{"cells":[{"cell_type":"code","execution_count":1,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":56281,"status":"ok","timestamp":1699017193765,"user":{"displayName":"Lucas Ruiz","userId":"18227400269330035369"},"user_tz":-60},"id":"ne6y4KvsP-YK","outputId":"030da997-b35b-4656-ca61-c991c5bd1666"},"outputs":[{"name":"stdout","output_type":"stream","text":["Collecting git+https://github.com/huggingface/transformers@main\n"," Cloning https://github.com/huggingface/transformers (to revision main) to /tmp/pip-req-build-ijn9gxtf\n"," Running command git clone --filter=blob:none --quiet https://github.com/huggingface/transformers /tmp/pip-req-build-ijn9gxtf\n"," Resolved https://github.com/huggingface/transformers to commit 011b15c1c75a575fcaee5a50de02ff316881816a\n"," Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n"," Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n"," Preparing metadata (pyproject.toml) ... 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\u001b[?25l\u001b[?25hdone\n"," Created wheel for transformers: filename=transformers-4.36.0.dev0-py3-none-any.whl size=7920934 sha256=b2a49950e9f99953136f48acaf046deabe803d97713625bdc90534382ea1b14a\n"," Stored in directory: /tmp/pip-ephem-wheel-cache-9fw4m5vv/wheels/d9/3d/ab/28ae056a634730dae1213fc3321afc3fc1d207699fe3f889cf\n"," Building wheel for ffmpy (setup.py) ... \u001b[?25l\u001b[?25hdone\n"," Created wheel for ffmpy: filename=ffmpy-0.3.1-py3-none-any.whl size=5579 sha256=5d975bf1c41796de7ee85ddd71f270536323e25a0045313de8ce1eafa03015ab\n"," Stored in directory: /root/.cache/pip/wheels/01/a6/d1/1c0828c304a4283b2c1639a09ad86f83d7c487ef34c6b4a1bf\n","Successfully built transformers ffmpy\n","Installing collected packages: pydub, ffmpy, websockets, typing-extensions, tomlkit, shellingham, semantic-version, safetensors, python-multipart, orjson, h11, colorama, annotated-types, aiofiles, uvicorn, starlette, pydantic-core, huggingface-hub, httpcore, tokenizers, pydantic, httpx, diffusers, accelerate, transformers, gradio-client, fastapi, gradio\n"," Attempting uninstall: typing-extensions\n"," Found existing installation: typing_extensions 4.5.0\n"," Uninstalling typing_extensions-4.5.0:\n"," Successfully uninstalled typing_extensions-4.5.0\n"," Attempting uninstall: pydantic\n"," Found existing installation: pydantic 1.10.13\n"," Uninstalling pydantic-1.10.13:\n"," Successfully uninstalled pydantic-1.10.13\n","\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n","lida 0.0.10 requires kaleido, which is not installed.\n","llmx 0.0.15a0 requires cohere, which is not installed.\n","llmx 0.0.15a0 requires openai, which is not installed.\n","llmx 0.0.15a0 requires tiktoken, which is not installed.\n","tensorflow-probability 0.22.0 requires typing-extensions<4.6.0, but you have typing-extensions 4.8.0 which is incompatible.\u001b[0m\u001b[31m\n","\u001b[0mSuccessfully installed accelerate-0.24.1 aiofiles-23.2.1 annotated-types-0.6.0 colorama-0.4.6 diffusers-0.21.4 fastapi-0.104.1 ffmpy-0.3.1 gradio-4.0.2 gradio-client-0.7.0 h11-0.14.0 httpcore-0.18.0 httpx-0.25.0 huggingface-hub-0.17.3 orjson-3.9.10 pydantic-2.4.2 pydantic-core-2.10.1 pydub-0.25.1 python-multipart-0.0.6 safetensors-0.4.0 semantic-version-2.10.0 shellingham-1.5.4 starlette-0.27.0 tokenizers-0.14.1 tomlkit-0.12.0 transformers-4.36.0.dev0 typing-extensions-4.8.0 uvicorn-0.23.2 websockets-11.0.3\n"]}],"source":["%pip install accelerate gradio torch torchvision diffusers git+https://github.com/huggingface/transformers@main"]},{"cell_type":"code","execution_count":2,"metadata":{"executionInfo":{"elapsed":15548,"status":"ok","timestamp":1699017209308,"user":{"displayName":"Lucas Ruiz","userId":"18227400269330035369"},"user_tz":-60},"id":"BACO2_fs0Db-"},"outputs":[],"source":["from transformers import AutoTokenizer, AutoModelForSeq2SeqLM\n","import torch\n","from transformers import pipeline"]},{"cell_type":"code","execution_count":3,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":938,"referenced_widgets":["7d1e457e201440d88b4a1a9daeb38caf","3d85861278aa46e7b89b76591794ff2a","e2d975fb90d84c39a2f98c0403d58a4f","c66953da4e684f86b89f236b32276d73","e669535f0ea345cd92119a8d5752437e","3a0f4dfe79ff4140aa22dea3a9223a3f","e9d94c0425bc48948ef1ab32fff4a67d","834f8b7d1a1f4c67911eac48539e5e75","799ea3f9508640b6b02b0ade6ebd0472","f2a16fe3a30642b2a67b5e70224246e4","ad35d7b8073d43d8a16a26dbb7515af6","1e594c0b7feb4678ac7b840795c8e7f1","f14680f9294a47c7b416b651535e46b7","bb3c142669eb485081ff2e00020825ec","45c5a465024d4ce3949c1cf3b622fc84","6e898e6f80c94b3499a645dfee5d9053","2f9157aabde8495eaf6bb87a6e109424","f4bf5d13e5a843f4a7caf83a0e262921","f4d16b9fed0d40f38f3513da0321ee00","c9e39f3c8dd54c1cad4db1358b7122c9","944a5d7ae32a45508d79262127093488","a8dd0a8d66cf4f00b5f112c5c0a55a9d","c3ad38bc4b124a56a6c06a831f890ed1","731832bfa3ba4311aed3fcceb040fa99","207c8d19421b42f693ca7d37f8bfb897","39d807e94cc64360abe905df12722605","bf25a6a0257748aeb06c3a05899eaaeb","4b3a0648ad114a7f9f3403285a736db5","7047d198053c4cde9d4b1093e5d92a10","58efa5a151c5466fb84cebed7dbfd42c","73387218e252445f9f46e76f1f119394","c902eca15a1d4756a613cc55d2dd9cb3","fe63aa6d1c2b496eb59c48d2304de08b","447c6b8169c44d96b2d8503da205279b","43e320eb30ef46ddb11502eb8e872404","8c9cd843ab274c2e86247888a50d1ae0","a0b21d301a7f4c19802a59a2766ab5f8","55fc7dfc7c8a4674b46bd5acd377d326","f0632473f0ad4526ac10b4d84fb9ed05","86068044f76a4b94bfcbefde2eea07a9","af5ddff71c7a4384afd70e80ef9e8418","ad74a672cbc34d9eb1622cd4885649a5","edc38d226a1d48b9ab1a9d04fe5e8b3a","5a4faa1ba8e2423a9e20aefdcefe02c5","f3659a28119149cb860747cf6ca96e93","81446aef1bcb469aaeaab06d2a7a1836","e92b7cb8c79e4367bcc2a77fff7f77a7","5c898338a94f4490a6ba282c51945d9f","974d9fdd0def429da0b87b05462a06a7","52dc5d29c1e24ef4b51ea88e5a201986","8b09b3dffa4e4178947b5250b5cb650b","8d8eec4707904c709099cfd7218d0d45","4f927b9e3eb34de38856c870e3b038c5","5f811ae4d60b4d90b6749fe6d082c266","e937f6191ed442359f0d3ba6fcf3bb95","b99d1c8439224253992053725bf14998","95d71ae64f7247908fe6672e3d479586","c08ee03a824a440583134a341240b0f4","f4349e2c0e1240db8d5a4d119ac5d132","4fa4467b02ce428cbcca47f5793f03d5","4210922217484924af1d89e7f50d4484","9b6d50eb5f03457d8f1bbf9d377a14ae","d4081643d2ce4eb68c4f58169f6e8076","49bb40085f1f432f835c8ba9815092b0","87be10185dcc4d9c8435310544930ca9","b7cd789702234c768e12951040d1b8b9","f7a22c8221c84190a02a215d6e1f16b2","b7197909f90c4d00aeb6781d91147718","5154123d93de4c399eb8cfbdb700b90c","3163bff0987e4bbe8da8bee82feb47cd","d82d0810d8bd4f30af3d6a13fd55a3c0","a89d30a3716044bc80847a0333405380","daff27c599274b019f1ed1e5e7c8de89","a9c91064d9c8442391cc6fe3b6f7f86e","d1f29df1e9af4798bcfbdf74547413fb","bd2ed5bbfe5f43bdbe00d5d2371c3242","72cd761f610f46238676c780d5e5f4ce","8cbb637a3ad44a329cd87521a205abcd","6aedf8a3ede749ee8e5b9c6289f13f8f","0ff7509ee3a24892aad461ae46af68fa","e28eb5d928864fd087776d09f8387072","adcf3bd1316f40e5ae6c62b7cf62fb11","44be767986ce42329e7d94182aed5d61","f4292a7978434c339802bb1ac150ab58","99ff263aef2046a393e5059cde0252f0","f2e2ff3e060d4e5bbc97eb1ffdcaebd7","f936c133ac1a4953bef167d3f5f7e218","49795449c3254e8393ea83ca8d82ef0c","ffeb044090fd499f81fed5bb14db3d2c","be498966618f4df3b05e3ea0b78639a2","4eb1bc6258aa4f7f840c02a891a5cf68","1426187bf9f047eea13f037b8e30e009","a3aee1891d664044a441c7072e5e7138","1e8551f39f304e308ce6a498405f3df2","1116a53a58db40ee95230e9b88a4a7ca","744a955eb95b4b4399969409c4467466","62ad1e5b11e341179e60e19d5cbf2ba2","043161d8675c46049b3cc1cb719fa210","774661a1755142d1a663173b70233228","70a9d601f9ec424180da879726b638f0","36c3ddb362dc4176985f6c942101daef","d42d9692f71c4768b243d354b0ab816e","d72b1c356a534f0995b071dc9e20e861","cfd7fa1f38a44aaaaf08662b6f9d8831","2193a45797df4a3f9b84a505a0ed96df","bdfdef0327fe485a9868493c59385b65","66909d7d62e940959c2710e946c14104","2f1dc795b73245de84e2cee08b95050e","a15fa142ef904c1f8521115fcffbe704","a218c2949baa4e2d91f5a12318c34f78","0170ea53ea47441e846c7469c1e4f23a","c84203a627284774ab51a47860aa61e0","fa4d8d0270dc41b584409f182c34818e","0dcb667c46cd404aaac4ed26b770b635","ca97c092a79d46cd9d23da559a683df8","f6d557c77492410dbd477014b516ac2c","6bc00e3dd1924dd284bff0cdeb48599d","6019ef2a5d0f408c86b3511283d03f35","5a043889aa70429885689ff6fc9fea51","55326275e7764853b5b3f9d5cfa32706","f6b426495f3d462eae9a269bd64631d9","b98beae45a794c0f86717835185e92b3","4f81e1abbf7041c4a2bc68ef3f5f6c2d","38ee79b79d5b492898d941de66ada836","36929b3c13f64f929b0d1776e0d2db0c","bb00c69316f54322a6b26d07233e0bcc","ea163eadf7994fc684ab35d6d210e23b","6316c2751041485db5765f3a22aedd25","c3e1b074dc52452080ad1e44a10471c0","841ab57427494745ac70476aa30eaf50","62db67408a9049fb8207589d2a137587","1b85c8cf830c430a9bfc8bbcf4918670","76cdccccab0c4706929272e12bcb859d","97d7b6b051c949cf8d5ae3b3a68d0228","31e7d1d38995426e94351225b6e7ecab","924dd0fe501e48aab87824807f081296","9640e1dc14564482961781017d90a5f2","bb4d86de68984808bfd4a4e0b42a3082","75cf764dabfc4a9ca9869318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