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satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->optimum->airllm) (2.8.2)\n", + "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas->datasets->optimum->airllm) (2023.3.post1)\n", + "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.8.1->pandas->datasets->optimum->airllm) (1.16.0)\n", + "Installing collected packages: sentencepiece, pyarrow-hotfix, humanfriendly, dill, multiprocess, coloredlogs, accelerate, datasets, optimum, airllm\n", + "Successfully installed accelerate-0.25.0 airllm-2.6.1 coloredlogs-15.0.1 datasets-2.15.0 dill-0.3.7 humanfriendly-10.0 multiprocess-0.70.15 optimum-1.16.1 pyarrow-hotfix-0.6 sentencepiece-0.1.99\n" + ] + } + ], + "source": [ + "!pip install -U airllm" + ] + }, + { + "cell_type": "code", + "source": [ + "!huggingface-cli logout" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "lFj8n5MUNPcb", + "outputId": "75c794f5-2628-4161-c710-679f381957fd" + }, + "execution_count": 2, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Successfully logged out.\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "!cp ./*.py /usr/local/lib/python3.10/dist-packages/airllm/" + ], + "metadata": { + "id": "aJlIXlhZLh-G" + }, + "execution_count": 1, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "from airllm import AutoModel\n", + "\n", + "MAX_LENGTH = 128\n", + "# could use hugging face model repo id:\n", + "model = AutoModel.from_pretrained(\"SeaLLMs/SeaLLM-7B-Chat\", hf_token='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')\n", + "\n", + "input_text = [\n", + " 'I like',\n", + " ]\n", + "\n", + "input_tokens = model.tokenizer(input_text,\n", + " return_tensors=\"pt\",\n", + " return_attention_mask=False,\n", + " truncation=True,\n", + " max_length=MAX_LENGTH,\n", + " #padding=True\n", + " )\n", + "\n", + "generation_output = model.generate(\n", + " input_tokens['input_ids'].cuda(),\n", + " max_new_tokens=3,\n", + " use_cache=True,\n", + " return_dict_in_generate=True)\n", + "\n", + "model.tokenizer.decode(generation_output.sequences[0])" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000, + "referenced_widgets": [ + "2fa3084162784a6bb551d3faf561752b", + "2b80f5ade9d84932ae78cbf1c317df60", + "75031dfc1ad2465ebd659391b86ec554", + "46a63733bce94158ad236a4d41945d3c", + "a724adb6247f49e388e8cc4400db663d", + "7b16d1a2cacf421da5a8e01d541acc33", + "fb8bf983dc564e4dabd0ae0e1b329ab0", + "434e7ebbd7ef488883e882987190f356", + "c70a872220e0447686ffe20191b8a10c", + "6f9cdbd477354143b357319e31ed7c6a", + "8d6e3c123d7d45a2b4ef714854bc5440", + "63003bfe254c44cf9a3ac0fd544dbadb", + "d29b866616314f888fef643e0ae3e26a", + "587bbca7c8f54c0aaba9a2aaff6449c1", + "b747fcc48fe84ebda17d85e84046ea72", + "94e50b6b2484422ca903958d5d1d2e89", + "8c02792257f0497c82cce610dfa07d5b", + "431d34dcae444df3a94556dfeeff6115", + "fef4c83630e442d59f891f0faae201b6", + "b240e2a4ce3f42c4805e2d13bf0883ff", + "e15479858c734043852e5a42910c05cf", + "5616beaa9f1f4e2db5f3ead2086a2a4d", + "3dd8cc56ce7d44b5bc018862a7bf1f49", + "dc1b6a51e5a841aebec7a3a2882fbe11", + "1812e8ce2b4d417790fbdbb6f69ac7ee", + "4c9354c870bc465eb74631ca6b911203", + "a173a6ba2f9142f1964fbb19a9c081b9", + "3241bbebb1d14fab81dd903ed29d0731", + "f247f8fbc4ef4008a62d0ef000a8846b", + "2a43755fdcfe40059fca1c48a37bc25b", + "0fa7b2c0ce484a1fb02f7f401be613d6", + "0ab5a85f06ea4d9787e03ae82d32cbdb", + "ff72e2b93ebe4d20bf02fb108f4b8de0", + "a244cd3380df46fbbac4d98bd0b0b2b8", + "0e9466039d2c46f295e38dc273e3a177", + "260a46192f234cfeb1c8eef86d72aa43", + "88887f9ffaa7455194e84e7d30f71f5a", + "4add898e73fd46c58bffe808472d8540", + "b4ab61fa50734f0ab29708d65a2d3c44", + "07adfcdf94eb40adbc3a7ae15886cdab", + "406607a1b3e944c19fcb6e2b27691ea1", + "7fa38f87cbe3479db5c1346759bd6de9", + "d4389feb980c47b5b5125bf2bfc0e220", + "b7903c78a2734636b535d32d3b414ab5", + "69baee8ea3174de6b0cc1ef957fd1c1c", + "fbf0538fad294a69ab980bdf117bd16d", + "2b161bf55f4644a1b7ded483b68fe317", + "2956976b3256426e8ceba4e89f37c3c9", + "9b9f18f3febb4ef3913ff9bdee4f105c", + "b506ec7a2df249ccb92f6ab927662111", + "5c96577ede0645fbb3aaf489fea8bb3e", + "6503697bb79746a1b9cac38725c0df42", + "be2710c283894476969413172967f3ba", + "8a8a7240b9834b5386ac61a48877f02d", + "46b6e8a3082546e28b6513ea57a0c064", + "c1c06103dcdb4db0a64830cc913c4c5b", + "74f3f5b96bcb49f095acf8aec7383cd7", + "8a480d4c0f074bf7a4e2676146fa584b", + "9fb08faaa96642aaa48ff65c53f7d55a", + "119cc804911548658e02174d96193266", + "660e5f76a78249ef97a65489c9638603", + "d773b09941504fd28f4d03c30eec3522", + "8a61e7a81a90445880cc01093280bfb7", + "aae4b45479ca4d5384c27d27ade122a8", + "bee652113d9244f79d423b1c57c19f0e", + "b678ca8c037b418e9edc1949d019bdc6", + "5fcc940ef7494873b2e4c9b0d40d9d8e", + "61b8bd3b0f414995af751ad89f9ce682", + "286e7f07fcc84090a72939e80f0afa40", + "7340e864ff3b4ccf9451aa5afea2c45f", + "b0c137014b6d43fe901cf53eca4b3c7b", + "e03d84aa62b14f8ea40d672ceebd6891", + "1f42e83ed5c443af9b90b6f08b9ff556", + "aed8403814854972a69c35312ccd6927", + "dcaf83dce0aa4c3cb3008c920765b1cb", + "963b085ffb774f2184c4131af166106f", + "f5dabb832ab74558b6664a7c3d833cb4", + "73f7e1a3c8184071bbab21ef2c8d0307", + "6561bbfd64004b3b9d8a5d476247669e", + "0028440858d04795bce54d51423ed2cc", + "3d92d2c7772a4ce1b4de1e728f587667", + "176339e09f8f4faeba1a5fbd1360ff0e", + "61a8b903ed43414f877d55b81287a479", + "6cd2d9ea415e41b7935c3f6c7b699bbb", + "dea548ada44f450da763191e56aa0d87", + "49b02d9ba10246fea8f0b615925142b9", + "6e09152eec354432808b0c2b960a99ad", + "c687c20d13604c14a1063898ad66f2c1", + "534d632b0af7431f89c18028ea96ed1c", + "6b7eefdb503b4550a0a21936da6cb3a3", + "cb835acc8b8b4f9f8d7fa5079469510a", + "477094f516a545d591e3057ed9ece367", + "1381e2948af34a0a826f937b88dfa1d7", + "16ce5c58538c4a5f83d6ae0d669b8664", + "fb55b113c532419395fb20e99f1b6913", + "83c66fe7faab4d8e88dfb6324569a779", + "ac07dce4a0e34421a123915f5d31e509", + "8405694021bf475ca4791c6e91aa9703", + "4e71a1c6467d4a80ba99097a8429f8f2" + ] + }, + "id": "EkT9_IdPKqi5", + "outputId": "7a9d677b-ee38-4521-ec3c-2ccc96f036b2" + }, + "execution_count": 3, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "using hf_token\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "config.json: 0%| | 0.00/735 [00:00 I like I like I'" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "string" + } + }, + "metadata": {}, + "execution_count": 3 + } + ] + } + ] +} \ No newline at end of file