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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU",
"gpuClass": "standard"
},
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "qe77im_2YudR",
"outputId": "9a8f474b-4c29-463e-c36a-25e1e028c4b8"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Wed Mar 22 03:47:25 2023 \n",
"+-----------------------------------------------------------------------------+\n",
"| NVIDIA-SMI 525.85.12 Driver Version: 525.85.12 CUDA Version: 12.0 |\n",
"|-------------------------------+----------------------+----------------------+\n",
"| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |\n",
"| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |\n",
"| | | MIG M. |\n",
"|===============================+======================+======================|\n",
"| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n",
"| N/A 43C P0 26W / 70W | 0MiB / 15360MiB | 0% Default |\n",
"| | | N/A |\n",
"+-------------------------------+----------------------+----------------------+\n",
" \n",
"+-----------------------------------------------------------------------------+\n",
"| Processes: |\n",
"| GPU GI CI PID Type Process name GPU Memory |\n",
"| ID ID Usage |\n",
"|=============================================================================|\n",
"| No running processes found |\n",
"+-----------------------------------------------------------------------------+\n"
]
}
],
"source": [
"!nvidia-smi"
]
},
{
"cell_type": "code",
"source": [
"![[ -d /content/simple-llama-finetuner ]] \\\n",
" || git clone https://github.com/lxe/simple-llama-finetuner.git /content/simple-llama-finetuner\n",
"!cd /content/simple-llama-finetuner && git pull && pip install -r requirements.txt"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "3PM_DilAZD8T",
"outputId": "83c6ff7e-518f-4ceb-ac9d-df22660f5ce5"
},
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Already up to date.\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting git+https://github.com/huggingface/transformers.git (from -r requirements.txt (line 4))\n",
" Cloning https://github.com/huggingface/transformers.git to /tmp/pip-req-build-uhmp_y8i\n",
" Running command git clone --filter=blob:none --quiet https://github.com/huggingface/transformers.git /tmp/pip-req-build-uhmp_y8i\n",
" Resolved https://github.com/huggingface/transformers.git to commit 0dcb46e7a4a9e587ba84ff35778ab4233a184c11\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",
"Collecting git+https://github.com/huggingface/peft.git (from -r requirements.txt (line 7))\n",
" Cloning https://github.com/huggingface/peft.git to /tmp/pip-req-build-ieyxkty1\n",
" Running command git clone --filter=blob:none --quiet https://github.com/huggingface/peft.git /tmp/pip-req-build-ieyxkty1\n",
" Resolved https://github.com/huggingface/peft.git to commit 13e53fc7ee5d89d59b16523051006dddf0fb7a49\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",
"Requirement already satisfied: datasets in /usr/local/lib/python3.9/dist-packages (from -r requirements.txt (line 1)) (2.10.1)\n",
"Requirement already satisfied: loralib in /usr/local/lib/python3.9/dist-packages (from -r requirements.txt (line 2)) (0.1.1)\n",
"Requirement already satisfied: sentencepiece in /usr/local/lib/python3.9/dist-packages (from -r requirements.txt (line 3)) (0.1.97)\n",
"Requirement already satisfied: accelerate in /usr/local/lib/python3.9/dist-packages (from -r requirements.txt (line 5)) (0.17.1)\n",
"Requirement already satisfied: bitsandbytes in /usr/local/lib/python3.9/dist-packages (from -r requirements.txt (line 6)) (0.37.2)\n",
"Requirement already satisfied: gradio in /usr/local/lib/python3.9/dist-packages (from -r requirements.txt (line 8)) (3.23.0)\n",
"Requirement already satisfied: tqdm>=4.62.1 in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (4.65.0)\n",
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"Requirement already satisfied: packaging in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (23.0)\n",
"Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (1.22.4)\n",
"Requirement already satisfied: requests>=2.19.0 in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (2.27.1)\n",
"Requirement already satisfied: fsspec[http]>=2021.11.1 in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (2023.3.0)\n",
"Requirement already satisfied: pandas in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (1.4.4)\n",
"Requirement already satisfied: huggingface-hub<1.0.0,>=0.2.0 in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (0.13.3)\n",
"Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (6.0)\n",
"Requirement already satisfied: multiprocess in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (0.70.14)\n",
"Requirement already satisfied: pyarrow>=6.0.0 in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (9.0.0)\n",
"Requirement already satisfied: responses<0.19 in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (0.18.0)\n",
"Requirement already satisfied: dill<0.3.7,>=0.3.0 in /usr/local/lib/python3.9/dist-packages (from datasets->-r requirements.txt (line 1)) (0.3.6)\n",
"Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.9/dist-packages (from transformers==4.28.0.dev0->-r requirements.txt (line 4)) (2022.10.31)\n",
"Requirement already satisfied: tokenizers!=0.11.3,<0.14,>=0.11.1 in /usr/local/lib/python3.9/dist-packages (from transformers==4.28.0.dev0->-r requirements.txt (line 4)) (0.13.2)\n",
"Requirement already satisfied: filelock in /usr/local/lib/python3.9/dist-packages (from transformers==4.28.0.dev0->-r requirements.txt (line 4)) (3.10.0)\n",
"Requirement already satisfied: psutil in /usr/local/lib/python3.9/dist-packages (from accelerate->-r requirements.txt (line 5)) (5.9.4)\n",
"Requirement already satisfied: torch>=1.4.0 in /usr/local/lib/python3.9/dist-packages (from accelerate->-r requirements.txt (line 5)) (1.13.1+cu116)\n",
"Requirement already satisfied: orjson in /usr/local/lib/python3.9/dist-packages (from gradio->-r requirements.txt (line 8)) (3.8.8)\n",
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"Requirement already satisfied: fastapi in /usr/local/lib/python3.9/dist-packages (from gradio->-r requirements.txt (line 8)) (0.95.0)\n",
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"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.9/dist-packages (from gradio->-r requirements.txt (line 8)) (4.5.0)\n",
"Requirement already satisfied: pydantic in /usr/local/lib/python3.9/dist-packages (from gradio->-r requirements.txt (line 8)) (1.10.6)\n",
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"Requirement already satisfied: ffmpy in /usr/local/lib/python3.9/dist-packages (from gradio->-r requirements.txt (line 8)) (0.3.0)\n",
"Requirement already satisfied: altair>=4.2.0 in /usr/local/lib/python3.9/dist-packages (from gradio->-r requirements.txt (line 8)) (4.2.2)\n",
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"Requirement already satisfied: jsonschema>=3.0 in /usr/local/lib/python3.9/dist-packages (from altair>=4.2.0->gradio->-r requirements.txt (line 8)) (4.3.3)\n",
"Requirement already satisfied: entrypoints in /usr/local/lib/python3.9/dist-packages (from altair>=4.2.0->gradio->-r requirements.txt (line 8)) (0.4)\n",
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"Requirement already satisfied: multidict<7.0,>=4.5 in /usr/local/lib/python3.9/dist-packages (from aiohttp->datasets->-r requirements.txt (line 1)) (6.0.4)\n",
"Requirement already satisfied: yarl<2.0,>=1.0 in /usr/local/lib/python3.9/dist-packages (from aiohttp->datasets->-r requirements.txt (line 1)) (1.8.2)\n",
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"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.9/dist-packages (from requests>=2.19.0->datasets->-r requirements.txt (line 1)) (2022.12.7)\n",
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]
}
]
},
{
"cell_type": "code",
"source": [
"!cd /content/simple-llama-finetuner && python main.py --share"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "BD693wIzZKUK",
"outputId": "a392bff4-9a5b-4c8f-ecd1-6751517cd254"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"\n",
"===================================BUG REPORT===================================\n",
"Welcome to bitsandbytes. For bug reports, please submit your error trace to: https://github.com/TimDettmers/bitsandbytes/issues\n",
"================================================================================\n",
"/usr/local/lib/python3.9/dist-packages/bitsandbytes/cuda_setup/main.py:136: UserWarning: /usr/lib64-nvidia did not contain libcudart.so as expected! Searching further paths...\n",
" warn(msg)\n",
"/usr/local/lib/python3.9/dist-packages/bitsandbytes/cuda_setup/main.py:136: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('/sys/fs/cgroup/memory.events /var/colab/cgroup/jupyter-children/memory.events')}\n",
" warn(msg)\n",
"/usr/local/lib/python3.9/dist-packages/bitsandbytes/cuda_setup/main.py:136: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('--listen_host=172.28.0.12 --target_host=172.28.0.12 --tunnel_background_save_url=https'), PosixPath('//colab.research.google.com/tun/m/cc48301118ce562b961b3c22d803539adc1e0c19/gpu-t4-s-ntdfs4nb9znz --tunnel_background_save_delay=10s --tunnel_periodic_background_save_frequency=30m0s --enable_output_coalescing=true --output_coalescing_required=true')}\n",
" warn(msg)\n",
"/usr/local/lib/python3.9/dist-packages/bitsandbytes/cuda_setup/main.py:136: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('/env/python')}\n",
" warn(msg)\n",
"/usr/local/lib/python3.9/dist-packages/bitsandbytes/cuda_setup/main.py:136: UserWarning: WARNING: The following directories listed in your path were found to be non-existent: {PosixPath('//ipykernel.pylab.backend_inline'), PosixPath('module')}\n",
" warn(msg)\n",
"CUDA_SETUP: WARNING! libcudart.so not found in any environmental path. Searching /usr/local/cuda/lib64...\n",
"CUDA SETUP: CUDA runtime path found: /usr/local/cuda/lib64/libcudart.so\n",
"CUDA SETUP: Highest compute capability among GPUs detected: 7.5\n",
"CUDA SETUP: Detected CUDA version 118\n",
"CUDA SETUP: Loading binary /usr/local/lib/python3.9/dist-packages/bitsandbytes/libbitsandbytes_cuda118.so...\n",
"Running on local URL: http://127.0.0.1:7860\n",
"Running on public URL: https://359c9c250f70a2b979.gradio.live\n",
"\n",
"This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces\n"
]
}
]
},
{
"cell_type": "code",
"source": [],
"metadata": {
"id": "yhKSDrkKbYkG"
},
"execution_count": null,
"outputs": []
}
]
} |