{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "0c24ca36-1782-4ce8-8094-6f6528dada19", "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 17, "referenced_widgets": [ "ba8f48a6f5884bde9907399aa8c4f8ed", "99403d12fdd442129e443b3f77520e88", "2639615e2e044ee3bd961b5442304d50", "c0584b04bdd24d3c9d9ae7e8b618ad01", "a96deebcd4294b1d93ca96e29e113311", "dcdc28c930d24a59ad00a982c3df3b9c", "7c3a490ccfc246c8b455799d5ff0ebac", "331a34a3ce5c488a83e9a419b7fc6185", "05f7f349cf1c48f0a722fbafe4ecc5f6", "18e5948b17974b8a9b56e28aa7b076de", "b124df418b684334a353dadc6e254058", "ce5b3d857e65431e98ebfd91438868b5", "4e494937f00a48afbca35aa510a9b588", "ea815648a2a1410fb992b5069518c5bb", "c645046649dc47df9ab6b0e66942ca54", "73a8b9a9bd7b45789cb285dd8649921a", "28274dd9e4c54510bdeda6c3d93320a3", "15fa425cb2534c06a827905c7d7e55ed", "9fd8dbcada584bc39e53beb9a4f8d674", "0482e918702140259e02f01d86d4545b" ] }, "id": "0c24ca36-1782-4ce8-8094-6f6528dada19", "outputId": "107eae51-2d3f-4dde-a52f-60a6181132f7" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "VBox(children=(HTML(value='
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\u001b[31m14.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25hInstalling collected packages: xxhash, shtab, protobuf, hf_transfer, fsspec, dill, multiprocess, tyro, xformers, datasets, cut_cross_entropy, bitsandbytes, trl, unsloth_zoo, unsloth\n", " Attempting uninstall: protobuf\n", " Found existing installation: protobuf 4.25.6\n", " Uninstalling protobuf-4.25.6:\n", " Successfully uninstalled protobuf-4.25.6\n", " Attempting uninstall: fsspec\n", " Found existing installation: fsspec 2024.10.0\n", " Uninstalling fsspec-2024.10.0:\n", " Successfully uninstalled fsspec-2024.10.0\n", "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", "grpcio-status 1.62.3 requires protobuf>=4.21.6, but you have protobuf 3.20.3 which is incompatible.\n", "tensorflow-metadata 1.16.1 requires protobuf<6.0.0dev,>=4.25.2; python_version >= \"3.11\", but you have protobuf 3.20.3 which is incompatible.\n", "gcsfs 2024.10.0 requires fsspec==2024.10.0, but you have fsspec 2024.9.0 which is incompatible.\u001b[0m\u001b[31m\n", "\u001b[0mSuccessfully installed bitsandbytes-0.45.1 cut_cross_entropy-25.1.1 datasets-3.2.0 dill-0.3.8 fsspec-2024.9.0 hf_transfer-0.1.9 multiprocess-0.70.16 protobuf-3.20.3 shtab-1.7.1 trl-0.13.0 tyro-0.9.13 unsloth-2025.1.6 unsloth_zoo-2025.1.5 xformers-0.0.29.post1 xxhash-3.5.0\n" ] }, { "output_type": "display_data", "data": { "application/vnd.colab-display-data+json": { "pip_warning": { "packages": [ "google" ] }, "id": "b61fd98cf8244429881e80542ca272f2" } }, "metadata": {} }, { "output_type": "stream", "name": "stdout", "text": [ "Collecting git+https://github.com/unslothai/unsloth.git\n", " Cloning https://github.com/unslothai/unsloth.git to /tmp/pip-req-build-iy02yqwv\n", " Running command git clone --filter=blob:none --quiet https://github.com/unslothai/unsloth.git /tmp/pip-req-build-iy02yqwv\n", " Resolved https://github.com/unslothai/unsloth.git to commit bdf0cd6033595be4e7ed23d0d002bb176d343152\n", " Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n", " Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n", " Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", "Building wheels for collected packages: unsloth\n", " Building wheel for unsloth (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for unsloth: filename=unsloth-2025.1.7-py3-none-any.whl size=174896 sha256=5977386d292463afdd82edfa2cd951a1c8b3e4cb931135c68c97a45431f6a44f\n", " Stored in directory: /tmp/pip-ephem-wheel-cache-jr5h0vu8/wheels/d1/17/05/850ab10c33284a4763b0595cd8ea9d01fce6e221cac24b3c01\n", "Successfully built unsloth\n", "Installing collected packages: unsloth\n", " Attempting uninstall: unsloth\n", " Found existing installation: unsloth 2025.1.6\n", " Uninstalling unsloth-2025.1.6:\n", " Successfully uninstalled unsloth-2025.1.6\n", "Successfully installed unsloth-2025.1.7\n" ] } ] }, { "cell_type": "code", "execution_count": 3, "id": "50190966-b741-47c4-915e-43c81fd1413a", "metadata": { "id": "50190966-b741-47c4-915e-43c81fd1413a", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "2029dcd1-b219-4847-acbc-8a4fee3c2a07" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Requirement already satisfied: datasets in /usr/local/lib/python3.11/dist-packages (3.2.0)\n", "Requirement already satisfied: tqdm in /usr/local/lib/python3.11/dist-packages (4.67.1)\n", "Requirement already satisfied: filelock in /usr/local/lib/python3.11/dist-packages (from datasets) (3.17.0)\n", "Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.11/dist-packages (from datasets) (1.26.4)\n", "Requirement already satisfied: pyarrow>=15.0.0 in /usr/local/lib/python3.11/dist-packages (from datasets) (17.0.0)\n", "Requirement already satisfied: dill<0.3.9,>=0.3.0 in /usr/local/lib/python3.11/dist-packages (from datasets) (0.3.8)\n", "Requirement already satisfied: pandas in /usr/local/lib/python3.11/dist-packages (from datasets) (2.2.2)\n", "Requirement already satisfied: requests>=2.32.2 in /usr/local/lib/python3.11/dist-packages (from datasets) (2.32.3)\n", "Requirement already satisfied: xxhash in /usr/local/lib/python3.11/dist-packages (from datasets) (3.5.0)\n", "Requirement already satisfied: multiprocess<0.70.17 in /usr/local/lib/python3.11/dist-packages (from datasets) (0.70.16)\n", "Requirement already satisfied: fsspec<=2024.9.0,>=2023.1.0 in /usr/local/lib/python3.11/dist-packages (from fsspec[http]<=2024.9.0,>=2023.1.0->datasets) (2024.9.0)\n", "Requirement already satisfied: aiohttp in /usr/local/lib/python3.11/dist-packages (from datasets) (3.11.11)\n", "Requirement already satisfied: huggingface-hub>=0.23.0 in /usr/local/lib/python3.11/dist-packages (from datasets) (0.27.1)\n", "Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (from datasets) (24.2)\n", "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.11/dist-packages (from datasets) (6.0.2)\n", "Requirement already satisfied: aiohappyeyeballs>=2.3.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (2.4.4)\n", "Requirement already satisfied: aiosignal>=1.1.2 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (1.3.2)\n", "Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (24.3.0)\n", "Requirement already satisfied: frozenlist>=1.1.1 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (1.5.0)\n", "Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (6.1.0)\n", "Requirement already satisfied: propcache>=0.2.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (0.2.1)\n", "Requirement already satisfied: yarl<2.0,>=1.17.0 in /usr/local/lib/python3.11/dist-packages (from aiohttp->datasets) (1.18.3)\n", "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.11/dist-packages (from huggingface-hub>=0.23.0->datasets) (4.12.2)\n", "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.11/dist-packages (from requests>=2.32.2->datasets) (3.4.1)\n", "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.11/dist-packages (from requests>=2.32.2->datasets) (3.10)\n", "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.11/dist-packages (from requests>=2.32.2->datasets) (2.3.0)\n", "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.11/dist-packages (from requests>=2.32.2->datasets) (2024.12.14)\n", "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.11/dist-packages (from pandas->datasets) (2.8.2)\n", "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.11/dist-packages (from pandas->datasets) (2024.2)\n", "Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.11/dist-packages (from pandas->datasets) (2025.1)\n", "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.11/dist-packages (from python-dateutil>=2.8.2->pandas->datasets) (1.17.0)\n", "Requirement already satisfied: unsloth in /usr/local/lib/python3.11/dist-packages (2025.1.7)\n", "Collecting git+https://github.com/unslothai/unsloth.git\n", " Cloning https://github.com/unslothai/unsloth.git to /tmp/pip-req-build-lk7gwggy\n", " Running command git clone --filter=blob:none --quiet https://github.com/unslothai/unsloth.git /tmp/pip-req-build-lk7gwggy\n", " Resolved https://github.com/unslothai/unsloth.git to commit bdf0cd6033595be4e7ed23d0d002bb176d343152\n", " Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n", " Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n", " Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", "Building wheels for collected packages: unsloth\n", " Building wheel for unsloth (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n", " Created wheel for unsloth: filename=unsloth-2025.1.7-py3-none-any.whl size=174896 sha256=7bd63150556b684eaaad79717e2986be0c808d9941d26e49c12ebb24f802be02\n", " Stored in directory: /tmp/pip-ephem-wheel-cache-7krsyhsh/wheels/d1/17/05/850ab10c33284a4763b0595cd8ea9d01fce6e221cac24b3c01\n", "Successfully built unsloth\n", "Installing collected packages: unsloth\n", " Attempting uninstall: unsloth\n", " Found existing installation: unsloth 2025.1.7\n", " Uninstalling unsloth-2025.1.7:\n", " Successfully uninstalled unsloth-2025.1.7\n", "Successfully installed unsloth-2025.1.7\n" ] } ], "source": [ "!pip install datasets tqdm\n", "!pip install unsloth\n", "!pip install --force-reinstall --no-cache-dir --no-deps git+https://github.com/unslothai/unsloth.git" ] }, { "cell_type": "code", "execution_count": 4, "id": "fbc9900d-28d2-4bda-9848-b572fbe778d2", "metadata": { "id": "fbc9900d-28d2-4bda-9848-b572fbe778d2", "colab": { "base_uri": "https://localhost:8080/", "height": 1000, "referenced_widgets": [ "b31b916d6ca94bd2b7b9da83f75b76aa", "e530f47da3f44d318a602f9da8851766", "97bb5fda92ea429b80dd20932d430d2f", "211d6bcdea0748428b66f9e3bf466d2c", "af299a1b0f334cd5afa3f0f39ce6a520", "f3a140d44bf841ad82617cce35b83342", "07af281bc760484c81e1d2f2fa0f88f6", "9499e383483742a4a68251c6d5328945", "0cc1ef183a1d4dedb9f8d4eecbbda5b2", "9fbd0f734c384ee8ae26afb7db92fbd7", "85f2ce600f3f4f509618afd423c64ef2", "a515e2e4a72f41b5bff0f6ed60a95e66", "fb6b315d733045978d07bcd50ec6ca0d", "fdb9aa399ac144908ed05d6292ee74c1", "707ba749d2d743d19af3d9526e69c673", "6934ef69fbaf4d63b2f40898ba61d6df", "a38201bde93e41fb928b3d4ec67b1599", "ebef0809f07b42a6b9e6f0080c3a13aa", "30b2cce3b7994d3cb146b35bd1dda3c2", "7e070f2ff3684035b04c8ec602cf513d", "96bdb015980d42379a490364ac5a174d", "c4e72de0e1be4d5fb98121de0ea58434", "0bdf094b8f5840ba8b11c6dcfab83f36", "7e3ae06a0624405eade3124402f607f8", "6f566e6ebc9c49a2bbc2e84ddaf628a0", "2b9b323092094d3397a68c788dd1adc2", "e62037f47411457c8d27407f321bd526", "c32326871a2241b49bc4783c305a4600", "aaee7ea81ec242e4afbece341a7a14eb", "2d931cefb9094624b7fc0c7338487459", "7f70d63b32264f7daee174adc225fd72", "eedc04b7b9384be89cfdc3025bf54651", "0804f612f6b044d396251418bf813c1f", "4165367abb6247ccacc6bb81f41b2bf2", "22bd3624dd4748909c765df8ac0b81e0", "f093ebac49194a4f9b0497f8b96e2e03", "5a433bb6f7de46aa8898ee6ac737c014", "eade514527f24f2bb3a1d1a7c55e482a", "d2c5eb469bd34904aea6fa45a071ba63", "4d60ecd338b5492cbee84e3d2d94fef3", "754e9ffaf3ff4f3095cfbd1fc0c3f802", "b0c1a4d98b39453fbf64294c919f14dc", "5056da41ff384c9dbbd025309dbb9c42", "a04d32106f2b4971a8c269ccc9cb0d23", "9ff43137b3464169a3d8aff5f8ee7ef8", "960a192f146a4c4a890f3eb8db11604e", "d7c52ab9f8904643b3285821db8d8e71", "985f63b2fab044d4a316016e4b43588e", "b74ecbf03bd44eb091b8b6827dc77b89", "e3d4393d4f574856acfe2768ea87d705", "c2c776c009934f4e9149de98ef0cfa40", "7a3b475038f84ed794874c301b828136", "20604d8664db4162bc65eee708f521c3", "003f429c215e4da4917d25fe41eaa57a", "a98456270de44e0e863aa1ea0013efd6", "fa64244173ff444eb62615cd907d5dee", "119e7e25858f4882bf2784f1bf004db4", "240c28038ca942e582d39656ccd17b7b", "eecbbc9a985844838ebbcdd54e451ffa", "d462401aaf8f473cb6f99a1e33c9cd28", "f0b54881229547c18c7c8a5b9506fbbf", "d09e16f468454f1e8d639c52c0fa4c2d", "648e5b01af7f4dc287e4fa96632abcc0", "199fcb462cfa47f98ef6062627926f11", "bbfd576031014ff1a21531c596dc9201", "7336db601a45475384f871dacd7eece4", 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"322f03ee1f344086bf6311b6d4cb7d82", "f2c5af3e3fe84f87a4983dab25228dec", "3d93470ac6ee40bcad7b532cb4445992", "32cdf576878c475f94a5c3e8cf497971", "2e0aaeb6fa0943f88a361f2ed25d25e6", "b6a8eddd65004896ab918f10793849e8", "51282bd7f4a84d7c99479c3cfd35b3cd", "7a2d9e932b6f48d1b4f44abc8eaf6fa0", "b7b16f4faf7e4452bca76ac8658b719b", "994b8a935681412ba95365e4881818ec", "a181d609720f45599a45c48efe146d19", "f9f6631e1ebd4943a0849919c635d3a9", "602f6241eef84a6480fdf69f3cff9427", "462f24a2ef134ff5b10816ca286f39d0", "befca7ca304a404a8707cdb5dff88494", "dcc7557b8f3441d4ab9d83498c5c6d21", "23365c2eac474725a0577960a06aa1c5", "62ed16f057ee409d99838b42a9d0b03f", "541d42b11da2466da4bce440fdde41fa", "349dad245f454ea9a1a4fec1c5d69460", "e033a48d251e425faac72fd7a5db3899", "e7cddddbdd68408bbc4bbdb18b7e8317", "eb713106edab4ce395af5eef3a0e991a", "4b3c78d4bb984b6ab63155dd718b1e25", "af1295760072454b9e0fb1fe7571b354", "e9963a828489473c8e0eede5414d06ca", "d1119fe49d6041c5b26f6b7a8918617a", "2fea52c1af1046e1b15b00fc51c69391", "0a49631e8cfe4955af16fe7106226af0", "5e65009b327e40648ae16438f00e5bcf", "ce1bcf8dd0e44e928aafe3f5b81b1e66", "53abf1a9eba14e1a81e66337ab250fc7", "f7389ec62c554fc8a0b8ad4bf714d7c3", "d44e36942c154b18b73cb0f2511d95e5", "afd263f805a649e9af7831539d112298", "5281956f96a1422b9ecd8f078fcd53cd", "ccf303db10e84b97acdf175367445846", "e5da9ea0b2ea4fe7800a9070b442a52e", "6f2924ed738544169cf1f0917677d844", "efeb3c504c2c432c8366f22113bd6e9b", "135888025e38441c8317d2f64ab65c41", "4f7083633d854a548291ebe0c78f44b5", "f059632b99da448088ba60eaa19b019f", "ec18815773a64647a79bf796bb9fca3c", "d3c00467c68a41768e2c7dab7066f0d0", "ff384ceb43e84c0a9591abcdc6c9443f", "8bd06c6d34ba4742ad2db1b4d242e533", "9c075553d8674ae180bdb5c8581195f7", "b6e6dded2d3247abbb7e1fb49226371a", "4b9946a3b1904852a79e11673da60b8c", "32e665886d6e45a384276c38e924e9c4", "68d3adc231db4354be735e12fdc08150", "f6152b48d83b4d01b8826e8dc4da4a72", "3ef660543e734e748395e48fb7ca7f38", 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Transformers: 4.47.1.\n", " \\\\ /| GPU: NVIDIA A100-SXM4-40GB. Max memory: 39.564 GB. Platform: Linux.\n", "O^O/ \\_/ \\ Torch: 2.5.1+cu121. CUDA: 8.0. CUDA Toolkit: 12.1. Triton: 3.1.0\n", "\\ / Bfloat16 = TRUE. FA [Xformers = 0.0.29.post1. FA2 = False]\n", " \"-____-\" Free Apache license: http://github.com/unslothai/unsloth\n", "Unsloth: Fast downloading is enabled - ignore downloading bars which are red colored!\n" ] }, { "output_type": "display_data", "data": { "text/plain": [ "model.safetensors.index.json: 0%| | 0.00/29.9k [00:00 user <|im_sep|> ### INPUT : जोड़ें 46,911 + 653,092 ### A) 699,903 B) 700,003 C) 913,203 D) 1,122,202 ### MCQ ### RESPONSE : <|im_start|> assistant <|im_sep|> जोड़ने के लिए 46,911 और 653,092:\n", "\n", "\\[\n", "46,911 + 653,092 = 700,003\n", "\\]\n", "\n", "इसलिए, सही उत्तर है B) 700,003.\n", "\n", "Probability of 'A' at token 1: 0.0002\n", "Probability of 'B' at token 1: 0.0001\n", "Probability of 'C' at token 1: 0.0000\n", "Probability of 'D' at token 1: 0.0000\n", "Probability of 'A' at token 2: 0.0000\n", "Probability of 'B' at token 2: 0.0000\n", "Probability of 'C' at token 2: 0.0000\n", "Probability of 'D' at token 2: 0.0000\n", "Probability of 'A' at token 3: 0.0000\n", "Probability of 'B' at token 3: 0.0000\n", "Probability of 'C' at token 3: 0.0000\n", "Probability of 'D' at token 3: 0.0000\n" ] } ] }, { "cell_type": "markdown", "source": [ "#**ARC CHALLENGE ENGLISH**" ], "metadata": { "id": "7Al9PZfU2bhu" }, "id": "7Al9PZfU2bhu" }, { "cell_type": "code", "execution_count": 6, "id": "1749c745-d1fb-430b-9469-4913bb2a6cb5", "metadata": { "id": "1749c745-d1fb-430b-9469-4913bb2a6cb5", "colab": { "base_uri": "https://localhost:8080/", "height": 376, "referenced_widgets": [ "bc68c5071ef343e98b5cced5fdb4b27b", "6eb50efa3b9e408bbd8cbc77975e8f29", "1bd352a47b144ce1be0372982eef4e38", "5d670f56e47d4df6b9e23f4709292b62", "e8b8251e3a6342458ab3f9a96c98c626", "6c4d97f18d91484bafac50d85fe38c33", "dfd316d6b0ae4eea998eee5cc5b1c77a", "4420ea1d8aa34d08abccac860c9c2ddc", "c83f9a36db464375a0ca6fd044becb91", "aae29ce01ecd442588d5d48650a0c1e2", "8a6303ef30a740179fb67e150ded03fc", "f082a4e6bd7044f6b471a79768df33cb", "96ad7833fb3f4993a6c70270a42ee117", "cd98261a11b2405c8ee7e6f3cb56f0f4", "80f889fdd63b4e4da7c6fbff9cfb499b", "98aca19f07ec48b5b61f60df3f3d46b2", "16489afbf8c74a058314a7c9d14792c2", "4e193f3bdd284de5a7ee2522f600b524", "d45151d7438648b9ac425b90a0dbd99e", "3c7fe73a22fd4d378f9ddbf5b1453599", "e2fdfeca8fab4d64b9eb734efb07b10d", "c491501fe2e34a02af7a5dc4292e599b" ] }, "outputId": "4ab8de00-70f5-4b53-c76a-60449b9ab65d" }, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "ARC_Challenge_E.csv: 0%| | 0.00/367k [00:00
Copy a token from your Hugging Face\ntokens page and paste it below.
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