diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..338301b54abf9007e50ee976406fafa6c988ad98 100644 --- a/.gitattributes +++ b/.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 diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..b562e0dbeb89f03720b43a42e9117c1d80a86405 --- /dev/null +++ b/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 + 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. + + +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. + + diff --git a/config.json b/config.json new file mode 100644 index 0000000000000000000000000000000000000000..e6cc5e5a53feb537abd09630affc319db5ebc23e --- /dev/null +++ b/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 +} diff --git a/ios/wevisone_vl_2b_decode_int8hu_pf64/metadata.json b/ios/wevisone_vl_2b_decode_int8hu_pf64/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c655e29aec673809a0fb5a693d909b7a2a4994c3 --- /dev/null +++ b/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": [] + } +} \ No newline at end of file diff --git a/ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/chat_template.jinja b/ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..124386803f142761528f710e77ae483f5f8c4fc4 --- /dev/null +++ b/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 XML tags:\n" }} + {%- for tool in tools %} + {{- "\n" }} + {{- tool | tojson }} + {%- endfor %} + {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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 %} + {{- '\n{"name": "' }} + {{- tool_call.name }} + {{- '", "arguments": ' }} + {%- if tool_call.arguments is string %} + {{- tool_call.arguments }} + {%- else %} + {{- tool_call.arguments | tojson }} + {%- endif %} + {{- '}\n' }} + {%- endfor %} + {%- endif %} + {{- '<|im_end|>\n' }} + {%- elif message.role == "tool" %} + {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %} + {{- '<|im_start|>user' }} + {%- endif %} + {{- '\n\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' }} + {%- 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 %} diff --git a/ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json b/ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json new file mode 100644 index 0000000000000000000000000000000000000000..bb99faa441c660301f179ad43c22b25a752761d2 --- /dev/null +++ b/ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3bb172429b952469b51c64783f52fa01c26d1b30f1f31a4693e385a43f9cfc5e +size 11607393 diff --git a/ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer_config.json b/ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..c60af60635cecd85ffa3adb698ecea8c16aea246 --- /dev/null +++ b/ios/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer_config.json @@ -0,0 +1,24 @@ +{ + "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 +} diff --git a/ios/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.aimodel/main.hash b/ios/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.aimodel/main.hash new file mode 100644 index 0000000000000000000000000000000000000000..1b481a5be79ed2441451b5741f52cf5cdde10aa0 --- /dev/null +++ b/ios/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.aimodel/main.hash @@ -0,0 +1 @@ +*(uMQs*vD‡n[N \ No newline at end of file diff --git a/ios/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.aimodel/main.mlirb 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-0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ffcf2e67979851773849aa9d7d28cf2c1b006c45333375422e59ba7249288ac8 +size 19540442 diff --git a/ios/wv_mask_a_g28_n16_fp16_hf.aimodel/metadata.json b/ios/wv_mask_a_g28_n16_fp16_hf.aimodel/metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..85bd5a9ca672921f68abda8f5eecf788f768a776 --- /dev/null +++ b/ios/wv_mask_a_g28_n16_fp16_hf.aimodel/metadata.json @@ -0,0 +1,5 @@ +{ + "assetVersion" : "2.0", + "creationDate" : "20261024T170058Z", + "producer" : "coreai-core 1.0.0b2" +} \ No newline at end of file diff --git a/ios/wv_mask_b_fp16.aimodel/main.hash b/ios/wv_mask_b_fp16.aimodel/main.hash new file mode 100644 index 0000000000000000000000000000000000000000..c9124212e53970506219a19f6b779c43588afcc5 --- /dev/null +++ b/ios/wv_mask_b_fp16.aimodel/main.hash @@ -0,0 +1 @@ +]kyg3xrw1ף X)gjIJ \ No newline at end of file diff --git a/ios/wv_mask_b_fp16.aimodel/main.mlirb 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0000000000000000000000000000000000000000..c655e29aec673809a0fb5a693d909b7a2a4994c3 --- /dev/null +++ b/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": [] + } +} \ No newline at end of file diff --git a/macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/chat_template.jinja b/macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/chat_template.jinja new file mode 100644 index 0000000000000000000000000000000000000000..124386803f142761528f710e77ae483f5f8c4fc4 --- /dev/null +++ b/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 XML tags:\n" }} + {%- for tool in tools %} + {{- "\n" }} + {{- tool | tojson }} + {%- endfor %} + {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|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 %} + {{- '\n{"name": "' }} + {{- tool_call.name }} + {{- '", "arguments": ' }} + {%- if tool_call.arguments is string %} + {{- tool_call.arguments }} + {%- else %} + {{- tool_call.arguments | tojson }} + {%- endif %} + {{- '}\n' }} + {%- endfor %} + {%- endif %} + {{- '<|im_end|>\n' }} + {%- elif message.role == "tool" %} + {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %} + {{- '<|im_start|>user' }} + {%- endif %} + {{- '\n\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' }} + {%- 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 %} diff --git a/macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json b/macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json new file mode 100644 index 0000000000000000000000000000000000000000..bb99faa441c660301f179ad43c22b25a752761d2 --- /dev/null +++ b/macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3bb172429b952469b51c64783f52fa01c26d1b30f1f31a4693e385a43f9cfc5e +size 11607393 diff --git a/macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer_config.json b/macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer_config.json new file mode 100644 index 0000000000000000000000000000000000000000..c60af60635cecd85ffa3adb698ecea8c16aea246 --- /dev/null +++ b/macos/wevisone_vl_2b_decode_int8hu_pf64/tokenizer/tokenizer_config.json @@ -0,0 +1,24 @@ +{ + "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 +} diff --git a/macos/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist b/macos/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist new file mode 100644 index 0000000000000000000000000000000000000000..6ae4b4c94f21a728b3fc96a83f5ce3ac37e39e39 --- /dev/null +++ b/macos/wevisone_vl_2b_decode_int8hu_pf64/wevisone_vl_2b_decode_int8hu_pf64.h16c.aimodelc/main-h16c-delegates/MPSGraph/mpsExecutable.mpsgraphpackage/manifest.plist @@ -0,0 +1,2336 @@ + + + + + Package Version + + 7.0.63 + + ANERegionsHash + + h16c + BDE3DCBCBE3FF29F9670AFE5BAD7BEB25F4D1B3ACA8BF56ADA19126AB1565DBA_E3B0C44298FC1C149AFBF4C8996FB92427AE41E4649B934CA495991B7852B855 + + Adapters by rank + + Binary File Resources + + Callables + + CallablesHash + 0 + Data File Names + + GPU adapter present + NO + Optimized Modules + + [ + "{\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 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