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"colab": { "base_uri": "https://localhost:8080/", "height": 249, "referenced_widgets": [ "61fe59af243b4d4396826d374d711aab", "919b9d59496442e6a137d99c2e3dccae", "aa90c1ef1fce4e02becbb02b1cb888fa", "ec1ef9a66f514883a93327f8de848b5a", "cf1364b9c61a42e4a74a4826e40b5e1d", "b471e82e3d154c23a40abba58c5b4b0f", "e121b2ec9b25457cb980abe853b787f3", "229e87605d2e41cc88c88115d4edf6f1", "da2e0a65fd3648f3be2990ee35420101", "173d960caeeb4ce2a6a571820d3df690", "76f2ef2147504e83bae99b3f0b18653b", "e7c6a516a361467fb39cb035d3b49f2b", "522e1727ef21435a94400b98d61d7474", "770e422ae20d48e493a7c62e11709eb0", "c15193e2164c41f3860b5c0742cb2d53", "dd1a7a4cbbc246a5bfdf2054108046c2", "51cddc97a0b44e9794e2b9de146beb73", "0d266e4e0d6245279ce915aad77c0448", "ecc7337ee55c428e81615cdba84e568a", "5f17a276222f42a4a8e7a62490ecf6f5", "91426c1489a3437a8dc2315c1849f085", "8f699c570d224a0fb95bb1babe84306f", "740200ac2eb6452fabc544b82a4a6f1e", "456d181fed564a3087b4e82f8dbceaf8", "0a2d6eb2822e4d8d8a4ea961bc2bd680", "b9987b01f51c43d594fae59bb435f0ee", "3fc3f78f98134db09030ba8136329a82", "bed20a723a8a4d359959450268b75b56", "947d7da665f54dd2ba423e52b6176f34", "9021796be4bb4efd8d3aa0321c69528e", "d399c3fba9e7427abeed40d5c51bed72", "e71a37b6496a4428b0f92dfa8db8f437", "6d9dc0caf05240ba8a21f3d0127a2969", "372431479757450093a308cd494e4868", "270a11afa00b4948adb4e87b435d72f7", "ea70a8c5c4fc426f8c06b0433609dec7", "788b907dded849aaa4421a00389bfdd7", "e9a7358749514e8d9dc91901a8510ecd", "8b86f8087c9b438e906fe4f6faea0e0a", "5f2730de036c4df49ddddb09720a02f3", "58a6ded5d2854e60ada8ea65f3e9b2fa", "24165a556732432f9461474f3c71842a", "54c459a7c8f64bfcbcae4950d100ed8e", "61e99a1b0fec466d9442d0518d00553c", "a0bf1b1a95284ac8a86b5655e4e25467", "8514e82b8c3c4cb499f1194c5d155485", "fc68c8a71c9e446b89197883b8cb0d82", "b29bf6836992418f942a0afeda3cc447", "912c0e0e56d24ca0b6888ab6f45d98d4", "d3eaa373bd5d49c3acc6d12068fe5d86", "347691c853dc4e7888811a2987c063ac", "3d881e09a6c245aba5e064421851bacf", "e0c098d9561642e5b0f96029368e132c", "172892d36c3941e0abd52a12ddb114dd", "d752ef48759941aaa2e84df9126e0bec", "f1fe4854998948f39cfb42f1b9310ffe", "d0d5cafaaa054491b4fab0958f5f25c6", "1cb5565cceaf4665aae429361a4ff9f7", "cd174e1eae634e5aa4cc0d564abfa965", "faa4e734203a4e298516b29ca8fa2532", "e7e764bf05ae4bc0b742941a19deff7d", "ea1e38735ad7424a882b9fa75cb08640", "5a3cf152d9384669880d153284ab9975", "765b57da77804cff91f705a17ac98b97", "6156832063e54b4e979639d08f60f5e8", "1674889f995a49a9b99c9e1b57311b4f", "8795bfc1ebc248d3907822f34831a865", "c917dd3f5c694ecca4f9ae7503239b9a", "1fa51cbf9dda4466af64d0b44c396b9a", "5db654e549d044a19f966a41a9ce5bc0", "1ab19a282b6d4ccbb53c074ad1f2c8f1", "b650dfb4b57447608626bb73e927d53c", "d789ab6723d04c7ca95e76f18ddafd6c", "762b2a39479644eba7b3a34f407e7936", "f0de4cb19c02490e98102c8624a696cb", "a4478439422540b1a2433ad73e76341e", "4b30a7617003482288cedb9d28d7291d" ] }, "id": "6TcNHLBpkvY0", "outputId": "c2e88e82-9751-4564-f0ed-ae0509916731" }, "execution_count": 2, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "Downloading builder script: 0%| | 0.00/4.11k [00:00" ], "text/html": [ "\n", "
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340000.128000
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380000.128200
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760000.121900
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790000.119500
800000.115700

" ] }, "metadata": {} }, { "output_type": "stream", "name": "stderr", "text": [ "Saving model checkpoint to ./training_output/checkpoint-500\n", "Configuration saved in ./training_output/checkpoint-500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-1000\n", "Configuration saved in ./training_output/checkpoint-1000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-1000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-1000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-1000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-1000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-1000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-1500\n", "Configuration saved in ./training_output/checkpoint-1500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-1500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-1500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-1500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-1500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-1500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-2000\n", "Configuration saved in ./training_output/checkpoint-2000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-2000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-2000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-2000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-2000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-2000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-2500\n", "Configuration saved in ./training_output/checkpoint-2500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-2500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-2500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-2500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-2500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-2500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-3000\n", "Configuration saved in ./training_output/checkpoint-3000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-3000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-3000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-3000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-3000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-3000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-3500\n", "Configuration saved in ./training_output/checkpoint-3500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-3500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-3500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-3500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-3500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-3500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-4000\n", "Configuration saved in ./training_output/checkpoint-4000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-4000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-4000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-4000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-4000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-4000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-4500\n", "Configuration saved in ./training_output/checkpoint-4500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-4500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-4500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-4500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-4500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-4500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-5000\n", "Configuration saved in ./training_output/checkpoint-5000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-5000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-5000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-5000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-5000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-5000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-5500\n", "Configuration saved in ./training_output/checkpoint-5500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-5500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-5500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-5500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-5500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-5500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-6000\n", "Configuration saved in ./training_output/checkpoint-6000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-6000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-6000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-6000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-6000/amazon_polarity/head_config.json\n", "Module weights saved in 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"Configuration saved in ./training_output/checkpoint-7000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-7000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-7000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-7000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-7500\n", "Configuration saved in ./training_output/checkpoint-7500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-7500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-7500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-7500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-7500/amazon_polarity/head_config.json\n", "Module weights saved in 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"Configuration saved in ./training_output/checkpoint-8500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-8500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-8500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-8500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-9000\n", "Configuration saved in ./training_output/checkpoint-9000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-9000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-9000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-9000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-9000/amazon_polarity/head_config.json\n", "Module weights saved in 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"Configuration saved in ./training_output/checkpoint-10000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-10000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-10000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-10000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-10500\n", "Configuration saved in ./training_output/checkpoint-10500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-10500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-10500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-10500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-10500/amazon_polarity/head_config.json\n", "Module weights saved in 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"Module weights saved in ./training_output/checkpoint-15000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-15000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-15000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-15500\n", "Configuration saved in ./training_output/checkpoint-15500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-15500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-15500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-15500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-15500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-15500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-16500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-16500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-16500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-17000\n", "Configuration saved in ./training_output/checkpoint-17000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-17000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-17000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-17000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-17000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-17000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-18000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-18000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-18000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-18500\n", "Configuration saved in ./training_output/checkpoint-18500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-18500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-18500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-18500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-18500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-18500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-19000\n", "Configuration saved in ./training_output/checkpoint-19000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-19000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-19000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-19000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-19000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-19000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-19500\n", "Configuration saved in ./training_output/checkpoint-19500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-19500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-19500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-19500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-19500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-19500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-20000\n", "Configuration saved in ./training_output/checkpoint-20000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-20000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-20000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-20000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-20000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-20000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-20500\n", "Configuration saved in ./training_output/checkpoint-20500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-20500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-20500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-20500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-20500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-20500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-21000\n", "Configuration saved in ./training_output/checkpoint-21000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-21000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-21000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-21000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-21000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-21000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-21500\n", "Configuration saved in ./training_output/checkpoint-21500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-21500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-21500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-21500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-21500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-21500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-22000\n", "Configuration saved in ./training_output/checkpoint-22000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-22000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-22000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-22000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-22000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-22000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-22500\n", "Configuration saved in ./training_output/checkpoint-22500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-22500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-22500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-22500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-22500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-22500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-23000\n", "Configuration saved in ./training_output/checkpoint-23000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-23000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-23000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-23000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-23000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-23000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-24000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-24000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-24000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-24500\n", "Configuration saved in ./training_output/checkpoint-24500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-24500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-24500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-24500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-24500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-24500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-25500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-25500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-25500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-26000\n", "Configuration saved in ./training_output/checkpoint-26000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-26000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-26000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-26000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-26000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-26000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-27000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-27000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-27000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-27500\n", "Configuration saved in ./training_output/checkpoint-27500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-27500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-27500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-27500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-27500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-27500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-28500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-28500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-28500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-29000\n", "Configuration saved in ./training_output/checkpoint-29000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-29000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-29000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-29000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-29000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-29000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-30000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-30000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-30000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-30500\n", "Configuration saved in ./training_output/checkpoint-30500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-30500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-30500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-30500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-30500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-30500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-31500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-31500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-31500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-32000\n", "Configuration saved in ./training_output/checkpoint-32000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-32000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-32000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-32000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-32000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-32000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-33000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-33000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-33000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-33500\n", "Configuration saved in ./training_output/checkpoint-33500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-33500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-33500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-33500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-33500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-33500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-34500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-34500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-34500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-35000\n", "Configuration saved in ./training_output/checkpoint-35000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-35000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-35000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-35000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-35000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-35000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-36000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-36000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-36000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-36500\n", "Configuration saved in ./training_output/checkpoint-36500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-36500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-36500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-36500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-36500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-36500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-37000\n", "Configuration saved in ./training_output/checkpoint-37000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-37000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-37000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-37000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-37000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-37000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-37500\n", "Configuration saved in ./training_output/checkpoint-37500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-37500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-37500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-37500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-37500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-37500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-38000\n", "Configuration saved in ./training_output/checkpoint-38000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-38000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-38000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-38000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-38000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-38000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-38500\n", "Configuration saved in ./training_output/checkpoint-38500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-38500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-38500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-38500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-38500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-38500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-39000\n", "Configuration saved in ./training_output/checkpoint-39000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-39000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-39000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-39000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-39000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-39000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-39500\n", "Configuration saved in ./training_output/checkpoint-39500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-39500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-39500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-39500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-39500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-39500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-40000\n", "Configuration saved in ./training_output/checkpoint-40000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-40000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-40000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-40000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-40000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-40000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-40500\n", "Configuration saved in ./training_output/checkpoint-40500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-40500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-40500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-40500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-40500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-40500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-41000\n", "Configuration saved in ./training_output/checkpoint-41000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-41000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-41000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-41000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-41000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-41000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-42000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-42000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-42000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-42500\n", "Configuration saved in ./training_output/checkpoint-42500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-42500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-42500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-42500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-42500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-42500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-43500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-43500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-43500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-44000\n", "Configuration saved in ./training_output/checkpoint-44000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-44000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-44000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-44000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-44000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-44000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-45000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-45000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-45000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-45500\n", "Configuration saved in ./training_output/checkpoint-45500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-45500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-45500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-45500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-45500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-45500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-46500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-46500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-46500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-47000\n", "Configuration saved in ./training_output/checkpoint-47000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-47000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-47000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-47000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-47000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-47000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-48000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-48000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-48000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-48500\n", "Configuration saved in ./training_output/checkpoint-48500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-48500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-48500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-48500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-48500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-48500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-49500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-49500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-49500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-50000\n", "Configuration saved in ./training_output/checkpoint-50000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-50000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-50000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-50000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-50000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-50000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-51000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-51000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-51000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-51500\n", "Configuration saved in ./training_output/checkpoint-51500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-51500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-51500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-51500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-51500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-51500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-52500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-52500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-52500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-53000\n", "Configuration saved in ./training_output/checkpoint-53000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-53000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-53000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-53000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-53000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-53000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-54000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-54000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-54000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-54500\n", "Configuration saved in ./training_output/checkpoint-54500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-54500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-54500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-54500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-54500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-54500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-55000\n", "Configuration saved in ./training_output/checkpoint-55000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-55000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-55000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-55000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-55000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-55000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-55500\n", "Configuration saved in ./training_output/checkpoint-55500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-55500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-55500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-55500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-55500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-55500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-56000\n", "Configuration saved in ./training_output/checkpoint-56000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-56000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-56000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-56000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-56000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-56000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-56500\n", "Configuration saved in ./training_output/checkpoint-56500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-56500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-56500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-56500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-56500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-56500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-57000\n", "Configuration saved in ./training_output/checkpoint-57000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-57000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-57000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-57000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-57000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-57000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-57500\n", "Configuration saved in ./training_output/checkpoint-57500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-57500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-57500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-57500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-57500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-57500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-58000\n", "Configuration saved in ./training_output/checkpoint-58000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-58000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-58000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-58000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-58000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-58000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-58500\n", "Configuration saved in ./training_output/checkpoint-58500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-58500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-58500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-58500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-58500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-58500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-59000\n", "Configuration saved in ./training_output/checkpoint-59000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-59000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-59000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-59000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-59000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-59000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-60000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-60000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-60000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-60500\n", "Configuration saved in ./training_output/checkpoint-60500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-60500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-60500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-60500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-60500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-60500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-61500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-61500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-61500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-62000\n", "Configuration saved in ./training_output/checkpoint-62000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-62000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-62000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-62000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-62000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-62000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-63000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-63000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-63000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-63500\n", "Configuration saved in ./training_output/checkpoint-63500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-63500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-63500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-63500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-63500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-63500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-64500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-64500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-64500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-65000\n", "Configuration saved in ./training_output/checkpoint-65000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-65000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-65000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-65000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-65000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-65000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-66000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-66000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-66000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-66500\n", "Configuration saved in ./training_output/checkpoint-66500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-66500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-66500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-66500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-66500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-66500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-67500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-67500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-67500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-68000\n", "Configuration saved in ./training_output/checkpoint-68000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-68000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-68000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-68000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-68000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-68000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-69000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-69000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-69000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-69500\n", "Configuration saved in ./training_output/checkpoint-69500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-69500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-69500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-69500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-69500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-69500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-70500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-70500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-70500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-71000\n", "Configuration saved in ./training_output/checkpoint-71000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-71000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-71000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-71000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-71000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-71000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to 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"Module weights saved in ./training_output/checkpoint-72000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-72000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-72000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-72500\n", "Configuration saved in ./training_output/checkpoint-72500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-72500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-72500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-72500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-72500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-72500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-73000\n", "Configuration saved in ./training_output/checkpoint-73000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-73000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-73000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-73000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-73000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-73000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-73500\n", "Configuration saved in ./training_output/checkpoint-73500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-73500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-73500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-73500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-73500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-73500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-74000\n", "Configuration saved in ./training_output/checkpoint-74000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-74000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-74000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-74000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-74000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-74000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-74500\n", "Configuration saved in ./training_output/checkpoint-74500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-74500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-74500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-74500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-74500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-74500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-75000\n", "Configuration saved in ./training_output/checkpoint-75000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-75000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-75000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-75000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-75000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-75000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-75500\n", "Configuration saved in ./training_output/checkpoint-75500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-75500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-75500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-75500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-75500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-75500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-76000\n", "Configuration saved in ./training_output/checkpoint-76000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-76000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-76000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-76000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-76000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-76000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-76500\n", "Configuration saved in ./training_output/checkpoint-76500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-76500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-76500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-76500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-76500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-76500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-77000\n", "Configuration saved in ./training_output/checkpoint-77000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-77000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-77000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-77000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-77000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-77000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-77500\n", "Configuration saved in ./training_output/checkpoint-77500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-77500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-77500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-77500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-77500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-77500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-78000\n", "Configuration saved in ./training_output/checkpoint-78000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-78000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-78000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-78000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-78000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-78000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-78500\n", "Configuration saved in ./training_output/checkpoint-78500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-78500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-78500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-78500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-78500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-78500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-79000\n", "Configuration saved in ./training_output/checkpoint-79000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-79000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-79000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-79000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-79000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-79000/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-79500\n", "Configuration saved in ./training_output/checkpoint-79500/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-79500/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-79500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-79500/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-79500/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-79500/amazon_polarity/pytorch_model_head.bin\n", "Saving model checkpoint to ./training_output/checkpoint-80000\n", "Configuration saved in ./training_output/checkpoint-80000/amazon_polarity/adapter_config.json\n", "Module weights saved in ./training_output/checkpoint-80000/amazon_polarity/pytorch_adapter.bin\n", "Configuration saved in ./training_output/checkpoint-80000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-80000/amazon_polarity/pytorch_model_head.bin\n", "Configuration saved in ./training_output/checkpoint-80000/amazon_polarity/head_config.json\n", "Module weights saved in ./training_output/checkpoint-80000/amazon_polarity/pytorch_model_head.bin\n", "\n", "\n", "Training completed. Do not forget to share your model on huggingface.co/models =)\n", "\n", "\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "TrainOutput(global_step=80000, training_loss=0.13133217878341674, metrics={'train_runtime': 7884.1676, 'train_samples_per_second': 324.701, 'train_steps_per_second': 10.147, 'total_flos': 1.33836672e+17, 'train_loss': 0.13133217878341674, 'epoch': 0.71})" ] }, "metadata": {}, "execution_count": 18 } ] }, { "cell_type": "code", "source": [ "trainer.evaluate()" ], "metadata": { "id": "zvNFeo9d2jLT", "colab": { "base_uri": "https://localhost:8080/", "height": 193 }, "outputId": "514faf96-b7a5-49c5-b831-52b8419f414f" }, "execution_count": 19, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "***** Running Evaluation *****\n", " Num examples = 400000\n", " Batch size = 32\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "" ], "text/html": [ "\n", "

\n", " \n", " \n", " [12500/12500 09:18]\n", "
\n", " " ] }, "metadata": {} }, { "output_type": "execute_result", "data": { "text/plain": [ "{'eval_loss': 0.1150890588760376,\n", " 'eval_acc': 0.95941,\n", " 'eval_runtime': 559.0469,\n", " 'eval_samples_per_second': 715.503,\n", " 'eval_steps_per_second': 22.359,\n", " 'epoch': 0.71}" ] }, "metadata": {}, "execution_count": 19 } ] }, { "cell_type": "code", "source": [ "from transformers import TextClassificationPipeline\n", "\n", "classifier = TextClassificationPipeline(model=model, tokenizer=tokenizer, device=training_args.device.index)\n", "\n", "classifier(\"I came across a lot of reviews stating that it is the best book out there.\")" ], "metadata": { "id": "xMy_GD9v2rcj", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "ecc36d5b-d261-493a-db1b-cfdce6ab18bb" }, "execution_count": 20, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "The model 'RobertaModelWithHeads' is not supported for . Supported models are ['AlbertForSequenceClassification', 'BartForSequenceClassification', 'BertForSequenceClassification', 'BigBirdForSequenceClassification', 'BigBirdPegasusForSequenceClassification', 'BloomForSequenceClassification', 'CamembertForSequenceClassification', 'CanineForSequenceClassification', 'ConvBertForSequenceClassification', 'CTRLForSequenceClassification', 'Data2VecTextForSequenceClassification', 'DebertaForSequenceClassification', 'DebertaV2ForSequenceClassification', 'DistilBertForSequenceClassification', 'ElectraForSequenceClassification', 'ErnieForSequenceClassification', 'EsmForSequenceClassification', 'FlaubertForSequenceClassification', 'FNetForSequenceClassification', 'FunnelForSequenceClassification', 'GPT2ForSequenceClassification', 'GPT2ForSequenceClassification', 'GPTNeoForSequenceClassification', 'GPTJForSequenceClassification', 'IBertForSequenceClassification', 'LayoutLMForSequenceClassification', 'LayoutLMv2ForSequenceClassification', 'LayoutLMv3ForSequenceClassification', 'LEDForSequenceClassification', 'LiltForSequenceClassification', 'LongformerForSequenceClassification', 'LukeForSequenceClassification', 'MarkupLMForSequenceClassification', 'MBartForSequenceClassification', 'MegatronBertForSequenceClassification', 'MobileBertForSequenceClassification', 'MPNetForSequenceClassification', 'MvpForSequenceClassification', 'NezhaForSequenceClassification', 'NystromformerForSequenceClassification', 'OpenAIGPTForSequenceClassification', 'OPTForSequenceClassification', 'PerceiverForSequenceClassification', 'PLBartForSequenceClassification', 'QDQBertForSequenceClassification', 'ReformerForSequenceClassification', 'RemBertForSequenceClassification', 'RobertaForSequenceClassification', 'RobertaPreLayerNormForSequenceClassification', 'RoCBertForSequenceClassification', 'RoFormerForSequenceClassification', 'SqueezeBertForSequenceClassification', 'TapasForSequenceClassification', 'TransfoXLForSequenceClassification', 'XLMForSequenceClassification', 'XLMRobertaForSequenceClassification', 'XLMRobertaXLForSequenceClassification', 'XLNetForSequenceClassification', 'YosoForSequenceClassification', 'XLMRobertaAdapterModel', 'RobertaAdapterModel', 'AlbertAdapterModel', 'BeitAdapterModel', 'BertAdapterModel', 'BertGenerationAdapterModel', 'DistilBertAdapterModel', 'DebertaV2AdapterModel', 'DebertaAdapterModel', 'BartAdapterModel', 'MBartAdapterModel', 'GPT2AdapterModel', 'GPTJAdapterModel', 'T5AdapterModel', 'ViTAdapterModel'].\n" ] }, { "output_type": "execute_result", "data": { "text/plain": [ "[{'label': 'positive', 'score': 0.5589291453361511}]" ] }, "metadata": {}, "execution_count": 20 } ] }, { "cell_type": "code", "source": [ "model.save_adapter(\"./final_adapter\", \"amazon_polarity\")\n", "\n" ], "metadata": { "id": "5HfcCYKQ2-C1", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "3883ab42-b6e6-401f-e588-5132bf2e0e45" }, "execution_count": 21, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "Configuration saved in ./final_adapter/adapter_config.json\n", "Module weights saved in ./final_adapter/pytorch_adapter.bin\n", "Configuration saved in ./final_adapter/head_config.json\n", "Module weights saved in ./final_adapter/pytorch_model_head.bin\n" ] } ] }, { "cell_type": "code", "source": [ "!ls -lh final_adapter" ], "metadata": { "id": "yvhgzENR3IFB", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "28db21cd-3765-4fd7-821a-998c7e676db0" }, "execution_count": 22, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "total 5.7M\n", "-rw-r--r-- 1 root root 1.1K Mar 12 19:38 adapter_config.json\n", "-rw-r--r-- 1 root root 411 Mar 12 19:38 head_config.json\n", "-rw-r--r-- 1 root root 3.5M Mar 12 19:38 pytorch_adapter.bin\n", "-rw-r--r-- 1 root root 2.3M Mar 12 19:38 pytorch_model_head.bin\n" ] } ] }, { "cell_type": "code", "source": [ "from huggingface_hub import notebook_login\n", "notebook_login()" ], "metadata": { "id": "wxYn3clr3Ipj", "colab": { "base_uri": "https://localhost:8080/", "height": 331, "referenced_widgets": [ "61c2452c737d415c85d10dd3ed17aa4c", "c4fc5b13518d4a6eae0cccd81a3caf36", "5b144483be46445b980808056ff57910", "0cd7f3092e5948939f30e57eb2f91abb", "790a4a83933944e1857efb80bed6ad23", "cc6f32c858c74585a162e96793ac73d7", "ac75abf8ecf445128bc56e10631adea9", "bcbd473b51f3405e80bbf486df642b74", "fb6e2f77d271457a8c095ccdfc2bfe91", "bbff9566e7db4204b1c16553162607c7", "37efa5fe164b4f6aac80e5784b52a892", "fdf254c007244453a4b24e1901e54267", "eac346836b0949dcb014ce78246c28c2", "0493945bc8bd49319523f205bc0d9b74", "64027562228a4f66809d47cea1fbdb0a", "e4da69271ef742efa6d4ae29e36f44ff", "cbffc25d940341c0abcd72754d3d0ba5" ] }, "outputId": "9374e8d5-a2f4-4aa2-8325-1c59c42f2cd4" }, "execution_count": 25, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Token is valid.\n", "Your token has been saved in your configured git credential helpers (store).\n", "Your token has been saved to /root/.cache/huggingface/token\n", "Login successful\n" ] } ] }, { "cell_type": "code", "source": [ "model.push_to_hub(\"my-awesome-model\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 185, "referenced_widgets": [ "12e9d13081414c849c0fb9e8490ae3e0", "890b801ff5d24b41ae92123c30c1767f", "b242bac86ce84e0cbf79612e361969cb", "a095d4aa78e644228c53aaa5f021e756", "524acefdb3e04eb9b9df09163d0a2129", "af2a62c9e6df459e849888c810d5947e", "27f460481f454998b6d21a9292b17067", "49f1cdd66ad5401b886d81a280be43d7", "da8c09fdf42c4d0e97785a54038f55f0", "1ffd406b618340a9b1b45fbe34f53086", "30375e39a0c04dd6908a348c2b594cf7", "68698109d01b4b198ec9330903a66beb", "40c385706e98444780136633dc77628f", "f4fef1e0480646e29e8e47b719e3d66f", "a6029a0ad491459abdb510ec26a4b3e0", "bcfae8bf2c4a47a9b8b5e9cf284424ba", "6616c5bc7ec644e9bb99fc28450ec5c7", "4538fde10ec54ecb9d9993524466a221", "bf9d4e65350044baa0067ab0a20bfdca", "30b4c745960c4e89bd0b68f091a0a360", "05574f32bf784c05b0baa7b4d30cde4c", "fde674d39b344b9f849b3338d1b1c814" ] }, "id": "sW_hBu32RSPX", "outputId": "3aac29c6-9c84-4c8f-d642-f4cf0b890f4f" }, "execution_count": 26, "outputs": [ { "output_type": "stream", "name": "stderr", "text": [ "Configuration saved in /tmp/tmp2jblmuy6/config.json\n", "Configuration saved in /tmp/tmp2jblmuy6/generation_config.json\n", "Model weights saved in /tmp/tmp2jblmuy6/pytorch_model.bin\n", "Uploading the following files to DrishtiSharma/my-awesome-model: generation_config.json,pytorch_model.bin,config.json\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "Upload 1 LFS files: 0%| | 0/1 [00:00