The stack code dataset download SEDE (Stack Exchange Data Explorer) is new dataset for Text-to-SQL tasks with more than 12,000 SQL queries and their natural language description. We ask that you read and acknowledge the following points before using the dataset: Downloading the dataset in bulk requires a an agreement with SoftwareHeritage and INRIA. It’s a free way to get a big file shared amongst friends. 4 TB dataset of permissively licensed source code in 358 programming languages, along with a collection of datasets created through the course of research The Stack serves as a pre-training dataset for Code LLMs, i. 7 x 4. You would need to upload it to the 'data/' folder. Stack Overflow questions and tags, without text included Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Each sample consists of a focal stack with 5 images and a depth file. We introduce a novel dataset tailored for code generation, aimed at aiding developers in common tasks. Dataset Summary The Stack contains over 6TB of permissively-licensed source code files covering 358 programming languages. py. Alongside the SWH repositories spanning 619 programming However, I just got totally confused about how to download the data. I've been searching if there is a function to set where to download the images, but I haven't found any. org for haar cascade training. We describe how we collect the full dataset, construct a per- BigCode Project is an open scientific collaboration run by Hugging Face and ServiceNow Research, focused on open and responsible development of LLMs for code. I have looked in this forum and in the DBA forum to find it, to download it, so that I (and the others at the seminar) can actually use the The Stacked MNIST dataset is derived from the standard MNIST dataset with an increased number of discrete modes. Starting today, you can download the raw data from Stack Overflow’s 2017 Developer Survey, which received more than 64,000 responses from developers around the world. I import evaluate module and it shows me a problem, the python env is 3. 15533. LQ_CLOSE: Low-quality posts that were closed by the community without a single edit. arxiv: 2107. arxiv: 2207. Happy Coding. 7z unzip ai. We ask that you read and acknowledge the following points before using the dataset: The Stack is a collection of source code from repositories We describe how we collect the full dataset, construct a permissively licensed subset, and present promising results on text2code benchmarks by training 350M-parameter decoders on different language_selection: notebooks and file with language to file extensions mapping used to build the Stack v1. 0, then I installed tensorflow-datasets using the following code: conda install -c anaconda TensorFlow-datasets But unfortunately, it didn't work out. , 2022; Akiki et al. Stack Exchange network consists of 183 Q&A communities including Stack Overflow, the largest, most trusted online community for developers to learn, share their knowledge, and build their careers. The download is relatively large, so it would be expensive for me to host on a server. %0 Conference Proceedings %T CodeInsight: A Curated Dataset of Practical Coding Solutions from Stack Overflow %A Beau, Nathanaël %A Crabbé, Benoit %Y Ku, Lun-Wei %Y Martins, Andre %Y Srikumar, Vivek %S Findings of the Association for Computational Linguistics: ACL 2024 %D 2024 %8 August %I Association for Computational Linguistics %C Some of the queries that he has provided to us also use the Stack Overflow database. 1. I have code to export data table to excel. language_selection: notebooks and We describe how we collect the full dataset, construct a permissively licensed subset, present a data governance plan, discuss limitations, and show promising results on The Stack dataset is a collection of source code in over 300 programming languages. Zhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, Marco Dos Santos, Stephen McAleer, Albert Q. This dataset is derived from the Stack Overflow Data hosted by kaggle. StaQC (Stack Overflow Question-Code pairs) is a large dataset of around 148K Python and 120K SQL domain question-code pairs, which are automatically mined from StackOverflow. Apparently, the kaggle api was not searching the kaggle. py [-h] [--names NAMES] CLI for stackexchange_dataset - A tool for downloading & processing stackexchange dumps in xml form to a raw question-answer pair text dataset for Language Models optional arguments: -h, --help show this help message and exit --names NAMES names of stackexchanges to download, extract & parse, separated by commas. - YZY-stack/DF40 Following the announcement of BigCode on Sept. the Download: Alpaca, ChatGLM-finetune-LoRA, Koala: Dialog, Pairs: English: This dataset is a template generated instructional Python datastet generated from an annotated version of the code-search-net dataset for the Open-Assistant project. 0 License , and code samples are licensed under the Apache 2. The code samples are written in over 50 programming languages (although the dominant languages are C++, C, Python, and Java) and they are annotated with a rich set of information, such as its code size, memory code. It's based on a real usage of users from the Stack Exchange Data Explorer platform, which brings complexities and challenges never seen before in any other semantic parsing dataset like including complex nesting, dates The Stack dataset is a collection of source code in over 300 programming languages. It includes questions, answers, comments, tags, and other related data from these sites. So instead of dataset, I called the "ExportToExcel" function which I have in my code to export datatable to excel 4 times. Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4. To solve the problem I upgraded TensorFlow to version 1. The Stack dataset is a collection of source code in over 300 programming languages. 3. 7z) from stack exchange data dump, such as ai. Download trainval and test h5py to . seel seel. , code-generating AI Some tooling for efficiently converting the-stack-v2 into a usable . ; preprocessing: code for filtering code datasets based on: . Languages The dataset contains 87 programming languages: Furthermore, we present StaQC (Stack Overflow Question-Code pairs), the largest dataset to date of ~148K Python and ~120K SQL question-code pairs, automatically mined from SO using our framework. The dataset should get downloaded to your notebook after this. and provide a process for code to be removed from the dataset by following the instructions at https: I want to write a python script that downloads a public dataset from Kaggle. We also provide a large automatically-mined dataset with 600k examples, and links to other similar datasets. We provide The Vault which contains code snippets from 10 popular programming languages such as Java, JavaScript, Python, Ruby, Rust, Golang, C#, C++, C, and PHP. On the other hand, open-weight models like Code LLaMa StaQC (Stack Overflow Question-Code pairs) is the largest dataset to date of around 148K Python and 120K SQL domain question-code pairs, which are automatically mined from Stack Overflow using a Bi-View Hierarchical Neural Network, as described in the paper "StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow" (WWW'18). pt data=datasets/data. 14157. Learn more How to download java datasets from the stack to my computer? 3 How to collect data set, is there any code? 1 #36 opened 11 months ago by 1269831128. Welcome to stackoverflow ! The MNIST dataset is not stored as images, but in a binary format (as indicated by the ubyte extension). Its purpose is for testing the generation of code snippets from natural language. Related: Better know a schema. datasets import mnist import numpy as np (x_train, _), (x_test, _) = mnist. - BigCode Project All StarCoder2 variants were trained on The Stack v2, a new large and high-quality code dataset. Size: 10B - 100B. The CodeSearchNet Corpus includes: * Six million methods overall * Two million of which have associated documentation (docstrings, JavaDoc, and more) * Metadata that To stimulate open and responsible research on LLMs for code, we introduce The Stack, a 3. Subscribe today to the best kept secret of the world's most influential CIOs and changemakers. I've never worked with APIs before, and am unsure of the best way to download this dataset - I've written a snippet of code below to grab the data in chunks of 2,000 rows, but according to my calculations this would take 10,000 minutes, as each chunk of 2,000 takes one minute. load_data() It generates error This project utilizes data from the Stack Overflow Developer Survey 2023 and Eurostat. DDFF-12-Scene Dataset. Our work has been accepted by NeurIPS 2024. g. 7z to directory: dataset/ai cd pre_precessing Here is a preview of the project management dataset: Download the Sample Workbook. d = datasets. ! kaggle competitions download -c 'name-of-competition' Or if you want to download datasets (taken from a comment):! kaggle datasets download -d USERNAME/DATASET_NAME You can get these dataset names (if unclear) from "copy API command" in the "three-dots drop down" next to "New Notebook" button on the Kaggle dataset : Loads the word counts for the Stack Overflow dataset. I downloaded the data with the The GitHub Code dataset consists of 115M code files from GitHub in 32 programming languages with 60 extensions totaling in 1TB of data. Size: 1B - 10B. You can, however, access it at any time by navigating directly to the exercises where you entered it and copying and pasting it to a secure location. However, there is no description on how to obta StaQC: a systematically mined dataset containing around 148K Python and 120K SQL domain question-code pairs, as described in &quot;StaQC: A Systematically Mined Question-Code Dataset from Stack Ove Apply your coding skills and create a data science portfolio—choose from our curated library of datasets to analyze in DataLab. This dataset was created in order to train the Llemma 7B and Llemma You signed in with another tab or window. 1 TB dataset consisting of permissively licensed source code in 30 programming languages. com. It encompasses a range of libraries such as \\texttt{Pandas}, \\texttt{Numpy}, and \\texttt{Regex}, along with more than 70 This repository contains the code for the RedPajama-V2 dataset. Official repository for the next-generation deepfake detection dataset (DF40), comprising 40 distinct deepfake techniques, even the just released SoTAs. , code-generating AI systems which enable the synthesis of programs from natural language descriptions as well as other from code snippets. What is StarCoder2? StarCoder2 is a family of open LLMs for code and comes in 3 different sizes with 3B, 7B and 15B parameters. e. 📑The Stack v2 The Stack v2 is a 67. For your training, check if your dataset is located at 'datasets/data. Visit Stack Exchange The Stack dataset is a collection of source code in over 300 programming languages. Extract them to data/birds/ Download ImageNet dataset and extract the images to data/imagenet/ Download LSUN dataset and save the images to data/lsun; Training. This repo aims to speed that process up. Download the . Downloads last month. The dataset was created as part of the BigCode Project, an open scientific collaboration working on the the data download script of the-stack-v2, which is the training data of StarCoder2. Logically I am a bloody beginner. Here's a demo notebook going through this and other usages. Furthermore, we present StaQC (Stack Overflow Question-Code pairs), the largest dataset to date of ~148K Python and ~120K SQL question-code pairs, automatically mined from SO using our framework. Under various case studies, we demonstrate that StaQC can greatly help develop data-hungry models for associating natural language with programming language Project CodeNet is a large-scale dataset with approximately 14 million code samples, each of which is an intended solution to one of 4000 coding problems. CodeContests. /get_datasets. Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; I have experienced the same issue (http code: 429) with download of celeba dataset when I called. Since I was using the kaggle api inside a colab notebook, I was importing the kaggle. dataset import load_dataset X_train, y_train, feature_names, label_names = load_dataset('emotions', 'train') It works successfully when I am connected to the internet, But when I am offline, it doesn't work! I have downloaded all 3 named above datasets in a folder like this: H:\Projects\Datasets In NLTK there is a nltk. Every example has a We provide two image stacks where each contains 20 sections from serial section Transmission Electron Microscopy (ssTEM) of the Drosophila melanogaster third instar larva ventral nerve cord. In this paper, we present a large-scale carton dataset named Stacked Carton Dataset(SCD) with the goal of advancing the state-of-the-art in carton I tried to export the dataset which have 4 tables to the excel sheet, Unfortunately I can't. However, I found out that pytorch has ImageNet as one of it’s torch vision datasets. To download and load the title pairs from Stack Overflow duplicate posts run: from codesearch . 2 Can I use lfs download all content ? 1 #5 opened 8 months ago by shawn0wang. Apply your coding skills and create a data science portfolio—choose from our curated library Industry BitTorrent is a peer-to-peer file distribution system. The Pile Every sample of The Vault are stored in form of a json object and compressed into a large json line file. 0. LQ_CLOSE: Low-quality posts that were closed by the community without a I am trying to work with the quite recently published tensorflow_dataset API to train a Keras model on the Open Images Dataset. Copied the <owner>/<dataset> which is abdz82/yolov1 and run download command. stackexchange. The Stack v2: Exact deduplicated version of The Stack v2. The Vault dataset is a comprehensive, large-scale, multilingual parallel dataset that features high-quality code-text pairs derived from The Stack, the largest permissively-licensed source code dataset. Under various case studies, we demonstrate that StaQC can greatly help develop data-hungry models for associating natural language with programming language The dataset contains 60,000 Stack Overflow questions from 2016-2020, classified into three categories: HQ: High-quality posts without a single edit. Resource download is handled by CKAN's web UI code instead. 53 datasets • 151827 papers with code. Project Management Sample Data. It suddenly stopped working here as well. For the code used for the RedPajama-1T dataset, please refer to the rp_v1 branch in this repo. I think you did not download the directory 'datasets' Share. Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Advertising & Talent Reach devs & technologists worldwide about your product, service or employer brand; OverflowAI GenAI features for Teams; OverflowAPI Train & fine-tune LLMs; Labs The future of collective knowledge sharing; About the company Explore and run machine learning code with Kaggle Notebooks | Using data from 60k Stack Overflow Questions with Quality Rating ConnectionError: Couldn't reach 'bigcode/the-stack-dedup' on the Hub (ConnectionError) Stack Overflow for Teams Where developers & technologists share private knowledge with this command. ArXiv: arxiv: 2402. 4. json on the google colab After that on google colab run these code is given below. finance-alpaca / Pairs: English: 1. Browse State-of-the-Art Datasets ; Methods; More . 3K entries: An Alpaca-style dataset but focus on financial topics: Second you have to click on last submission on the kaggle dataset page Then download kaggle. Why: The Stack v2 is a huge, open-source code dataset, but the current Huggingface repository only has SWHIDs to download the contents of each code file. We ask that you read and acknowledge the following points before using the dataset: Downloading the dataset in bulk requires a an agreement Pre-trained models and datasets built by Google and is a dataset for Language Models from processing stackexchange data dump, which is an anonymized dump of all user-contributed content on the Stack Exchange network. When you download a torrent, you also become a host for that torrent, sharing your own bandwidth to help distribute the file. of The Stack. how to save the content downloaded from S3 to a local the-stack dataset. 0, if there is anyone can help? thanks a lot! then I try with!pip install datasets and. 13 datasets • 150766 papers with code. Enjoy! Stack Exchange Network. The dataset is also available on HuggingFace. Where can I download the code and datasets used in the course? Answer: Code: The code that you have entered in course exercises cannot be downloaded. Delete data/java/train-00105-of-00285. Dolma Toolkit : a high-performance toolkit for curating datasets for language @kiriloff: As @mechanical_meat said, you need to login in kaggle or use 'API token' provided in your profile settings in Kaggle. Using the default command does not work for me due to proxy issues (the dataset download corrupted). I have been experimenting with a Keras example, which needs to import MNIST data from keras. 0 License . jsonl format. json file in the correct place. It's also hosted by the Internet telligence (AI)–not only for natural language processing but also for code understanding and generation. This repository gathers all the code used to build the BigCode datasets such as The Stack as well as the preprocessing necessary used for model training. In addition to the raw image data, we provide for the first stack Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. $ kaggle datasets download -d abdz82/yolov1 403 - Forbidden Stack Overflow for Teams Where but I am running into problems trying to download the dataset, basically it takes forever to download. , The dataset is 22 million rows. The Stack v2 is larger than The Stack v1, follows an improved language and license detection procedure, and better filtering heuristics. CodeSearchNet is a collection of datasets and benchmarks that explore the problem of code retrieval using natural language. , 2022). Both datasets are publicly available, and their use is subject to the terms and conditions specified by Stack Overflow and Eurostat. parquet Download the birds image data. usage: main. I thought the page that have Data tab is the page where I could download the dataset and get API command. Flexible Data Ingestion. upload kaggle. For the final assignment you have to analyze the Yelp dataset. ; pii: code for running PII detection and anonymization on code datasets. The Stack Exchange dataset is a collection of data from various Stack Exchange sites, including Stack Overflow, Mathematics, Super User, and many others. I have used the following codes: from skmultilearn. com and available to query through Kernels using the BigQuery API: The organization supports coding education programs in three prisons across the state of Missouri, “Over the years demand for Stack Overflow's dataset has only continued to grow. Queries for the latest usable version #34 opened about 1 year ago by kiyono. googleapis Finally, we make publicly available the preprocessing code for the constituent datasets of the Pile and the code for constructing alternative versions 2 2 2 https: To construct the dataset, we download and parse every Stack Exchange database dump to plaintext files. Provide details and share your research! But avoid . load('celeb_a', data_dir='. To download images from a specific category, you can use the COCO API. I use the following code to load data. 1 TB of source code in 30 programming languages. CelebA(data_root, download=True) Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. , 2023) provide access to the model through a paid API but do not disclose development details. data import load_train_dataset duplicate_records = load_train_dataset ( "so-duplicates-pacs-train" ) These duplicate records have been filtered to ensure that there is no overlap with the so-ds-feb20 and staqc-py evaluation datasets. . This dataset was extracted from the Stack Overflow database at 2017-04-06 16:39:26 UTC and contains questions up to 2017-04-05. LQ_EDIT: Low-quality posts with a negative score, and multiple community edits. The BigCode project, an open-scientific collaboration focused on the responsible development of Large Language Models for Code (Code LLMs), introduces StarCoder2. The Stack dataset is a collection of 3. The dataset is about 570 GB in size. Q1. TinyLlama/TinyLlama-1. 8. Asking for help, clarification, or responding to other answers. The dataset was created as part of the BigCode Project, an open scientific collaboration working on the responsible development of Large Language Models for Code (Code LLMs). 6 nm/pixel and section thickness of 45-50 nm. py [-h] [--names NAMES] CLI for stackexchange_dataset - A tool for downloading & processing stackexchange dumps in xml form to a raw question-answer pair text dataset for Language Models optional arguments: -h, --help The Stack dataset is a collection of source code in over 300 programming languages. It could even download the data if you had not done it already :) Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Advertising & Talent Reach devs & technologists worldwide about your product, service or employer brand; OverflowAI GenAI features for Teams; OverflowAPI Train & fine-tune LLMs; Labs The future of collective knowledge sharing; About the company Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; does anyone know where I can find a valid URL where I can download the ImageNet dataset? python code for downloading images from image-net. Interviews, insight and intelligence for digital leaders. Libraries: Datasets. ; decontamination: script to remove files that match test-samples from code generation benchmarks. Data settings: download your interested Stack Exchange site data (*. 1. The overall process is as follows: Install pycocotools; Download one of the annotations jsons from the COCO dataset; Now here's an example on how we could download a subset of the images containing a person and saving it I'm using tf. Proprietary models like OpenAI’s GPT-4 (OpenAI et al. Each sample corresponds to one raw code file. In partnership with Software Heritage (SWH), we build The Stack v2 on top of the digital commons of their source code archive. Over 92 TB of data was collected in the initial haul, but was whittled down to 3 TB after filtering for target extensions and licensing requirements. The first 80% of it is the training data (400 samples). 1B-Chat-v1. CodeContests is a competitive programming dataset for machine-learning. 6 x 4. Ask questions, find answers and collaborate at work with Stack Overflow for Teams. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Is that the original Ima Download the dataset# We will use the Ames Housing dataset which was first compiled by Dean De Cock and became better known after it was used in Kaggle challenge. 2. The Stack serves as a pre-training dataset for Code LLMs, i. To stimulate open and responsible research on LLMs for code, we intro-duce The Stack, a 3. Regarding the "manual download" mentioned in the TF guide, does it mean I have to manually download it from the links, and place them in my local tensorflow_datasets folder? Based on the code usage: main. json like this: You can find the dataset here. The dataset was created as part of the BigCode Project, an open scientific collaboration working on the responsible development of Large This dataset is used to train the first deep learning algorithm for focus stacking capable of handling bursts of sufficient length for real-world applications. We ask that you read and acknowledge the following points before using the dataset: The Stack is a collection of source code from repositories - The Stack v2 a 4x larger dataset than the Stack v1, resulting in 900B+ unique code tokens 🚀 As always, we released everything from models and datasets to curation code. Stack Overflow | The World’s Largest Online Community for Developers. Then, to load this data using HuggingFace's datasets library, you can use the following code: import os from datasets import load_dataset os. As part of the BigCode project, we released and will maintain The Stack, a 6. Sometimes, the data used in the tutorial is processed and unmatched with the original data I download on the course page. The CMU CoNaLa, the Code/Natural Language Challenge dataset is a joint project from the Carnegie Mellon University NeuLab and Strudel labs. Oftentimes, I need to do reverse engineering to make the local data as same as the data in the course interface before running my code and trying different things in my local environment, and it takes me a lot of time. You switched accounts on another tab or window. And might be good to check out the blog at least once a month. Dataset Dataset Information. datasets to download CIFAR 10 dataset and I wondering where the images are downloaded. Forage through the tag [data-dump] and read up a plenty while you sit back, relax and engorge yourself with cherry ripes and data dumps. Train a StackGAN-v2 model on the Tour Start here for a quick overview of the site Help Center Detailed answers to any questions you might have Meta Discuss the workings and policies of this site The CodeSearchNet Corpus is a large dataset of functions with associated documentation written in Go, Java, JavaScript, PHP, Python, and Ruby from open source projects on GitHub. Unfortunately, the CKAN API doesn't offer a function for downloading resource data (only for metadata: resource_show). The Proof-Pile-2 is a 55 billion token dataset of mathematical and scientific documents. Is anyone aware of publicly available, free datasets of that magnitude, of datasets of human names with human-level variance, or hierarchical datasets of either large organizational hierarchies , or large hierarchical, categorized, product catalogues ? ArXiv | Models | Data | Code | Blog | Sample Explorer. 19173. Instead, you will need to use the MNIST dataset class. Jiang, Jia Deng, Stella Biderman, Sean Welleck. Claim ID Provider Name Provider NPI Patient Name Patient DOB Patient ID Diagnosis Code Diagnosis Description Procedure Code Procedure Description Claim Amount Relevance. In addition, the training dataset is grouped by repositories, allowing to train models with repository context. 8 and the datasets version is 2. , The Stack v2 dataset is a collection of source code in over 600 programming languages. Any use of all or part of the code gathered in The Stack v2 must abide by the terms of the original licenses, including attribution clauses when relevant. Check out the paper for details. 0 License. tfds. The Stack Overflow survey data was obtained from Stack Overflow and the Eurostat dataset from the Eurostat website. In TensorFlow examples, I can see URLs to download the csv format of the dataset. In However, there is no public large-scale carton dataset for the research community to train and evaluate the carton detection models up to now, which hinders the development of carton detection. HQ: High-quality posts without a single edit. This research is a continuation of some ideas presented in this blog post and is a joint collaboration between GitHub and the Deep Program Understanding group at Microsoft Research - Cambridge. There is no way for us to download 135 gigabytes over the satellite,” says Auer. This includes 13629741 non-deleted questions, and 4133745 deleted ones. Just to make things easy for the next person, I combined the fantastic answer from CaitLAN Jenner with a little bit of code that takes the raw csv info and puts it into a Pandas DataFrame, assuming that row 0 has the code. The dataset was created from the public GitHub dataset on Google BiqQuery. Also, the set can be used for computing statistics and custom filtering or aggregation operations on The Stack. We aim to provide a platform for community research on Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; The command to download the dataset is already in the page: python code for downloading images from image-net. , 2023) and Google’s Gemini (Gemini Team et al. Certain survey answers are treated as personally identifiable information, and therefore excluded from the anonymized results. download() function to download the datasets that are comes OverflowAI; Stack Overflow for Teams Where developers & technologists share Are there any other steps after I save the data into the correct directory before I can call from my python code? Is there an example of how to download e. About; Products OverflowAI; Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Advertising & Talent Reach devs & technologists worldwide other than going through the code itself. While loading a huggingface dataset, I want to download only a subset of the full dataset. Then you can use Kaggle command (pip install kaggle) to download the dataset using downloaded token (kaggle datasets download -d quora/question-pairs-dataset). 2,483. The dataset is updated regularly and can be accessed through the Stack Exchange Data Explorer. Qualitative experiments demonstrate that it is on par with existing commercial solutions in the long-burst, realistic regime while being significantly more tolerant to noise. Follow answered Mar 10, 2021 at 11:16. This repo implements concurrent downloading & efficiently saves tens of millions of small downloaded In this repository you can find the code for building The Stack v2 dataset, as well as the extra sources used to make StarCoder2data: the training corpus of the StarCoder2 family of models. ; The Stack v2 dedup: Near deduplicated version of The Stack v2 (recommended for training). ArXiv: arxiv: 2211. , Dataset Summary The Stack contains over 6TB of permissively-licensed source code files covering 358 programming languages. sh I don't understand what does it mean by "run" the following. Download data: Once you have the starter code, you will need to download the CIFAR-10 dataset. Reload to refresh your session. 135 Thanks for contributing an answer to Stack Overflow! To demonstrate real-life requirements, I need to include a realistic dataset of hundreds of thousands of facts. from datasets import DownloadModel , it shows the same problem. Dask. Alongside the SWH repositories spanning 619 programming languages, we carefully select other high-quality Upload images, audio, and videos by dragging in the text input, pasting, or clicking here. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Try Teams for free Explore Teams The Stack v2 is the largest open code dataset suitable for LLM pretraining. Run the following from the assignment1 directory: cd cs231n/datasets . yaml' After, you can use this command to train your dataset : yolo task=detect mode=train model=yolov8s. I am doing the Coursera course SQL for Data Science. Download Python source code: plot_stack_predictors. Therefore, ImageFolderis not the type dataset you want. curl -L \ -H 'X-Goog-User-Project: PROJECT_NUMBER' \ -H "Authorization: Bearer $TOKEN" \ --output LOCAL_LOCATION_TO_OUTPUT \ https://mapsplatformdatasets. yaml epochs=100 imgsz=640 Source Now you can download the dataset to your Colab notebook by copying the API command of the dataset that you want to download. For details, see the The Stack v2 is a collection of source code from repositories with various licenses. Public repo for HF blog posts. csv file I am unable to download the original ImageNet dataset from their official website. Reply. The contents for each line can be acquired, but it's laborious. 240,000 RGB images in the size of 32×32 are synthesized by stacking three random digit images from MNIST along the The Vault dataset is a comprehensive, large-scale, multilingual parallel dataset that features high-quality code-text pairs derived from The Stack, the largest permissively-licensed source code dataset. However, they still remain open after those changes. 15. Improve this answer. The Stack contains over 3TB of permissively-licensed source code files covering 30 programming languages crawled from GitHub. Contribute to huggingface/blog development by creating an account on GitHub. json file from kaggle. ; Am I in the Stack: Check if your data is in The Stack and request Dataset Summary The Stack v2 contains over 3B files in 600+ programming and markup languages. /', The Stack v2 dataset is a collection of source code in over 600 programming languages. Stack Overflow. - sunlab-osu/StaQC To create The Stack, the team used GH Archive to collect code files from publicly archived GitHub repositories. Company Anonymized results of the 2019 Developer Survey are available under the Open Database License, allowing you to download and analyze the dataset. xlsx. My code is: This is a novice mistake but others may have the same issue as it is a bit confusing. line length and The Stack dataset is a collection of source code in over 300 programming languages. 03374. (The data file includes the 51,392 responses we I would like to load a larger dataset from the sklearn datatsets (California housing prices). I have searched over the Internet and the only thing I have found is how to create my own dataset using Tensorflow. Our dataset provides examples that include a clarified intent, code snippets associated, and an average of three related unit tests. ! kaggle datasets list # Download and unzip sign-language-mnist dataset into '/usr/local' ! kaggle datasets download -d datamunge/sign-language-mnist --path '/usr/local' --unzip code to download a file locally from colab. from datasets import load_dataset dataset = load_dataset I'm running code using the "load_dataset" function from the Transformer library within a docker environment. Especially when they squeeze out a good sized dump of the data. How to use it Naturally, you can also download the full dataset. For example:!kaggle competitions download -c titanic. fetch_california_housing() Here is the part of the code that is causing issues. 26, 2022, by ServiceNow Research and Hugging Face, researchers from the project have released The Stack, a 3TB dataset of permissively licensed source code, to Dataset Summary The Stack v2 contains over 3B files in 600+ programming and markup languages. We ask that you read and acknowledge the following points before using the dataset: The Stack is a collection of source code from repositories with various licenses. Dataset Description A small subset of the-stack dataset, with 87 programming languages, each has 10,000 random samples from the original dataset. Models trained or fine-tuned on bigcode/starcoderdata. # Download the dataset only datasets. There are 2379 training and 500 test examples that were manually annotated. environ["DATA_DIR"] = "<path_to_your_data_directory>" dataset = In partnership with Software Heritage (SWH), we build The Stack v2 on top of the digital commons of their source code archive. Shamima Sultana Sep 16, 2024 Try click the green button 'Code' in https: Then reload the Jupyter Notebook. 5TB dataset of source code in over 600 programming languages with permissive licenses or no license. We release all models, datasets, and the processing as well as the training code. As a workaround you can refer source code of respective dataset, Thanks for contributing an answer to Stack Overflow! Please be sure to answer the question. This dataset was used when training AlphaCode. /data ddff Please cite our paper if you find the code or dataset useful for your research. Croissant + 1. But once it created the first sheet, it stops the control flow. Provide details and share your research! The development process of LLMs can exhibit different levels of openness (Solaiman, 2023; Ding et al. The content of the file are used to extracting function, class and inline set, other information (repository name, licenses, etc) are collected from source dataset (The Stack). I followed the instructor and see . Text Generation To stimulate open and responsible research on LLMs for code, we introduce The Stack, a 3. For more information on the dataset, check out our blog post. We have released a dataset crawled from Stack Overflow, automatically filtered, then curated by annotators, split into 2,379 training and 500 test examples (read more about the process here). Both stacks measure approx. The data comes from StackOverflow questions. You signed out in another tab or window. keras. License: No known license; and code samples are licensed under the Apache 2. @inproceedings computer-vision deep-learning cnn pytorch iccv depth Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Advertising & Talent Reach devs & technologists worldwide about your product, service or employer brand; OverflowAI GenAI features for Teams; OverflowAPI Train & fine-tune LLMs; Labs The future of collective knowledge sharing; About the company Dolma Dataset: an open dataset of 3 trillion tokens from a diverse mix of web content, academic publications, code, books, and encyclopedic materials. 7 x 1 microns with a resolution of 4. skrenh qpm ltudqc cbshz kci wclva delovl pojn mpux edps