WeVisOne-VL-2B for Core AI: ios/ and macos/ graphs (text decoder, vision tower with taps, pixel decoder A and B), LICENSE, config.json

.gitattributes

@@ -33,3 +33,13 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+ios/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+ios/wevisone_vl_2b_vision_taps_g14.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+ios/wv_mask_a_g28_n16_fp16_hf.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+ios/wv_mask_b_fp16.aimodel/main.mlirb filter=lfs diff=lfs merge=lfs -text
+macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+macos/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/original_model_0.mpsgraph filter=lfs diff=lfs merge=lfs -text
+macos/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/specialized_model_1.mpsgraph filter=lfs diff=lfs merge=lfs -text
+macos/wevisone_vl_2b_vision_taps_g14.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/specialized_model_0.mpsgraph filter=lfs diff=lfs merge=lfs -text
+macos/wv_mask_a_g28_n16_fp16_hf.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/specialized_model_0.mpsgraph filter=lfs diff=lfs merge=lfs -text

LICENSE

@@ -0,0 +1,435 @@
+Tencent is pleased to support the open source community by making WeVisOne-VL-2B available.
+
+Copyright (C) 2026 Tencent.  All rights reserved. 
+
+The open-source software and/or models included in this distribution may have been modified by Tencent (“Tencent Modifications”). All Tencent Modifications are Copyright (C) Tencent.
+
+WeVisOne-VL-2B is licensed under Apache-2.0, except for the third-party components listed below, which remain licensed under their respective original terms. WeVisOne-VL-2B does not impose any additional restrictions beyond those specified in the original licenses of these third-party components. Users are required to comply with all applicable terms and conditions of the original licenses and to ensure that the use of these third-party components conforms to all relevant laws and regulations.
+
+For the avoidance of doubt, WeVisOne-VL-2B refers to code, parameters, and weights made publicly available by Tencent in accordance with Apache-2.0. 
+
+Terms of Apache-2.0:
+--------------------------------------------------------------------
+Apache License
+                           Version 2.0, January 2004
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+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
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+   1. Definitions.
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+      editorial revisions, annotations, elaborations, or other modifications
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+      of this License, Derivative Works shall not include works that remain
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+      "Contribution" shall mean any work of authorship, including
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+      to that Work or Derivative Works thereof, that is intentionally
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+      where such license applies only to those patent claims licensable
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+      Contributor provides its Contributions) on an "AS IS" BASIS,
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+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
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+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
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+      result of this License or out of the use or inability to use the
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+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
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+   END OF TERMS AND CONDITIONS
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+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
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+      same "printed page" as the copyright notice for easier
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+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
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+       http://www.apache.org/licenses/LICENSE-2.0
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+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
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+   limitations under the License.
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+
+Dependencies and Licenses:
+
+This open-source project, WeVisOne-VL-2B, builds upon the following open-source models and/or software components, each of which remains licensed under its original license. Certain models or software may include modifications made by Tencent (“Tencent Modifications”), which are Copyright (C) Tencent.
+
+In case you believe there have been errors in the attribution below, you may submit the concerns to us for review and correction.
+
+
+Open Source Model Licensed under the Apache-2.0:
+--------------------------------------------------------------------
+1. Qwen3-VL-2B-Instruct
+Copyright 2024 Alibaba Cloud
+Please note this model has been modified by Tencent in this distribution.
+
+ 
+
+Terms of the Apache-2.0：
+--------------------------------------------------------------------
+Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
+      and distribution as defined by Sections 1 through 9 of this document.
+
+      "Licensor" shall mean the copyright owner or entity authorized by
+      the copyright owner that is granting the License.
+
+      "Legal Entity" shall mean the union of the acting entity and all
+      other entities that control, are controlled by, or are under common
+      control with that entity. For the purposes of this definition,
+      "control" means (i) the power, direct or indirect, to cause the
+      direction or management of such entity, whether by contract or
+      otherwise, or (ii) ownership of fifty percent (50%) or more of the
+      outstanding shares, or (iii) beneficial ownership of such entity.
+
+      "You" (or "Your") shall mean an individual or Legal Entity
+      exercising permissions granted by this License.
+
+      "Source" form shall mean the preferred form for making modifications,
+      including but not limited to software source code, documentation
+      source, and configuration files.
+
+      "Object" form shall mean any form resulting from mechanical
+      transformation or translation of a Source form, including but
+      not limited to compiled object code, generated documentation,
+      and conversions to other media types.
+
+      "Work" shall mean the work of authorship, whether in Source or
+      Object form, made available under the License, as indicated by a
+      copyright notice that is included in or attached to the work
+      (an example is provided in the Appendix below).
+
+      "Derivative Works" shall mean any work, whether in Source or Object
+      form, that is based on (or derived from) the Work and for which the
+      editorial revisions, annotations, elaborations, or other modifications
+      represent, as a whole, an original work of authorship. For the purposes
+      of this License, Derivative Works shall not include works that remain
+      separable from, or merely link (or bind by name) to the interfaces of,
+      the Work and Derivative Works thereof.
+
+      "Contribution" shall mean any work of authorship, including
+      the original version of the Work and any modifications or additions
+      to that Work or Derivative Works thereof, that is intentionally
+      submitted to Licensor for inclusion in the Work by the copyright owner
+      or by an individual or Legal Entity authorized to submit on behalf of
+      the copyright owner. For the purposes of this definition, "submitted"
+      means any form of electronic, verbal, or written communication sent
+      to the Licensor or its representatives, including but not limited to
+      communication on electronic mailing lists, source code control systems,
+      and issue tracking systems that are managed by, or on behalf of, the
+      Licensor for the purpose of discussing and improving the Work, but
+      excluding communication that is conspicuously marked or otherwise
+      designated in writing by the copyright owner as "Not a Contribution."
+
+      "Contributor" shall mean Licensor and any individual or Legal Entity
+      on behalf of whom a Contribution has been received by Licensor and
+      subsequently incorporated within the Work.
+
+   2. Grant of Copyright License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      copyright license to reproduce, prepare Derivative Works of,
+      publicly display, publicly perform, sublicense, and distribute the
+      Work and such Derivative Works in Source or Object form.
+
+   3. Grant of Patent License. Subject to the terms and conditions of
+      this License, each Contributor hereby grants to You a perpetual,
+      worldwide, non-exclusive, no-charge, royalty-free, irrevocable
+      (except as stated in this section) patent license to make, have made,
+      use, offer to sell, sell, import, and otherwise transfer the Work,
+      where such license applies only to those patent claims licensable
+      by such Contributor that are necessarily infringed by their
+      Contribution(s) alone or by combination of their Contribution(s)
+      with the Work to which such Contribution(s) was submitted. If You
+      institute patent litigation against any entity (including a
+      cross-claim or counterclaim in a lawsuit) alleging that the Work
+      or a Contribution incorporated within the Work constitutes direct
+      or contributory patent infringement, then any patent licenses
+      granted to You under this License for that Work shall terminate
+      as of the date such litigation is filed.
+
+   4. Redistribution. You may reproduce and distribute copies of the
+      Work or Derivative Works thereof in any medium, with or without
+      modifications, and in Source or Object form, provided that You
+      meet the following conditions:
+
+      (a) You must give any other recipients of the Work or
+          Derivative Works a copy of this License; and
+
+      (b) You must cause any modified files to carry prominent notices
+          stating that You changed the files; and
+
+      (c) You must retain, in the Source form of any Derivative Works
+          that You distribute, all copyright, patent, trademark, and
+          attribution notices from the Source form of the Work,
+          excluding those notices that do not pertain to any part of
+          the Derivative Works; and
+
+      (d) If the Work includes a "NOTICE" text file as part of its
+          distribution, then any Derivative Works that You distribute must
+          include a readable copy of the attribution notices contained
+          within such NOTICE file, excluding those notices that do not
+          pertain to any part of the Derivative Works, in at least one
+          of the following places: within a NOTICE text file distributed
+          as part of the Derivative Works; within the Source form or
+          documentation, if provided along with the Derivative Works; or,
+          within a display generated by the Derivative Works, if and
+          wherever such third-party notices normally appear. The contents
+          of the NOTICE file are for informational purposes only and
+          do not modify the License. You may add Your own attribution
+          notices within Derivative Works that You distribute, alongside
+          or as an addendum to the NOTICE text from the Work, provided
+          that such additional attribution notices cannot be construed
+          as modifying the License.
+
+      You may add Your own copyright statement to Your modifications and
+      may provide additional or different license terms and conditions
+      for use, reproduction, or distribution of Your modifications, or
+      for any such Derivative Works as a whole, provided Your use,
+      reproduction, and distribution of the Work otherwise complies with
+      the conditions stated in this License.
+
+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
+      this License, without any additional terms or conditions.
+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
+      with Licensor regarding such Contributions.
+
+   6. Trademarks. This License does not grant permission to use the trade
+      names, trademarks, service marks, or product names of the Licensor,
+      except as required for reasonable and customary use in describing the
+      origin of the Work and reproducing the content of the NOTICE file.
+
+   7. Disclaimer of Warranty. Unless required by applicable law or
+      agreed to in writing, Licensor provides the Work (and each
+      Contributor provides its Contributions) on an "AS IS" BASIS,
+      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+      implied, including, without limitation, any warranties or conditions
+      of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
+      PARTICULAR PURPOSE. You are solely responsible for determining the
+      appropriateness of using or redistributing the Work and assume any
+      risks associated with Your exercise of permissions under this License.
+
+   8. Limitation of Liability. In no event and under no legal theory,
+      whether in tort (including negligence), contract, or otherwise,
+      unless required by applicable law (such as deliberate and grossly
+      negligent acts) or agreed to in writing, shall any Contributor be
+      liable to You for damages, including any direct, indirect, special,
+      incidental, or consequential damages of any character arising as a
+      result of this License or out of the use or inability to use the
+      Work (including but not limited to damages for loss of goodwill,
+      work stoppage, computer failure or malfunction, or any and all
+      other commercial damages or losses), even if such Contributor
+      has been advised of the possibility of such damages.
+
+   9. Accepting Warranty or Additional Liability. While redistributing
+      the Work or Derivative Works thereof, You may choose to offer,
+      and charge a fee for, acceptance of support, warranty, indemnity,
+      or other liability obligations and/or rights consistent with this
+      License. However, in accepting such obligations, You may act only
+      on Your own behalf and on Your sole responsibility, not on behalf
+      of any other Contributor, and only if You agree to indemnify,
+      defend, and hold each Contributor harmless for any liability
+      incurred by, or claims asserted against, such Contributor by reason
+      of your accepting any such warranty or additional liability.
+
+   END OF TERMS AND CONDITIONS
+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
+      boilerplate notice, with the fields enclosed by brackets "[]"
+      replaced with your own identifying information. (Don't include
+      the brackets!)  The text should be enclosed in the appropriate
+      comment syntax for the file format. We also recommend that a
+      file or class name and description of purpose be included on the
+      same "printed page" as the copyright notice for easier
+      identification within third-party archives.
+
+   Copyright [yyyy] [name of copyright owner]
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
+
+

config.json

@@ -0,0 +1,69 @@
+{
+  "architectures": [
+    "Qwen3VLForConditionalGeneration"
+  ],
+  "bos_token_id": null,
+  "dtype": "bfloat16",
+  "eos_token_id": 151645,
+  "image_token_id": 151655,
+  "model_type": "qwen3_vl",
+  "pad_token_id": 151643,
+  "text_config": {
+    "attention_bias": false,
+    "attention_dropout": 0.0,
+    "bos_token_id": 151643,
+    "dtype": "bfloat16",
+    "eos_token_id": 151645,
+    "head_dim": 128,
+    "hidden_act": "silu",
+    "hidden_size": 2048,
+    "initializer_range": 0.02,
+    "intermediate_size": 6144,
+    "max_position_embeddings": 262144,
+    "model_type": "qwen3_vl_text",
+    "num_attention_heads": 16,
+    "num_hidden_layers": 28,
+    "num_key_value_heads": 8,
+    "pad_token_id": null,
+    "rms_norm_eps": 1e-06,
+    "rope_parameters": {
+      "mrope_interleaved": true,
+      "mrope_section": [
+        24,
+        20,
+        20
+      ],
+      "rope_theta": 5000000,
+      "rope_type": "default"
+    },
+    "tie_word_embeddings": false,
+    "use_cache": true,
+    "vocab_size": 152680
+  },
+  "tie_word_embeddings": false,
+  "transformers_version": "5.5.3",
+  "video_token_id": 151656,
+  "vision_config": {
+    "deepstack_visual_indexes": [
+      5,
+      11,
+      17
+    ],
+    "depth": 24,
+    "dtype": "bfloat16",
+    "hidden_act": "gelu_pytorch_tanh",
+    "hidden_size": 1024,
+    "in_channels": 3,
+    "initializer_range": 0.02,
+    "intermediate_size": 4096,
+    "model_type": "qwen3_vl",
+    "num_heads": 16,
+    "num_position_embeddings": 2304,
+    "out_hidden_size": 2048,
+    "patch_size": 16,
+    "spatial_merge_size": 2,
+    "temporal_patch_size": 2
+  },
+  "vision_end_token_id": 151653,
+  "vision_start_token_id": 151652
+}

ios/wevisone_vl_2b_decode_int8hu_pf64/metadata.json

@@ -0,0 +1,36 @@
+{
+  "metadata_version": "0.2",
+  "kind": "llm",
+  "name": "wevisone_vl_2b_decode_int8hu_pf64",
+  "assets": {
+    "main": "wevisone_vl_2b_decode_int8hu_pf64.aimodel"
+  },
+  "language": {
+    "tokenizer": "tencent/WeVisOne-VL-2B",
+    "vocab_size": 152680,
+    "max_context_length": 4096,
+    "embedded_tokenizer": true,
+    "function_map": {
+      "main": [
+        "main",
+        "prefill"
+      ]
+    },
+    "outputs": [
+      "logits",
+      "last_hidden"
+    ]
+  },
+  "source": {
+    "model_definition": "torch",
+    "hf_model_id": "tencent/WeVisOne-VL-2B",
+    "hf_revision": "3dad9ce8bcb6fbe0aea945bf8860bd2cfc3663bf"
+  },
+  "compression": {
+    "scheme": "int8hu"
+  },
+  "compilation": {
+    "date": "2026-10-24T14:15:44.065804+00:00",
+    "targets": []
+  }
+}

ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/chat_template.jinja

@@ -0,0 +1,120 @@
+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0].role == 'system' %}
+        {%- if messages[0].content is string %}
+            {{- messages[0].content }}
+        {%- else %}
+            {%- for content in messages[0].content %}
+                {%- if 'text' in content %}
+                    {{- content.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {{- '\n\n' }}
+    {%- endif %}
+    {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
+{%- else %}
+    {%- if messages[0].role == 'system' %}
+        {{- '<|im_start|>system\n' }}
+        {%- if messages[0].content is string %}
+            {{- messages[0].content }}
+        {%- else %}
+            {%- for content in messages[0].content %}
+                {%- if 'text' in content %}
+                    {{- content.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- set image_count = namespace(value=0) %}
+{%- set video_count = namespace(value=0) %}
+{%- for message in messages %}
+    {%- if message.role == "user" %}
+        {{- '<|im_start|>' + message.role + '\n' }}
+        {%- if message.content is string %}
+            {{- message.content }}
+        {%- else %}
+            {%- for content in message.content %}
+                {%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
+                    {%- set image_count.value = image_count.value + 1 %}
+                    {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
+                    <|vision_start|><|image_pad|><|vision_end|>
+                {%- elif content.type == 'video' or 'video' in content %}
+                    {%- set video_count.value = video_count.value + 1 %}
+                    {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
+                    <|vision_start|><|video_pad|><|vision_end|>
+                {%- elif 'text' in content %}
+                    {{- content.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "assistant" %}
+        {{- '<|im_start|>' + message.role + '\n' }}
+        {%- if message.content is string %}
+            {{- message.content }}
+        {%- else %}
+            {%- for content_item in message.content %}
+                {%- if 'text' in content_item %}
+                    {{- content_item.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {%- if message.tool_calls %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if (loop.first and message.content) or (not loop.first) %}
+                    {{- '\n' }}
+                {%- endif %}
+                {%- if tool_call.function %}
+                    {%- set tool_call = tool_call.function %}
+                {%- endif %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {%- if message.content is string %}
+            {{- message.content }}
+        {%- else %}
+            {%- for content in message.content %}
+                {%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
+                    {%- set image_count.value = image_count.value + 1 %}
+                    {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
+                    <|vision_start|><|image_pad|><|vision_end|>
+                {%- elif content.type == 'video' or 'video' in content %}
+                    {%- set video_count.value = video_count.value + 1 %}
+                    {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
+                    <|vision_start|><|video_pad|><|vision_end|>
+                {%- elif 'text' in content %}
+                    {{- content.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {{- '\n</tool_response>' }}
+        {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+{%- endif %}

ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3bb172429b952469b51c64783f52fa01c26d1b30f1f31a4693e385a43f9cfc5e
+size 11607393

ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "backend": "tokenizers",
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "model_max_length": 8192,
+  "pad_token": "<|endoftext|>",
+  "padding_side": "right",
+  "processor_class": "Qwen3VLProcessor",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

ios/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.aimodel/main.hash

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ios/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.aimodel/main.mlirb

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ios/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.aimodel/metadata.json

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+  "assetVersion" : "2.0",
+  "creationDate" : "20261024T170051Z",
+  "producer" : "coreai-core 1.0.0b2"
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ios/wevisone_vl_2b_vision_taps_g14.aimodel/metadata.json

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+  "producer" : "coreai-core 1.0.0b2",
+  "creationDate" : "20261024T170057Z"
+}

ios/wv_mask_a_g28_n16_fp16_hf.aimodel/main.mlirb

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ios/wv_mask_b_fp16.aimodel/metadata.json

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macos/wevisone_vl_2b_decode_int8hu_pf64/metadata.json

@@ -0,0 +1,36 @@
+{
+  "metadata_version": "0.2",
+  "kind": "llm",
+  "name": "wevisone_vl_2b_decode_int8hu_pf64",
+  "assets": {
+    "main": "wevisone_vl_2b_decode_int8hu_pf64.aimodel"
+  },
+  "language": {
+    "tokenizer": "tencent/WeVisOne-VL-2B",
+    "vocab_size": 152680,
+    "max_context_length": 4096,
+    "embedded_tokenizer": true,
+    "function_map": {
+      "main": [
+        "main",
+        "prefill"
+      ]
+    },
+    "outputs": [
+      "logits",
+      "last_hidden"
+    ]
+  },
+  "source": {
+    "model_definition": "torch",
+    "hf_model_id": "tencent/WeVisOne-VL-2B",
+    "hf_revision": "3dad9ce8bcb6fbe0aea945bf8860bd2cfc3663bf"
+  },
+  "compression": {
+    "scheme": "int8hu"
+  },
+  "compilation": {
+    "date": "2026-10-24T14:15:44.065804+00:00",
+    "targets": []
+  }
+}

macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/chat_template.jinja

@@ -0,0 +1,120 @@
+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0].role == 'system' %}
+        {%- if messages[0].content is string %}
+            {{- messages[0].content }}
+        {%- else %}
+            {%- for content in messages[0].content %}
+                {%- if 'text' in content %}
+                    {{- content.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {{- '\n\n' }}
+    {%- endif %}
+    {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
+{%- else %}
+    {%- if messages[0].role == 'system' %}
+        {{- '<|im_start|>system\n' }}
+        {%- if messages[0].content is string %}
+            {{- messages[0].content }}
+        {%- else %}
+            {%- for content in messages[0].content %}
+                {%- if 'text' in content %}
+                    {{- content.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- set image_count = namespace(value=0) %}
+{%- set video_count = namespace(value=0) %}
+{%- for message in messages %}
+    {%- if message.role == "user" %}
+        {{- '<|im_start|>' + message.role + '\n' }}
+        {%- if message.content is string %}
+            {{- message.content }}
+        {%- else %}
+            {%- for content in message.content %}
+                {%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
+                    {%- set image_count.value = image_count.value + 1 %}
+                    {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
+                    <|vision_start|><|image_pad|><|vision_end|>
+                {%- elif content.type == 'video' or 'video' in content %}
+                    {%- set video_count.value = video_count.value + 1 %}
+                    {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
+                    <|vision_start|><|video_pad|><|vision_end|>
+                {%- elif 'text' in content %}
+                    {{- content.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "assistant" %}
+        {{- '<|im_start|>' + message.role + '\n' }}
+        {%- if message.content is string %}
+            {{- message.content }}
+        {%- else %}
+            {%- for content_item in message.content %}
+                {%- if 'text' in content_item %}
+                    {{- content_item.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {%- if message.tool_calls %}
+            {%- for tool_call in message.tool_calls %}
+                {%- if (loop.first and message.content) or (not loop.first) %}
+                    {{- '\n' }}
+                {%- endif %}
+                {%- if tool_call.function %}
+                    {%- set tool_call = tool_call.function %}
+                {%- endif %}
+                {{- '<tool_call>\n{"name": "' }}
+                {{- tool_call.name }}
+                {{- '", "arguments": ' }}
+                {%- if tool_call.arguments is string %}
+                    {{- tool_call.arguments }}
+                {%- else %}
+                    {{- tool_call.arguments | tojson }}
+                {%- endif %}
+                {{- '}\n</tool_call>' }}
+            {%- endfor %}
+        {%- endif %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {%- if message.content is string %}
+            {{- message.content }}
+        {%- else %}
+            {%- for content in message.content %}
+                {%- if content.type == 'image' or 'image' in content or 'image_url' in content %}
+                    {%- set image_count.value = image_count.value + 1 %}
+                    {%- if add_vision_id %}Picture {{ image_count.value }}: {% endif -%}
+                    <|vision_start|><|image_pad|><|vision_end|>
+                {%- elif content.type == 'video' or 'video' in content %}
+                    {%- set video_count.value = video_count.value + 1 %}
+                    {%- if add_vision_id %}Video {{ video_count.value }}: {% endif -%}
+                    <|vision_start|><|video_pad|><|vision_end|>
+                {%- elif 'text' in content %}
+                    {{- content.text }}
+                {%- endif %}
+            {%- endfor %}
+        {%- endif %}
+        {{- '\n</tool_response>' }}
+        {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+{%- endif %}

macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json

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+version https://git-lfs.github.com/spec/v1
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+size 11607393

macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer_config.json

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+{
+  "add_prefix_space": false,
+  "backend": "tokenizers",
+  "bos_token": null,
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "extra_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "model_max_length": 8192,
+  "pad_token": "<|endoftext|>",
+  "padding_side": "right",
+  "processor_class": "Qwen3VLProcessor",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}

macos/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist

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+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+<dict>
+	<key>Package Version</key>
+	<dict>
+		<key>7.0.63</key>
+		<dict>
+			<key>ANERegionsHash</key>
+			<dict>
+				<key>h16c</key>
+				<string>BDE3DCBCBE3FF29F9670AFE5BAD7BEB25F4D1B3ACA8BF56ADA19126AB1565DBA_E3B0C44298FC1C149AFBF4C8996FB92427AE41E4649B934CA495991B7852B855</string>
+			</dict>
+			<key>Adapters by rank</key>
+			<dict/>
+			<key>Binary File Resources</key>
+			<dict/>
+			<key>Callables</key>
+			<dict/>
+			<key>CallablesHash</key>
+			<integer>0</integer>
+			<key>Data File Names</key>
+			<array/>
+			<key>GPU adapter present</key>
+			<string>NO</string>
+			<key>Optimized Modules</key>
+			<dict>
+				<key>[
+  "{\n  \"entryFunctionName\" : \"main_9wemocz7YmEwKSHhsD5JpQ\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\n  ],\n  \"compilationDescriptor\" : {\n    \"enableANECValidationWorkflow\" : true,\n    \"reducedPrecisionFastMath\" : 0,\n    \"entryFunctionName\" : \"\",\n    \"enableCompileResourcesForPackage\" : true,\n    \"useANELLIR\" : true,\n    \"shapeShifterCacheThreads\" : 1,\n    \"disableShapeFolding\" : false,\n    \"optimizationProfile\" : 0,\n    \"enableANEFWToFWSignal\" : false,\n    \"optimizationLevel\" : 1,\n    \"includeDebugInfo\" : false,\n    \"addUniqueIdToMLIRLocations\" : true,\n    \"maximumNumberOfParallelEncodingRegions\" : 1,\n    \"aneCompilerSpatialSplitting\" : 3,\n    \"compilerOptions\" : 1691022,\n    \"preferredDevice\" : 1,\n    \"enableMLIRDiagnostics\" : false,\n    \"enableShapeEquivalence\" : false,\n    \"enableShapeShifter\" : true,\n    \"enableShapeShifterCache\" : false,\n    \"shapeShifterTILevel\" : 0,\n    \"verifyTypeInference\" : false,\n    \"printANEPlacementAnalysis\" : false,\n    \"inputShapeRanges\" : null,\n    \"enableANELateLatch\" : false,\n    \"minimumNumberOfOpsInParallelRegion\" : 100,\n    \"enableANECHWRankPromotion\" : true,\n    \"enableParallelEncode\" : true,\n    \"allowedComputeDevices\" : 1,\n    \"aneBondedCompileMode\" : 0,\n    \"enableMemrefBufferization\" : true\n  },\n  \"inputShapesCount\" : 0,\n  \"inputShapes\" : [\n\n  ],\n  \"callablesHash\" : 0\n}",
+  "{\n  \"entryFunctionName\" : \"prefill_XD-8vTsIy9TpBGgDaYBkTQ\",\n  \"deviceDescriptor\" : [\n    0,\n    40,\n    \"h16c\"\n  ],\n  \"compilationDescriptor\" : {\n    \"enableANECValidationWorkflow\" : true,\n    \"reducedPrecisionFastMath\" : 0,\n    \"entryFunctionName\" : \"\",\n    \"enableCompileResourcesForPackage\" : true,\n    \"useANELLIR\" : true,\n    \"shapeShifterCacheThreads\" : 1,\n    \"disableShapeFolding\" : false,\n    \"optimizationProfile\" : 0,\n    \"enableANEFWToFWSignal\" : false,\n    \"optimizationLevel\" : 1,\n    \"includeDebugInfo\" : false,\n    \"addUniqueIdToMLIRLocations\" : true,\n    \"maximumNumberOfParallelEncodingRegions\" : 1,\n    \"aneCompilerSpatialSplitting\" : 3,\n    \"compilerOptions\" : 1691022,\n    \"preferredDevice\" : 1,\n    \"enableMLIRDiagnostics\" : false,\n    \"enableShapeEquivalence\" : false,\n    \"enableShapeShifter\" : true,\n    \"enableShapeShifterCache\" : false,\n    \"shapeShifterTILevel\" : 0,\n    \"verifyTypeInference\" : false,\n    \"printANEPlacementAnalysis\" : false,\n    \"inputShapeRanges\" : null,\n    \"enableANELateLatch\" : false,\n    \"minimumNumberOfOpsInParallelRegion\" : 100,\n    \"enableANECHWRankPromotion\" : true,\n    \"enableParallelEncode\" : true,\n    \"allowedComputeDevices\" : 1,\n    \"aneBondedCompileMode\" : 0,\n    \"enableMemrefBufferization\" : true\n  },\n  \"inputShapesCount\" : 0,\n  \"inputShapes\" : [\n\n  ],\n  \"callablesHash\" : 0\n}"
+]</key>
+				<dict>
+					<key>Entry Function Attributes</key>
+					<dict>
+						<key>main_9wemocz7YmEwKSHhsD5JpQ_0</key>
+						<array>
+							<string>mps.disablePreAllocate</string>
+							<dict>
+								<key>mps.stateInputIndices</key>
+								<array>
+									<integer>0</integer>
+									<integer>1</integer>
+								</array>
+							</dict>
+							<dict>
+								<key>mps.tokenResIndices</key>
+								<array>
+									<integer>2</integer>
+									<integer>3</integer>
+								</array>
+							</dict>
+							<string>mps.disableNDX</string>
+						</array>
+						<key>prefill_XD-8vTsIy9TpBGgDaYBkTQ_1</key>
+						<array>
+							<string>mps.disablePreAllocate</string>
+							<dict>
+								<key>mps.stateInputIndices</key>
+								<array>
+									<integer>0</integer>
+									<integer>1</integer>
+								</array>
+							</dict>
+							<dict>
+								<key>mps.tokenResIndices</key>
+								<array>
+									<integer>2</integer>
+									<integer>3</integer>
+								</array>
+							</dict>
+							<string>mps.disableNDX</string>
+						</array>
+					</dict>
+					<key>File Name</key>
+					<string>specialized_model_1.mpsgraph</string>
+					<key>Key to Symbol Name</key>
+					<dict>
+						<key>{
+  "entryFunctionName" : "main_9wemocz7YmEwKSHhsD5JpQ",
+  "deviceDescriptor" : [
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+  },
+  "inputShapesCount" : 0,
+  "inputShapes" : [
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+  ],
+  "callablesHash" : 0
+}</key>
+						<string>main_9wemocz7YmEwKSHhsD5JpQ_0</string>
+						<key>{
+  "entryFunctionName" : "prefill_XD-8vTsIy9TpBGgDaYBkTQ",
+  "deviceDescriptor" : [
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+    40,
+    "h16c"
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+  "compilationDescriptor" : {
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+    "entryFunctionName" : "",
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+  },
+  "inputShapesCount" : 0,
+  "inputShapes" : [
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+  ],
+  "callablesHash" : 0
+}</key>
+						<string>prefill_XD-8vTsIy9TpBGgDaYBkTQ_1</string>
+					</dict>
+					<key>Used In Cache</key>
+					<array>
+						<string>{
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+  "inputShapes" : [
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+  ],
+  "callablesHash" : 0
+}</string>
+						<string>{
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+}</string>
+					</array>
+				</dict>
+			</dict>
+			<key>Optimized No Device Modules</key>
+			<dict/>
+			<key>Optimized No Device Resources Used</key>
+			<dict/>
+			<key>Optimized Resources Used</key>
+			<dict>
+				<key>[
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macos/wevisone_vl_2b_vision_taps_g14.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist

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+	<dict>
+		<key>7.0.63</key>
+		<dict>
+			<key>ANERegionsHash</key>
+			<dict>
+				<key>h16c</key>
+				<string>BDE3DCBCBE3FF29F9670AFE5BAD7BEB25F4D1B3ACA8BF56ADA19126AB1565DBA_E3B0C44298FC1C149AFBF4C8996FB92427AE41E4649B934CA495991B7852B855</string>
+			</dict>
+			<key>Adapters by rank</key>
+			<dict/>
+			<key>Binary File Resources</key>
+			<dict/>
+			<key>Callables</key>
+			<dict/>
+			<key>CallablesHash</key>
+			<integer>0</integer>
+			<key>Data File Names</key>
+			<array/>
+			<key>GPU adapter present</key>
+			<string>NO</string>
+			<key>Optimized Modules</key>
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+]</key>
+				<dict>
+					<key>Entry Function Attributes</key>
+					<dict>
+						<key>main_9wemocz7YmEwKSHhsD5JpQ_0</key>
+						<array>
+							<string>mps.aneAlignedIO</string>
+							<string>mps.disablePreAllocate</string>
+							<string>mps.disableNDX</string>
+						</array>
+					</dict>
+					<key>File Name</key>
+					<string>specialized_model_0.mpsgraph</string>
+					<key>Key to Symbol Name</key>
+					<dict>
+						<key>{
+  "entryFunctionName" : "main_9wemocz7YmEwKSHhsD5JpQ",
+  "deviceDescriptor" : [
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+    40,
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+    "disableShapeFolding" : false,
+    "optimizationProfile" : 0,
+    "enableANEFWToFWSignal" : false,
+    "optimizationLevel" : 1,
+    "includeDebugInfo" : false,
+    "addUniqueIdToMLIRLocations" : true,
+    "maximumNumberOfParallelEncodingRegions" : 1,
+    "aneCompilerSpatialSplitting" : 3,
+    "compilerOptions" : 1691023,
+    "preferredDevice" : 1,
+    "enableMLIRDiagnostics" : false,
+    "enableShapeEquivalence" : false,
+    "enableShapeShifter" : true,
+    "enableShapeShifterCache" : false,
+    "shapeShifterTILevel" : 0,
+    "verifyTypeInference" : false,
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+    "enableANELateLatch" : false,
+    "minimumNumberOfOpsInParallelRegion" : 100,
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+    2,
+    1,
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+  ],
+  "callablesHash" : 0
+}</key>
+						<string>main_9wemocz7YmEwKSHhsD5JpQ_0</string>
+					</dict>
+					<key>Used In Cache</key>
+					<array>
+						<string>{
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+  "deviceDescriptor" : [
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+    "includeDebugInfo" : false,
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+    "aneCompilerSpatialSplitting" : 3,
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+    "enableShapeEquivalence" : false,
+    "enableShapeShifter" : true,
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+    "shapeShifterTILevel" : 0,
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+    "printANEPlacementAnalysis" : false,
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+  "callablesHash" : 0
+}</string>
+					</array>
+				</dict>
+			</dict>
+			<key>Optimized No Device Modules</key>
+			<dict/>
+			<key>Optimized No Device Resources Used</key>
+			<dict/>
+			<key>Optimized Resources Used</key>
+			<dict>
+				<key>[
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+]</key>
+				<array>
+					<string>tmp_23</string>
+					<string>tmp_19</string>
+					<string>tmp_14</string>
+					<string>tmp_25</string>
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+					<string>tmp_12</string>
+					<string>tmp_5</string>
+				</array>
+			</dict>
+			<key>Original</key>
+			<string></string>
+			<key>Original Module Serialized</key>
+			<false/>
+			<key>Original Resources Used</key>
+			<array/>
+			<key>RDFFMap</key>
+			<dict/>
+			<key>Resource Offsets</key>
+			<dict>
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+				<key>tmp_9</key>
+				<integer>239636</integer>
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+			<key>Resource Storage Mode</key>
+			<integer>1</integer>
+		</dict>
+	</dict>
+</dict>
+</plist>

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