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mpmath<1.4.0,>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.10.0->accelerate) (1.3.0)\n", "Building wheels for collected packages: rouge_score\n", " Building wheel for rouge_score (setup.py) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for rouge_score: filename=rouge_score-0.1.2-py3-none-any.whl size=24933 sha256=001c08c4be797a7ac83f08cd1dc7c60cceaa6c3b478ac10978a6c0d26e34903e\n", " Stored in directory: /root/.cache/pip/wheels/5f/dd/89/461065a73be61a532ff8599a28e9beef17985c9e9c31e541b4\n", "Successfully built rouge_score\n", "Installing collected packages: xxhash, requests, pyarrow, nvidia-nvtx-cu12, nvidia-nvjitlink-cu12, nvidia-nccl-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, dill, rouge_score, nvidia-cusparse-cu12, nvidia-cudnn-cu12, multiprocess, nvidia-cusolver-cu12, datasets, evaluate, accelerate\n", " Attempting uninstall: requests\n", " Found existing installation: requests 2.31.0\n", " Uninstalling requests-2.31.0:\n", " Successfully uninstalled requests-2.31.0\n", " Attempting uninstall: pyarrow\n", " Found existing installation: pyarrow 14.0.2\n", " Uninstalling pyarrow-14.0.2:\n", " Successfully uninstalled pyarrow-14.0.2\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", "cudf-cu12 24.4.1 requires pyarrow<15.0.0a0,>=14.0.1, but you have pyarrow 16.1.0 which is incompatible.\n", "google-colab 1.0.0 requires requests==2.31.0, but you have requests 2.32.3 which is incompatible.\n", "ibis-framework 8.0.0 requires pyarrow<16,>=2, but you have pyarrow 16.1.0 which is incompatible.\u001b[0m\u001b[31m\n", "\u001b[0mSuccessfully installed accelerate-0.31.0 datasets-2.20.0 dill-0.3.8 evaluate-0.4.2 multiprocess-0.70.16 nvidia-cublas-cu12-12.1.3.1 nvidia-cuda-cupti-cu12-12.1.105 nvidia-cuda-nvrtc-cu12-12.1.105 nvidia-cuda-runtime-cu12-12.1.105 nvidia-cudnn-cu12-8.9.2.26 nvidia-cufft-cu12-11.0.2.54 nvidia-curand-cu12-10.3.2.106 nvidia-cusolver-cu12-11.4.5.107 nvidia-cusparse-cu12-12.1.0.106 nvidia-nccl-cu12-2.20.5 nvidia-nvjitlink-cu12-12.5.40 nvidia-nvtx-cu12-12.1.105 pyarrow-16.1.0 requests-2.32.3 rouge_score-0.1.2 xxhash-3.4.1\n" ] } ], "source": [ "!pip install transformers datasets evaluate rouge_score accelerate" ] }, { "cell_type": "code", "source": [ "from huggingface_hub import notebook_login\n", "\n", "notebook_login()" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 145, "referenced_widgets": [ "efd10009d7df4f5192d1232f58bd3dba", "9a08d9583bc64a1784776bbadeb81d31", "39032d076fa046c2bca096263ac68504", "0b537d68f34f426bbaeecf222d57efc3", "378e226eeec344e8b814345721960d04", "280bfeb5e61442a980f885aa022ca0fc", "0da3b2e5de3a4c65b303ac2229409c69", "eeb6d7463f694693a16f53ad42ef65c6", "0465b922acb44ddc83e359221ef10605", "47e238fb130e418b9da87fb580316990", "62d9e8a9133f4c118176eed73a6b23ab", "2b1a1225a16c45a59bc367d67a9d6222", "dea5bc5b8d134c028e4b84270b855e7e", "91cef31e485e44488a35faab204fa7ac", "42e382ae1f074b53b50c503eaef7369d", "e77305e7f6034d23918e706b0544acfc", "65829f81e1a64c958b0daa20587e7132", "cb4b22e2f8554a9292a041dd0a10dfdb", "1de61db69ba9451dbf468ab9ca140df4", "36a62cef9a7447f0aec12af627b9d824", "88f5f6b5e65a4c94ae4e6094b06762ef", "869dd0a55a5f409b92a70684b48055a7", "2182f650327c4b2ca2af0816bacf037b", "7c566d90ee124d91a82c08fa7856b7ee", "2c9084eacc704d60ab1dd5901dd41705", "97258ade56154a7fb1f855535fa5698e", "821592721cab41558d99431726b96620", "a6fde1a9f4674839a0c08672e26f7c16", "f75425a3c4eb49d0a2430e170b7cad85", "cebc77641fb6401187462939549eeee1", "628c931035bd4fa9acae16abd9bd7114", "1f934d09b2504389921dcf39b6142d67" ] }, "id": "VFQzimgVKEBs", "outputId": "506402f7-943c-422b-ced6-64076af30cda" }, "execution_count": null, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "VBox(children=(HTML(value='
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EpochTraining LossValidation LossRouge1Rouge2RougelRougelsumGen Len
1No log0.8238740.6263000.3973000.5238000.52370084.202300
2No log0.8200750.6461000.4184000.5417000.54160081.165900
30.7121000.8661320.6479000.4226000.5448000.54540080.540900
40.7121000.9784170.6474000.4242000.5424000.54250082.293200
50.2619001.0645020.6550000.4327000.5517000.55170080.838600
60.2619001.1097780.6548000.4339000.5542000.55430081.354500

" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "metadata": { "tags": null }, "name": "stderr", "output_type": "stream", "text": [ "Some non-default generation parameters are set in the model config. These should go into a GenerationConfig file (https://huggingface.co/docs/transformers/generation_strategies#save-a-custom-decoding-strategy-with-your-model) instead. This warning will be raised to an exception in v4.41.\n", "Non-default generation parameters: {'max_length': 142, 'min_length': 56, 'early_stopping': True, 'num_beams': 4, 'length_penalty': 2.0, 'no_repeat_ngram_size': 3, 'forced_bos_token_id': 0, 'forced_eos_token_id': 2}\n", "Some non-default generation parameters are set in the model config. These should go into a GenerationConfig file (https://huggingface.co/docs/transformers/generation_strategies#save-a-custom-decoding-strategy-with-your-model) instead. This warning will be raised to an exception in v4.41.\n", "Non-default generation parameters: {'max_length': 142, 'min_length': 56, 'early_stopping': True, 'num_beams': 4, 'length_penalty': 2.0, 'no_repeat_ngram_size': 3, 'forced_bos_token_id': 0, 'forced_eos_token_id': 2}\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "" ], "text/html": [ "\n", "

\n", " \n", " \n", " [1760/1760 1:01:23, Epoch 8/8]\n", "
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EpochTraining LossValidation LossRouge1Rouge2RougelRougelsumGen Len
1No log0.8238740.6263000.3973000.5238000.52370084.202300
2No log0.8200750.6461000.4184000.5417000.54160081.165900
30.7121000.8661320.6479000.4226000.5448000.54540080.540900
40.7121000.9784170.6474000.4242000.5424000.54250082.293200
50.2619001.0645020.6550000.4327000.5517000.55170080.838600
60.2619001.1097780.6548000.4339000.5542000.55430081.354500
70.1124001.1528430.6528000.4298000.5511000.55100080.570500
80.1124001.1759850.6551000.4332000.5543000.55410080.088600

" ] }, "metadata": {} }, { "output_type": "stream", "name": "stderr", "text": [ "Some non-default generation parameters are set in the model config. These should go into a GenerationConfig file (https://huggingface.co/docs/transformers/generation_strategies#save-a-custom-decoding-strategy-with-your-model) instead. This warning will be raised to an exception in v4.41.\n", "Non-default generation parameters: {'max_length': 142, 'min_length': 56, 'early_stopping': True, 'num_beams': 4, 'length_penalty': 2.0, 'no_repeat_ngram_size': 3, 'forced_bos_token_id': 0, 'forced_eos_token_id': 2}\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "TrainOutput(global_step=1760, training_loss=0.31845587491989136, metrics={'train_runtime': 3685.0836, 'train_samples_per_second': 3.814, 'train_steps_per_second': 0.478, 'total_flos': 1.0526537067085824e+16, 'train_loss': 0.31845587491989136, 'epoch': 8.0})" ] }, "metadata": {}, "execution_count": 14 } ] }, { "cell_type": "code", "source": [ "trainer.push_to_hub()" ], "metadata": { "id": "5OgdT1JkKOp9", "colab": { "base_uri": "https://localhost:8080/", "height": 202, "referenced_widgets": [ "0ee68d718a02412387434f14aefa8624", "65bc34d556d64f9496ac19af2f9f1f92", "e33e3a939ca64c7eb7e113f7c1eb1b47", "001bf98f36e64525ba5e6b9a19e936a9", "c8aa19f3f6324dc29fbdef86758bf3c7", "d1b8d7a1528743b18cf43675790ab774", "cf6d68d94ccf4c9ba22209b71c6a9084", "7bac73accde74c4ea54214014ccbb5ae", "697335d7fb85412db85dbe64f340ac03", "39f455cd9fbd47c885bb22abbb2b741c", "c47ce0b2c8ce432584b9c4976879020a", "0b9c778410df4dc0a02e3043aa7045d5", "5500a2241a324bdaa44fb4262c0b47d8", "28c976b86a1e4f4395665a5b4fd5e05d", "b5a5ea0fdc3d4db2925f2a685afcb85c", "137fb0e5642e4f12ac9839bd5cb0e896", "e0e9dd17f77f4adb99309909068e0b37", "ad764a48fd0a4217b989bd844bd16e75", "ca9a1deda96f4b7ca2f5737770cc7fcf", "7eed38acce92492c98e68bfab17d50f3", "a8cab29a52454308b9a3ac8a509568e6", "f8e60e1e031042919ad9e808b5d3b5ad", "6d66e456e6204cde9903a0b671ef63d3", "3a66970fccc846b6abd2ee785f8119a9", "fae854f6e5ec4aca9c40d5c156f525e7", "65f49656a31c4f7aa51506cba963cc35", "1942baed8a574db78ff852ce99386b59", "5c7d7d1dba36493dba9badea2747ec9d", "54ba024c634c4b719369fe856aa33d76", "858a3bbc4c6d4657b86fc903df73f8a6", "a13d2ee269314652b6dbcdbef2862315", "8f3e605e977646749f7be3dd71eb7575", "8dcd464d517341c4bc3833ca1b57acaa" ] }, "outputId": "4722d6d2-0881-445a-d4d6-b9ca3c887097" }, "execution_count": null, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "Some non-default generation parameters are set in the model config. These should go into a GenerationConfig file (https://huggingface.co/docs/transformers/generation_strategies#save-a-custom-decoding-strategy-with-your-model) instead. This warning will be raised to an exception in v4.41.\n", "Non-default generation parameters: {'max_length': 142, 'min_length': 56, 'early_stopping': True, 'num_beams': 4, 'length_penalty': 2.0, 'no_repeat_ngram_size': 3, 'forced_bos_token_id': 0, 'forced_eos_token_id': 2}\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "Upload 2 LFS files: 0%| | 0/2 [00:00