%- elif content is iterable and content is not mapping %}
|
| 7 |
-
{%- for item in content %}
|
| 8 |
-
{%- if 'image' in item or 'image_url' in item or item.type == 'image' %}
|
| 9 |
-
{%- if is_system_content %}
|
| 10 |
-
{{- raise_exception('System message cannot contain images.') }}
|
| 11 |
-
{%- endif %}
|
| 12 |
-
{%- if do_vision_count %}
|
| 13 |
-
{%- set image_count.value = image_count.value + 1 %}
|
| 14 |
-
{%- endif %}
|
| 15 |
-
{%- if add_vision_id %}
|
| 16 |
-
{{- 'Picture ' ~ image_count.value ~ ': ' }}
|
| 17 |
-
{%- endif %}
|
| 18 |
-
{{- '<|vision_start|><|image_pad|><|vision_end|>' }}
|
| 19 |
-
{%- elif 'video' in item or item.type == 'video' %}
|
| 20 |
-
{%- if is_system_content %}
|
| 21 |
-
{{- raise_exception('System message cannot contain videos.') }}
|
| 22 |
-
{%- endif %}
|
| 23 |
-
{%- if do_vision_count %}
|
| 24 |
-
{%- set video_count.value = video_count.value + 1 %}
|
| 25 |
-
{%- endif %}
|
| 26 |
-
{%- if add_vision_id %}
|
| 27 |
-
{{- 'Video ' ~ video_count.value ~ ': ' }}
|
| 28 |
-
{%- endif %}
|
| 29 |
-
{{- '<|vision_start|><|video_pad|><|vision_end|>' }}
|
| 30 |
-
{%- elif 'text' in item %}
|
| 31 |
-
{{- item.text }}
|
| 32 |
-
{%- else %}
|
| 33 |
-
{{- raise_exception('Unexpected item type in content.') }}
|
| 34 |
-
{%- endif %}
|
| 35 |
-
{%- endfor %}
|
| 36 |
-
{%- elif content is none or content is undefined %}
|
| 37 |
-
{{- '' }}
|
| 38 |
-
{%- else %}
|
| 39 |
-
{{- raise_exception('Unexpected content type.') }}
|
| 40 |
-
{%- endif %}
|
| 41 |
-
{%- endmacro %}
|
| 42 |
-
{%- if not messages %}
|
| 43 |
-
{{- raise_exception('No messages provided.') }}
|
| 44 |
-
{%- endif %}
|
| 45 |
-
{%- if tools and tools is iterable and tools is not mapping %}
|
| 46 |
-
{{- '<|im_start|>system\n' }}
|
| 47 |
-
{{- "# Tools\n\nYou have access to the following functions:\n\n<tools>" }}
|
| 48 |
-
{%- for tool in tools %}
|
| 49 |
-
{{- "\n" }}
|
| 50 |
-
{{- tool | tojson }}
|
| 51 |
-
{%- endfor %}
|
| 52 |
-
{{- "\n</tools>" }}
|
| 53 |
-
{{- '\n\nIf you choose to call a function ONLY reply in the following format with NO suffix:\n\n<tool_call>\n<function=example_function_name>\n<parameter=example_parameter_1>\nvalue_1\n</parameter>\n<parameter=example_parameter_2>\nThis is the value for the second parameter\nthat can span\nmultiple lines\n</parameter>\n</function>\n</tool_call>\n\n<IMPORTANT>\nReminder:\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\n- Required parameters MUST be specified\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\n</IMPORTANT>' }}
|
| 54 |
-
{%- if messages[0].role == 'system' %}
|
| 55 |
-
{%- set content = render_content(messages[0].content, false, true)|trim %}
|
| 56 |
-
{%- if content %}
|
| 57 |
-
{{- '\n\n' + content }}
|
| 58 |
-
{%- endif %}
|
| 59 |
-
{%- endif %}
|
| 60 |
-
{{- '<|im_end|>\n' }}
|
| 61 |
-
{%- else %}
|
| 62 |
-
{%- if messages[0].role == 'system' %}
|
| 63 |
-
{%- set content = render_content(messages[0].content, false, true)|trim %}
|
| 64 |
-
{{- '<|im_start|>system\n' + content + '<|im_end|>\n' }}
|
| 65 |
-
{%- endif %}
|
| 66 |
-
{%- endif %}
|
| 67 |
-
{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
|
| 68 |
-
{%- for message in messages[::-1] %}
|
| 69 |
-
{%- set index = (messages|length - 1) - loop.index0 %}
|
| 70 |
-
{%- if ns.multi_step_tool and message.role == "user" %}
|
| 71 |
-
{%- set content = render_content(message.content, false)|trim %}
|
| 72 |
-
{%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}
|
| 73 |
-
{%- set ns.multi_step_tool = false %}
|
| 74 |
-
{%- set ns.last_query_index = index %}
|
| 75 |
-
{%- endif %}
|
| 76 |
-
{%- endif %}
|
| 77 |
-
{%- endfor %}
|
| 78 |
-
{%- if ns.multi_step_tool %}
|
| 79 |
-
{{- raise_exception('No user query found in messages.') }}
|
| 80 |
-
{%- endif %}
|
| 81 |
-
{%- for message in messages %}
|
| 82 |
-
{%- set content = render_content(message.content, true)|trim %}
|
| 83 |
-
{%- if message.role == "system" %}
|
| 84 |
-
{%- if not loop.first %}
|
| 85 |
-
{{- raise_exception('System message must be at the beginning.') }}
|
| 86 |
-
{%- endif %}
|
| 87 |
-
{%- elif message.role == "user" %}
|
| 88 |
-
{{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
|
| 89 |
-
{%- elif message.role == "assistant" %}
|
| 90 |
-
{%- set reasoning_content = '' %}
|
| 91 |
-
{%- if message.reasoning_content is string %}
|
| 92 |
-
{%- set reasoning_content = message.reasoning_content %}
|
| 93 |
-
{%- else %}
|
| 94 |
-
{%- if '</think>' in content %}
|
| 95 |
-
{%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
|
| 96 |
-
{%- set content = content.split('</think>')[-1].lstrip('\n') %}
|
| 97 |
-
{%- endif %}
|
| 98 |
-
{%- endif %}
|
| 99 |
-
{%- set reasoning_content = reasoning_content|trim %}
|
| 100 |
-
{%- if loop.index0 > ns.last_query_index %}
|
| 101 |
-
{{- '<|im_start|>' + message.role + '\n<think>\n' + reasoning_content + '\n</think>\n\n' + content }}
|
| 102 |
-
{%- else %}
|
| 103 |
-
{{- '<|im_start|>' + message.role + '\n' + content }}
|
| 104 |
-
{%- endif %}
|
| 105 |
-
{%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}
|
| 106 |
-
{%- for tool_call in message.tool_calls %}
|
| 107 |
-
{%- if tool_call.function is defined %}
|
| 108 |
-
{%- set tool_call = tool_call.function %}
|
| 109 |
-
{%- endif %}
|
| 110 |
-
{%- if loop.first %}
|
| 111 |
-
{%- if content|trim %}
|
| 112 |
-
{{- '\n\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 113 |
-
{%- else %}
|
| 114 |
-
{{- '<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 115 |
-
{%- endif %}
|
| 116 |
-
{%- else %}
|
| 117 |
-
{{- '\n<tool_call>\n<function=' + tool_call.name + '>\n' }}
|
| 118 |
-
{%- endif %}
|
| 119 |
-
{%- if tool_call.arguments is defined %}
|
| 120 |
-
{%- for args_name, args_value in tool_call.arguments|items %}
|
| 121 |
-
{{- '<parameter=' + args_name + '>\n' }}
|
| 122 |
-
{%- 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 %}
|
| 123 |
-
{{- args_value }}
|
| 124 |
-
{{- '\n</parameter>\n' }}
|
| 125 |
-
{%- endfor %}
|
| 126 |
-
{%- endif %}
|
| 127 |
-
{{- '</function>\n</tool_call>' }}
|
| 128 |
-
{%- endfor %}
|
| 129 |
-
{%- endif %}
|
| 130 |
-
{{- '<|im_end|>\n' }}
|
| 131 |
-
{%- elif message.role == "tool" %}
|
| 132 |
-
{%- if loop.previtem and loop.previtem.role != "tool" %}
|
| 133 |
-
{{- '<|im_start|>user' }}
|
| 134 |
-
{%- endif %}
|
| 135 |
-
{{- '\n<tool_response>\n' }}
|
| 136 |
-
{{- content }}
|
| 137 |
-
{{- '\n</tool_response>' }}
|
| 138 |
-
{%- if not loop.last and loop.nextitem.role != "tool" %}
|
| 139 |
-
{{- '<|im_end|>\n' }}
|
| 140 |
-
{%- elif loop.last %}
|
| 141 |
-
{{- '<|im_end|>\n' }}
|
| 142 |
-
{%- endif %}
|
| 143 |
-
{%- else %}
|
| 144 |
-
{{- raise_exception('Unexpected message role.') }}
|
| 145 |
-
{%- endif %}
|
| 146 |
-
{%- endfor %}
|
| 147 |
-
{%- if add_generation_prompt %}
|
| 148 |
-
{{- '<|im_start|>assistant\n' }}
|
| 149 |
-
{%- if enable_thinking is defined and enable_thinking is true %}
|
| 150 |
-
{{- '<think>\n' }}
|
| 151 |
-
{%- else %}
|
| 152 |
-
{{- '<think>\n\n</think>\n\n' }}
|
| 153 |
-
{%- endif %}
|
| 154 |
-
{%- endif %}
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qwen3.5-2b-gpu/ios-h18p/tokenizer/merges.txt
DELETED
|
The diff for this file is too large to render.
See raw diff
|
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qwen3.5-2b-gpu/ios-h18p/tokenizer/special_tokens_map.json
DELETED
|
@@ -1,38 +0,0 @@
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| 1 |
-
{
|
| 2 |
-
"additional_special_tokens": [
|
| 3 |
-
"<|im_start|>",
|
| 4 |
-
"<|im_end|>",
|
| 5 |
-
"<|object_ref_start|>",
|
| 6 |
-
"<|object_ref_end|>",
|
| 7 |
-
"<|box_start|>",
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| 8 |
-
"<|box_end|>",
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| 9 |
-
"<|quad_start|>",
|
| 10 |
-
"<|quad_end|>",
|
| 11 |
-
"<|vision_start|>",
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| 12 |
-
"<|vision_end|>",
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| 13 |
-
"<|vision_pad|>",
|
| 14 |
-
"<|image_pad|>",
|
| 15 |
-
"<|video_pad|>"
|
| 16 |
-
],
|
| 17 |
-
"audio_bos_token": "<|audio_start|>",
|
| 18 |
-
"audio_eos_token": "<|audio_end|>",
|
| 19 |
-
"audio_token": "<|audio_pad|>",
|
| 20 |
-
"eos_token": {
|
| 21 |
-
"content": "<|im_end|>",
|
| 22 |
-
"lstrip": false,
|
| 23 |
-
"normalized": false,
|
| 24 |
-
"rstrip": false,
|
| 25 |
-
"single_word": false
|
| 26 |
-
},
|
| 27 |
-
"image_token": "<|image_pad|>",
|
| 28 |
-
"pad_token": {
|
| 29 |
-
"content": "<|endoftext|>",
|
| 30 |
-
"lstrip": false,
|
| 31 |
-
"normalized": false,
|
| 32 |
-
"rstrip": false,
|
| 33 |
-
"single_word": false
|
| 34 |
-
},
|
| 35 |
-
"video_token": "<|video_pad|>",
|
| 36 |
-
"vision_bos_token": "<|vision_start|>",
|
| 37 |
-
"vision_eos_token": "<|vision_end|>"
|
| 38 |
-
}
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qwen3.5-2b-gpu/ios-h18p/tokenizer/tokenizer.json
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:87a7830d63fcf43bf241c3c5242e96e62dd3fdc29224ca26fed8ea333db72de4
|
| 3 |
-
size 19989343
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qwen3.5-2b-gpu/ios-h18p/tokenizer/tokenizer_config.json
DELETED
|
@@ -1,311 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"add_bos_token": false,
|
| 3 |
-
"add_prefix_space": false,
|
| 4 |
-
"added_tokens_decoder": {
|
| 5 |
-
"248044": {
|
| 6 |
-
"content": "<|endoftext|>",
|
| 7 |
-
"lstrip": false,
|
| 8 |
-
"normalized": false,
|
| 9 |
-
"rstrip": false,
|
| 10 |
-
"single_word": false,
|
| 11 |
-
"special": true
|
| 12 |
-
},
|
| 13 |
-
"248045": {
|
| 14 |
-
"content": "<|im_start|>",
|
| 15 |
-
"lstrip": false,
|
| 16 |
-
"normalized": false,
|
| 17 |
-
"rstrip": false,
|
| 18 |
-
"single_word": false,
|
| 19 |
-
"special": true
|
| 20 |
-
},
|
| 21 |
-
"248046": {
|
| 22 |
-
"content": "<|im_end|>",
|
| 23 |
-
"lstrip": false,
|
| 24 |
-
"normalized": false,
|
| 25 |
-
"rstrip": false,
|
| 26 |
-
"single_word": false,
|
| 27 |
-
"special": true
|
| 28 |
-
},
|
| 29 |
-
"248047": {
|
| 30 |
-
"content": "<|object_ref_start|>",
|
| 31 |
-
"lstrip": false,
|
| 32 |
-
"normalized": false,
|
| 33 |
-
"rstrip": false,
|
| 34 |
-
"single_word": false,
|
| 35 |
-
"special": true
|
| 36 |
-
},
|
| 37 |
-
"248048": {
|
| 38 |
-
"content": "<|object_ref_end|>",
|
| 39 |
-
"lstrip": false,
|
| 40 |
-
"normalized": false,
|
| 41 |
-
"rstrip": false,
|
| 42 |
-
"single_word": false,
|
| 43 |
-
"special": true
|
| 44 |
-
},
|
| 45 |
-
"248049": {
|
| 46 |
-
"content": "<|box_start|>",
|
| 47 |
-
"lstrip": false,
|
| 48 |
-
"normalized": false,
|
| 49 |
-
"rstrip": false,
|
| 50 |
-
"single_word": false,
|
| 51 |
-
"special": true
|
| 52 |
-
},
|
| 53 |
-
"248050": {
|
| 54 |
-
"content": "<|box_end|>",
|
| 55 |
-
"lstrip": false,
|
| 56 |
-
"normalized": false,
|
| 57 |
-
"rstrip": false,
|
| 58 |
-
"single_word": false,
|
| 59 |
-
"special": true
|
| 60 |
-
},
|
| 61 |
-
"248051": {
|
| 62 |
-
"content": "<|quad_start|>",
|
| 63 |
-
"lstrip": false,
|
| 64 |
-
"normalized": false,
|
| 65 |
-
"rstrip": false,
|
| 66 |
-
"single_word": false,
|
| 67 |
-
"special": true
|
| 68 |
-
},
|
| 69 |
-
"248052": {
|
| 70 |
-
"content": "<|quad_end|>",
|
| 71 |
-
"lstrip": false,
|
| 72 |
-
"normalized": false,
|
| 73 |
-
"rstrip": false,
|
| 74 |
-
"single_word": false,
|
| 75 |
-
"special": true
|
| 76 |
-
},
|
| 77 |
-
"248053": {
|
| 78 |
-
"content": "<|vision_start|>",
|
| 79 |
-
"lstrip": false,
|
| 80 |
-
"normalized": false,
|
| 81 |
-
"rstrip": false,
|
| 82 |
-
"single_word": false,
|
| 83 |
-
"special": true
|
| 84 |
-
},
|
| 85 |
-
"248054": {
|
| 86 |
-
"content": "<|vision_end|>",
|
| 87 |
-
"lstrip": false,
|
| 88 |
-
"normalized": false,
|
| 89 |
-
"rstrip": false,
|
| 90 |
-
"single_word": false,
|
| 91 |
-
"special": true
|
| 92 |
-
},
|
| 93 |
-
"248055": {
|
| 94 |
-
"content": "<|vision_pad|>",
|
| 95 |
-
"lstrip": false,
|
| 96 |
-
"normalized": false,
|
| 97 |
-
"rstrip": false,
|
| 98 |
-
"single_word": false,
|
| 99 |
-
"special": true
|
| 100 |
-
},
|
| 101 |
-
"248056": {
|
| 102 |
-
"content": "<|image_pad|>",
|
| 103 |
-
"lstrip": false,
|
| 104 |
-
"normalized": false,
|
| 105 |
-
"rstrip": false,
|
| 106 |
-
"single_word": false,
|
| 107 |
-
"special": true
|
| 108 |
-
},
|
| 109 |
-
"248057": {
|
| 110 |
-
"content": "<|video_pad|>",
|
| 111 |
-
"lstrip": false,
|
| 112 |
-
"normalized": false,
|
| 113 |
-
"rstrip": false,
|
| 114 |
-
"single_word": false,
|
| 115 |
-
"special": true
|
| 116 |
-
},
|
| 117 |
-
"248058": {
|
| 118 |
-
"content": "<tool_call>",
|
| 119 |
-
"lstrip": false,
|
| 120 |
-
"normalized": false,
|
| 121 |
-
"rstrip": false,
|
| 122 |
-
"single_word": false,
|
| 123 |
-
"special": false
|
| 124 |
-
},
|
| 125 |
-
"248059": {
|
| 126 |
-
"content": "</tool_call>",
|
| 127 |
-
"lstrip": false,
|
| 128 |
-
"normalized": false,
|
| 129 |
-
"rstrip": false,
|
| 130 |
-
"single_word": false,
|
| 131 |
-
"special": false
|
| 132 |
-
},
|
| 133 |
-
"248060": {
|
| 134 |
-
"content": "<|fim_prefix|>",
|
| 135 |
-
"lstrip": false,
|
| 136 |
-
"normalized": false,
|
| 137 |
-
"rstrip": false,
|
| 138 |
-
"single_word": false,
|
| 139 |
-
"special": false
|
| 140 |
-
},
|
| 141 |
-
"248061": {
|
| 142 |
-
"content": "<|fim_middle|>",
|
| 143 |
-
"lstrip": false,
|
| 144 |
-
"normalized": false,
|
| 145 |
-
"rstrip": false,
|
| 146 |
-
"single_word": false,
|
| 147 |
-
"special": false
|
| 148 |
-
},
|
| 149 |
-
"248062": {
|
| 150 |
-
"content": "<|fim_suffix|>",
|
| 151 |
-
"lstrip": false,
|
| 152 |
-
"normalized": false,
|
| 153 |
-
"rstrip": false,
|
| 154 |
-
"single_word": false,
|
| 155 |
-
"special": false
|
| 156 |
-
},
|
| 157 |
-
"248063": {
|
| 158 |
-
"content": "<|fim_pad|>",
|
| 159 |
-
"lstrip": false,
|
| 160 |
-
"normalized": false,
|
| 161 |
-
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|
| 162 |
-
"single_word": false,
|
| 163 |
-
"special": false
|
| 164 |
-
},
|
| 165 |
-
"248064": {
|
| 166 |
-
"content": "<|repo_name|>",
|
| 167 |
-
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|
| 168 |
-
"normalized": false,
|
| 169 |
-
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|
| 170 |
-
"single_word": false,
|
| 171 |
-
"special": false
|
| 172 |
-
},
|
| 173 |
-
"248065": {
|
| 174 |
-
"content": "<|file_sep|>",
|
| 175 |
-
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|
| 176 |
-
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|
| 177 |
-
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|
| 178 |
-
"single_word": false,
|
| 179 |
-
"special": false
|
| 180 |
-
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|
| 181 |
-
"248066": {
|
| 182 |
-
"content": "<tool_response>",
|
| 183 |
-
"lstrip": false,
|
| 184 |
-
"normalized": false,
|
| 185 |
-
"rstrip": false,
|
| 186 |
-
"single_word": false,
|
| 187 |
-
"special": false
|
| 188 |
-
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|
| 189 |
-
"248067": {
|
| 190 |
-
"content": "</tool_response>",
|
| 191 |
-
"lstrip": false,
|
| 192 |
-
"normalized": false,
|
| 193 |
-
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|
| 194 |
-
"single_word": false,
|
| 195 |
-
"special": false
|
| 196 |
-
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|
| 197 |
-
"248068": {
|
| 198 |
-
"content": "<think>",
|
| 199 |
-
"lstrip": false,
|
| 200 |
-
"normalized": false,
|
| 201 |
-
"rstrip": false,
|
| 202 |
-
"single_word": false,
|
| 203 |
-
"special": false
|
| 204 |
-
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|
| 205 |
-
"248069": {
|
| 206 |
-
"content": "</think>",
|
| 207 |
-
"lstrip": false,
|
| 208 |
-
"normalized": false,
|
| 209 |
-
"rstrip": false,
|
| 210 |
-
"single_word": false,
|
| 211 |
-
"special": false
|
| 212 |
-
},
|
| 213 |
-
"248070": {
|
| 214 |
-
"content": "<|audio_start|>",
|
| 215 |
-
"lstrip": false,
|
| 216 |
-
"normalized": false,
|
| 217 |
-
"rstrip": false,
|
| 218 |
-
"single_word": false,
|
| 219 |
-
"special": true
|
| 220 |
-
},
|
| 221 |
-
"248071": {
|
| 222 |
-
"content": "<|audio_end|>",
|
| 223 |
-
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|
| 224 |
-
"normalized": false,
|
| 225 |
-
"rstrip": false,
|
| 226 |
-
"single_word": false,
|
| 227 |
-
"special": true
|
| 228 |
-
},
|
| 229 |
-
"248072": {
|
| 230 |
-
"content": "<tts_pad>",
|
| 231 |
-
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|
| 232 |
-
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|
| 233 |
-
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|
| 234 |
-
"single_word": false,
|
| 235 |
-
"special": true
|
| 236 |
-
},
|
| 237 |
-
"248073": {
|
| 238 |
-
"content": "<tts_text_bos>",
|
| 239 |
-
"lstrip": false,
|
| 240 |
-
"normalized": false,
|
| 241 |
-
"rstrip": false,
|
| 242 |
-
"single_word": false,
|
| 243 |
-
"special": true
|
| 244 |
-
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|
| 245 |
-
"248074": {
|
| 246 |
-
"content": "<tts_text_eod>",
|
| 247 |
-
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|
| 248 |
-
"normalized": false,
|
| 249 |
-
"rstrip": false,
|
| 250 |
-
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|
| 251 |
-
"special": true
|
| 252 |
-
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|
| 253 |
-
"248075": {
|
| 254 |
-
"content": "<tts_text_bos_single>",
|
| 255 |
-
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|
| 256 |
-
"normalized": false,
|
| 257 |
-
"rstrip": false,
|
| 258 |
-
"single_word": false,
|
| 259 |
-
"special": true
|
| 260 |
-
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|
| 261 |
-
"248076": {
|
| 262 |
-
"content": "<|audio_pad|>",
|
| 263 |
-
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|
| 264 |
-
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|
| 265 |
-
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|
| 266 |
-
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|
| 267 |
-
"special": true
|
| 268 |
-
}
|
| 269 |
-
},
|
| 270 |
-
"additional_special_tokens": [
|
| 271 |
-
"<|im_start|>",
|
| 272 |
-
"<|im_end|>",
|
| 273 |
-
"<|object_ref_start|>",
|
| 274 |
-
"<|object_ref_end|>",
|
| 275 |
-
"<|box_start|>",
|
| 276 |
-
"<|box_end|>",
|
| 277 |
-
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|
| 278 |
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|
| 279 |
-
"<|vision_start|>",
|
| 280 |
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|
| 281 |
-
"<|vision_pad|>",
|
| 282 |
-
"<|image_pad|>",
|
| 283 |
-
"<|video_pad|>"
|
| 284 |
-
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|
| 285 |
-
"audio_bos_token": "<|audio_start|>",
|
| 286 |
-
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|
| 287 |
-
"audio_token": "<|audio_pad|>",
|
| 288 |
-
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|
| 289 |
-
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|
| 290 |
-
"eos_token": "<|im_end|>",
|
| 291 |
-
"errors": "replace",
|
| 292 |
-
"extra_special_tokens": {
|
| 293 |
-
"audio_bos_token": "<|audio_start|>",
|
| 294 |
-
"audio_eos_token": "<|audio_end|>",
|
| 295 |
-
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|
| 296 |
-
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|
| 297 |
-
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|
| 298 |
-
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|
| 299 |
-
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|
| 300 |
-
},
|
| 301 |
-
"image_token": "<|image_pad|>",
|
| 302 |
-
"model_max_length": 262144,
|
| 303 |
-
"pad_token": "<|endoftext|>",
|
| 304 |
-
"pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
|
| 305 |
-
"split_special_tokens": false,
|
| 306 |
-
"tokenizer_class": "Qwen2Tokenizer",
|
| 307 |
-
"unk_token": null,
|
| 308 |
-
"video_token": "<|video_pad|>",
|
| 309 |
-
"vision_bos_token": "<|vision_start|>",
|
| 310 |
-
"vision_eos_token": "<|vision_end|>"
|
| 311 |
-
}
|
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