├── README.md ├── LICENSE ├── .gitignore └── Qwen2 VL Video.ipynb /README.md: -------------------------------------------------------------------------------- 1 | # Chat-with-Video-using-Qwen2-VL 2 | Chat with Video using Qwen2-VL Model. 3 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2024 AI Anytime 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | share/python-wheels/ 24 | *.egg-info/ 25 | .installed.cfg 26 | *.egg 27 | MANIFEST 28 | 29 | # PyInstaller 30 | # Usually these files are written by a python script from a template 31 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 32 | *.manifest 33 | *.spec 34 | 35 | # Installer logs 36 | pip-log.txt 37 | pip-delete-this-directory.txt 38 | 39 | # Unit test / coverage reports 40 | htmlcov/ 41 | .tox/ 42 | .nox/ 43 | .coverage 44 | .coverage.* 45 | .cache 46 | nosetests.xml 47 | coverage.xml 48 | *.cover 49 | *.py,cover 50 | .hypothesis/ 51 | .pytest_cache/ 52 | cover/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | .pybuilder/ 76 | target/ 77 | 78 | # Jupyter Notebook 79 | .ipynb_checkpoints 80 | 81 | # IPython 82 | profile_default/ 83 | ipython_config.py 84 | 85 | # pyenv 86 | # For a library or package, you might want to ignore these files since the code is 87 | # intended to run in multiple environments; otherwise, check them in: 88 | # .python-version 89 | 90 | # pipenv 91 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 92 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 93 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 94 | # install all needed dependencies. 95 | #Pipfile.lock 96 | 97 | # poetry 98 | # Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. 99 | # This is especially recommended for binary packages to ensure reproducibility, and is more 100 | # commonly ignored for libraries. 101 | # https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control 102 | #poetry.lock 103 | 104 | # pdm 105 | # Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. 106 | #pdm.lock 107 | # pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it 108 | # in version control. 109 | # https://pdm.fming.dev/latest/usage/project/#working-with-version-control 110 | .pdm.toml 111 | .pdm-python 112 | .pdm-build/ 113 | 114 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm 115 | __pypackages__/ 116 | 117 | # Celery stuff 118 | celerybeat-schedule 119 | celerybeat.pid 120 | 121 | # SageMath parsed files 122 | *.sage.py 123 | 124 | # Environments 125 | .env 126 | .venv 127 | env/ 128 | venv/ 129 | ENV/ 130 | env.bak/ 131 | venv.bak/ 132 | 133 | # Spyder project settings 134 | .spyderproject 135 | .spyproject 136 | 137 | # Rope project settings 138 | .ropeproject 139 | 140 | # mkdocs documentation 141 | /site 142 | 143 | # mypy 144 | .mypy_cache/ 145 | .dmypy.json 146 | dmypy.json 147 | 148 | # Pyre type checker 149 | .pyre/ 150 | 151 | # pytype static type analyzer 152 | .pytype/ 153 | 154 | # Cython debug symbols 155 | cython_debug/ 156 | 157 | # PyCharm 158 | # JetBrains specific template is maintained in a separate JetBrains.gitignore that can 159 | # be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore 160 | # and can be added to the global gitignore or merged into this file. 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wheel for flash_attn (setup.py) ... \u001b[?25l\u001b[?25hdone\n"," Created wheel for flash_attn: filename=flash_attn-2.6.3-cp310-cp310-linux_x86_64.whl size=187309225 sha256=237ef9c6157db394e1ddde4ba609a21ebb98382377a27041edc09318801a6f24\n"," Stored in directory: /root/.cache/pip/wheels/7e/e3/c3/89c7a2f3c4adc07cd1c675f8bb7b9ad4d18f64a72bccdfe826\n","Successfully built transformers flash_attn\n","Installing collected packages: flash_attn, transformers\n"," Attempting uninstall: transformers\n"," Found existing installation: transformers 4.44.2\n"," Uninstalling transformers-4.44.2:\n"," Successfully uninstalled transformers-4.44.2\n","Successfully installed flash_attn-2.6.3 transformers-4.45.0.dev0\n","Collecting qwen_vl_utils\n"," Downloading qwen_vl_utils-0.0.4-py3-none-any.whl.metadata (3.4 kB)\n","Collecting av\n"," Downloading av-13.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (4.4 kB)\n","Requirement already satisfied: pillow in 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Anytime","userId":"17552813243112873021"}}},"execution_count":3,"outputs":[]},{"cell_type":"code","source":["model = Qwen2VLForConditionalGeneration.from_pretrained(\n"," model_name, torch_dtype=torch.bfloat16, attn_implementation=\"flash_attention_2\", device_map=\"auto\"\n",")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":362,"referenced_widgets":["7cfda9c8615e4d66be62413eb2054168","b144020bd3cd478ba4727a603bc4edc6","3249ffba159845ecab2b96025ba42afc","e8045cd4364b49a2a80dcce9dd0b7934","490ade02d0d3461fa6c69d3fcdd1a564","bf9c3506db9847b78088d8a1fbd380e7","334a6af6de70461ea627474cb0d2e342","8e49de3dcf9241dd87b4c864f4c336d9","c20c1976f26f478ca75ae05e34603e0c","e1977a1201af466e86fa306f1a4ea90c","50bf18cce2d048c8bfd7fd595807f0cb","e8f6d864d15a49d7a2124a9b0e434da9","7ef88159fba74ede9556bb60205ffaa1","b0252fcc07eb469b840cbb3c8a47da8d","1683fe4df8304f77a6ea822fb517902b","8fd50381855f4b6fbf5d2dea96a97230","a503384adbc54c158c22d1fe69d951d2","87feb85fde1843e1b0eb96fb1cbf58e9","bdf63d6d62e144f4ab6b5dc9d51cf9f5","99ce03020041427193a9e2e544cc2b3d","1018258c32514a5391bd795b3ff6fb09","f9db5c860c1f4af6be65d242a473529e","e713e0bf01e04bf58d9b52c45c8a5146","13c311d55f9345bfa0dbbb9b4858a1c5","4a03054e80f64580995d54f51bb6a426","d9fba00ab52d4cfabda31a6d15d83a69","a1018155c948422b8878af6aa58f036c","5286764d0bc84b5ea1fdcf3082ffebd1","e67193725bfe4961986015d600943ed8","9cf51d68303d4d85bc1d2f731ff62968","204b066360a146a99028ba852ceeaf92","64d12b66de3040e5b919331204377a7f","645ed712f77348bba3fc34c4f8d88fec","e6de60d8af1743b4a7d3052689589edf","92afae05401a40358fffeda52478dae9","067bccf2a4f245adb63c41b1f9eda2c5","7a12d5926e09429791826c237c89823f","6b58c1d2fd02439e9f528cf412aea254","cb369138301e41c19906dbc50095cac8","9537d5bb4499448c81ae73073f285053","42ab9e7e24a14995ad73eb123c0a1e79","6d79e70f581c440faa82cb8c15cdde61","42e0bc1cdedf496fad802de8a060ccb8","e863caf93ce746cc8813e7620707a0fd","5ebd85ca8d8446eb894739183ec3cd32","02d6d761c6984cfea472892112cb9cb1","95acb66c04ea46f29c57325138064ec2","5c5bcca87ae8449cae4e54e44fbb17b4","3411495e0b264fe38129bfd12a17a3ca","962176e104494b9592b60ea9f87ac585","8babeb74c680400dbc6690a176a5e2ba","5f2de0999e7d4bb2991c5ceec8d48723","af891b7025e8443fa1025872095f5845","764c006f906b4bb79ffaf3472d4522c8","cab4dad3c9094937a97dfa7d6b668dc9","b7591a9394544756bfc6d61813d14f05","cb4ce4b42fdf455b9b528e4089c634ff","3a10eacf12824df48c32a824cac4705a","ff771e7f45a945039c9eac6915b8a796","4a76dfa7109c46039e894ddaa4a7c862","4821291de82540589b26f3905aced589","c7b32fada22049e7bdb3459559528963","3062f28d74404640bd9b0def03be0384","6499f6d28b9c46369e97307b223db1c8","50ffcb06dd23494ca0d6f2641de928a8","d6c5597b75594bfb90eaf9ad854785a2","60bac35b4e874954aff0402529771fc5","516cf39ebc4346e98ce072a0f3e2f08e","130e98114da244638c6a76451aa88d43","1a350e8df087425cbe21cfd8f62069a0","cf5479f5378a494e8ee0918977da5dec","5dff96649e554976ac638138531705f3","30c75b05ac914f76b7edac2b040b3b1a","fe4c3f33f13c4769a1ba40778cb15c6c","1bc34e35c84c4475a652e80051b36532","32b28e67d515486bad89a28e1f834f0a","ef1956765f704c83aab3a47211ef2376"]},"id":"JphFMSV4Y27W","executionInfo":{"status":"ok","timestamp":1725555916148,"user_tz":-330,"elapsed":21968,"user":{"displayName":"AI Anytime","userId":"17552813243112873021"}},"outputId":"459e12e4-0021-4500-dc28-f7054a98e295"},"execution_count":4,"outputs":[{"output_type":"stream","name":"stderr","text":["/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_token.py:89: UserWarning: \n","The secret `HF_TOKEN` does not exist in your Colab secrets.\n","To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n","You will be able to reuse this secret in all of your notebooks.\n","Please note that authentication is recommended but still optional to access public models or datasets.\n"," warnings.warn(\n"]},{"output_type":"display_data","data":{"text/plain":["config.json: 0%| | 0.00/1.20k [00:00