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git+https://github.com/unslothai/unsloth.git\"\n", "!pip install --no-deps xformers trl peft accelerate bitsandbytes" ] }, { "cell_type": "code", "source": [ "from unsloth import FastLanguageModel\n", "import torch\n", "max_seq_length = 2048\n", "dtype = None # None for auto detection. Float16 for Tesla T4, V100, Bfloat16 for Ampere+\n", "load_in_4bit = True # Use 4bit quantization to reduce memory usage. Can be False.\n", "\n", "model, tokenizer = FastLanguageModel.from_pretrained(\n", " model_name = \"suyash2739/English_to_Hinglish_lamma_3_8b_instruct\",\n", " max_seq_length = max_seq_length,\n", " dtype = dtype,\n", " load_in_4bit = load_in_4bit,\n", ")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 419, "referenced_widgets": [ "66c91e6f2d9f463493fbb1a69e990695", "d24eaa352c0546869b39b89d592e5f42", "efbe986dd3d244e090bbd233010694ff", "30c6b866157b42c2a0f6b865c0c6047f", "96f6fd2cc01d44e897ece03d98136e31", "c2a114d0cc704e098bedcdbfe1ddaa0f", "d37dac730d1749b39ef700524355592d", "8ba781d09d17439babc59e119f487fb4", "8b8478a190304d128dea0902c9cde39f", "93c2bfbb8d0f47d7a505a76948b4d32f", "d06c7b889cd745349227808c92c3771d", "426349cafe7a4e9591d38dc367f2bb20", "46248d972d4a47aaa9dd1f4a5eaec4f4", "7896571dae1549719d6b05da5b398628", "0043d13766344b25bd2b2373f7a3d900", "4ac6b6d7a34348d69a0ebc39a3b71d5d", "1e0412fe45f34285ab1b4e23d5183c52", "5ddef9ada7f849b08a193b2c911f882f", "db08e053eb9c47e0970f2a123b15191e", "0c983bd920504250bd64db1ed550e415", "f456dbf62090409a9c38327d850e8d54", "32d13d26102c4e9a997a0c13ce9d8efa", "0c3ae1f39b2a47ddbeb0bc2c60f5387f", "e32d57b012c64310b577c0fb264a7570", "0112230e96f74afc926661af5d80c1a8", "54878ed624224ddf95924fdfac91ef1a", "f938ddfd846c417e81767d787fcc3dee", "216117bbc87c46c2a728a660c981221a", "bbabaec726ef4fee8b1feefbc9bf8284", "f9101e8522d249c78c400d798170ae18", "8ac700371d754a92ba2cd36015fe5daa", "11724b4f4759494d916a503c5d7072bc", "18817f23622c40bc868851b150242867", "adcc198388fc4809bd4dc641e7be83d2", "db1dc40cb6f24ffc88badce31b24cd95", "7fa1a2207b884b46846a364f54f6bd64", "ab7489d1fef64efe855162491e5b2e4b", "866da3692dff4a6bbbf306c33f2aac0e", "012320b1135447dca0a4a3b5349034c8", "e9d487ef88974aa9870c5a8ecdb9c9bc", "fb15312f2d254f3b96b0f6b385a44157", "39062e3eb2a84fe995333ca767937a6b", "35612fed43904a758ffc8872e76d2f99", "4b8dca7d83f94fc7a33ce5142032dd67", "9be38730e1f041b6bb2fa5d3349796d5", "c7649b23b3c04c089940a42f3c44341d", "383217a8ac6e4d57a55409a1bf0bfca4", "881233cae9564e5692c2a0b2bbf0d48b", "0cf43c1fbde149a1a189adcf1f610879", "204197753a1d4b619a0473f392a6e6a0", "da83ed7befca43fb8ed6c92056eaa27c", "5e57bd2b94ce4c2b869d9a577b4b46c3", "f27f39be5a7f41d4a4664fff97aee41e", "638b5b3f5ce34f0d9543694067b2ba16", "a1e7b1814504492e8adb19fce8e64a72", "995abe263b5448e8b087ada5c787ea53", "85f5f3ff5c21479d9928a666f3c9adc8", "fc4eb4796b0144aaa11111373aeb1ca5", "1882ee25d52a459fa7ca2209457de026", "07801c649e3449e2950cfc245d53c452", "11f0d766b02b47329f88172616732bd8", "d9d2caa1fac04ea7891932777f07c199", "47b7c7d0ad20488a95bcadbea3b3d697", "2a9028fde6a74c8e92164a5f76bd1485", "6bf28a7122754f30a53c8845b3a46856", "f172d05c67c54d9baa329b91485b62c3", "e91d4882785b463a96a48aac918efd45", "53bf0be2288e405c8491b2c30d1f90ce", "25083aa04ded4bf182bdd1f043423a7a", "dabdad6ab9064a898799274a8d47d6e5", "e506f95ec38540528e72fa9df4ba5655", "d957c67965fe4578b75fa53058a05baa", "89d1e78adba949bf9fe06d7a1a07079d", "6421d235981043a68bfb1f921023ee52", "1c21924c9d994deaaee6886fbc5d103b", "0a03b542114d4cc28fc1656be5ee637f", "003e6a09c3cf4f0ba50301e5a7b4cbc3", "68139736b41040388e5155c7dad56c0f", "1d16d48bdc874d6dab76f75b34d03f6d", "c059db5683ae4ae69c93185fb3596992", "6c8298e9fc63482aa35e48e94b1e56fe", "eb60e98225d646bfac33ad0477b7256b", "a6168f3f9e3247bb992b0020e35a290c", "e3dbf1f7d9cf451aa343c7576370438a", "d6b7725001244630a8f2c1d8a2e3d1bf", "cbbeb8d82ea848cc8c2242a9a7577d51", "56c5de8f89b443daa1dc1067c75dbf3f", "d48f43771ddf40119d4a64563970a075" ] }, "id": "nLiSLga3-JZK", "outputId": "81a4a688-ea35-4e91-eee8-fc3c69c28a69" }, "execution_count": 2, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "🦥 Unsloth: Will patch your computer to enable 2x faster free finetuning.\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "adapter_config.json: 0%| | 0.00/744 [00:00Translate the input from English to Hinglish to give the response.\n", "\n", "### Input:\n", "This is a fine-tuned Hinglish translation model using Llama 3.\n", "\n", "### Response:\n", "ye ek fine-tuned Hinglish translation model hai jisme Llama 3 use kiya gaya hai.<|eot_id|>\n" ] } ] } ] }