added string | created string | id string | metadata dict | source string | text string | code-score float64 | md5 string |
|---|---|---|---|---|---|---|---|
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1137 | {
"extension": "c-sharp",
"max_stars_count": "1.0",
"max_stars_repo_name": "juliusl/semantic-logging",
"max_stars_repo_path": "source/Src/SemanticLogging.Elasticsearch/Configuration/ElasticsearchSinkElement.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1138"
} | starcoder | // Copyright (c) Microsoft Corporation. All rights reserved. See License.txt in the project root for license information.
using System;
using System.Xml.Linq;
using Microsoft.Practices.EnterpriseLibrary.SemanticLogging.Configuration;
using Microsoft.Practices.EnterpriseLibrary.SemanticLogging.Observable;
using Micros... | 1.81091 | e1dd8f389f799dae25b04954ebaec83d |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1138 | {
"extension": "c-sharp",
"max_stars_count": "2.0",
"max_stars_repo_name": "BohdanMosiyuk/samples",
"max_stars_repo_path": "snippets/csharp/VS_Snippets_Data/Classic WebData XmlNode.NextSibling Example/CS/source.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1139"
} | starcoder | <filename>snippets/csharp/VS_Snippets_Data/Classic WebData XmlNode.NextSibling Example/CS/source.cs
// <Snippet1>
using System;
using System.Xml;
public class Sample {
public static void Main() {
XmlDocument doc = new XmlDocument();
doc.Load("books.xml");
XmlNode currNode = doc.Document... | 3.259122 | 3de711822e614f6b3ef191ecc68101a3 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1139 | {
"extension": "c-sharp",
"max_stars_count": "0.0",
"max_stars_repo_name": "pirocorp/Databases-Advanced---Entity-Framework",
"max_stars_repo_path": "09. Best Practices/Exercises/PhotoShare/PhotoShare.Client/Core/PhotoShareProfile.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1140"
} | starcoder | namespace PhotoShare.Client.Core
{
using AutoMapper;
using Models;
using Dtos;
public class PhotoShareProfile : Profile
{
public PhotoShareProfile()
{
this.CreateMap<User, User>();
this.CreateMap<Town, Town>();
this.CreateMap<Album, Album>();
... | 2.282982 | d4f1913c61064d4294a6eaf952edb2a3 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1140 | {
"extension": "c-sharp",
"max_stars_count": "0.0",
"max_stars_repo_name": "TheSuperShoe/IoT-Experiments",
"max_stars_repo_path": "src/PhilipsHueDSB/AdapterLib/HueBridgeDevice.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1141"
} | starcoder | /*
* AllJoyn Device Service Bridge for Philips Hue
*
* Copyright (c) <NAME>
* All rights reserved.
*
* MIT License
*
* Permission is hereby granted, free of charge, to any person obtaining a copy of this
* software and associated documentation files (the "Software"), to deal in the Software
* without r... | 2.080732 | 0ae9f35c252e60cd412983d29c311244 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1141 | {
"extension": "c-sharp",
"max_stars_count": "0.0",
"max_stars_repo_name": "MAKS-IT-COM/reactredux",
"max_stars_repo_path": "webapi/Core/Abstractions/Models/RequestModel.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1142"
} | starcoder | using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
namespace Core.Abstractions.Models {
public abstract class RequestModel {
}
}
| 1.251425 | 84414b9ea5e47252720fc14fdfd61541 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1142 | {
"extension": "c-sharp",
"max_stars_count": "0.0",
"max_stars_repo_name": "GerHobbelt/GraphView",
"max_stars_repo_path": "GraphView/Transaction/SingletonVersionDictListVisitor.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1143"
} | starcoder | <reponame>GerHobbelt/GraphView<gh_stars>0
namespace GraphView.Transaction
{
using System;
using System.Threading;
using NonBlocking;
internal class SingletonVersionDictListVisitor : VersionTableVisitor
{
private readonly ConcurrentDictionary<object, VersionList> dict;
public Sing... | 2.067719 | 5a25da9330992ce45472ef1f9d7810d4 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1143 | {
"extension": "c-sharp",
"max_stars_count": "0.0",
"max_stars_repo_name": "FernandoCalmet/CS-ASPNET-Core-MVC-Permission-Management",
"max_stars_repo_path": "PermissionManagement.MVC/Permission/PermissionPolicyProvider.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1144"
} | starcoder | <gh_stars>0
using Microsoft.AspNetCore.Authorization;
using Microsoft.Extensions.Options;
using System;
using System.Threading.Tasks;
namespace PermissionManagement.MVC.Permission
{
internal class PermissionPolicyProvider : IAuthorizationPolicyProvider
{
public DefaultAuthorizationPolicyProvider Fallb... | 2.342222 | 049d9063544aaf6286024f9d8469db67 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1144 | {
"extension": "c-sharp",
"max_stars_count": "1.0",
"max_stars_repo_name": "philasmar/aws-sdk-net",
"max_stars_repo_path": "sdk/src/Services/SavingsPlans/Generated/_bcl35/AmazonSavingsPlansClient.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1145"
} | starcoder | /*
* Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License").
* You may not use this file except in compliance with the License.
* A copy of the License is located at
*
* http://aws.amazon.com/apache2.0
*
* or in the "li... | 1.438178 | 19115fd61bd4773b66e04fd7e32a9468 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1145 | {
"extension": "c-sharp",
"max_stars_count": "1.0",
"max_stars_repo_name": "DFE-Digital/spi-entitysquasher",
"max_stars_repo_path": "src/Dfe.Spi.EntitySquasher/Dfe.Spi.EntitySquasher.Infrastructure.SpiAdapter/IStoreDataAdapter.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1146"
} | starcoder | <filename>src/Dfe.Spi.EntitySquasher/Dfe.Spi.EntitySquasher.Infrastructure.SpiAdapter/IStoreDataAdapter.cs
using System;
using System.Collections.Generic;
using System.Net.Http;
using System.Threading;
using System.Threading.Tasks;
using Dfe.Spi.Common.Context.Definitions;
using Dfe.Spi.Common.Logging.Definitions;
usin... | 1.952201 | 0a403e0231d1af5c54af8ba6c9456a11 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1146 | {
"extension": "c-sharp",
"max_stars_count": "3.0",
"max_stars_repo_name": "DanFraserUK/EvEESITool",
"max_stars_repo_path": "EvEESIDownloadTool/DataClasses/FleetData.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1147"
} | starcoder | using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using ESI.NET.Models.Fleets;
using Newtonsoft.Json;
namespace EvEESITool
{
public class FleetData : DataClassesBase
{
public Settings FleetSettings(int fleetID)
{
ret... | 2.306485 | 02cbb0fbc97e4d13005ad5db192e3a6f |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1147 | {
"extension": "c-sharp",
"max_stars_count": "1.0",
"max_stars_repo_name": "JiYangJi/QFramework",
"max_stars_repo_path": "Unity2018Main/Assets/QFramework/Framework/Toolkits/ActionKit/Extensions/ActionKitDOTweenAction/Example/ActionKitDOTweenActionExample.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1148"... | starcoder | /****************************************************************************
* Copyright (c) 2018.12 ~ 2020.5 liangxie MIT License
*
* http://qframework.io
* https://github.com/liangxiegame/QFramework
****************************************************************************/
using DG.Tweening;
using UnityEn... | 1.874201 | 64f71335d75f0f4dd4ad363951f43659 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1148 | {
"extension": "c-sharp",
"max_stars_count": "7.0",
"max_stars_repo_name": "Energinet-DataHub/geh-metering-point",
"max_stars_repo_path": "source/Energinet.DataHub.MeteringPoints.Messaging/LocalMessageHubDataAvailableClient.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1149"
} | starcoder | // Copyright 2020 Energinet DataHub A/S
//
// Licensed under the Apache License, Version 2.0 (the "License2");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or a... | 1.549001 | 022af6d0aaca369fc684e3a8eb124b69 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1149 | {
"extension": "c-sharp",
"max_stars_count": "1.0",
"max_stars_repo_name": "joasimonson/CopaFilmes",
"max_stars_repo_path": "server/src/CopaFilmes.Api/Middlewares/Exceptions/ExceptionMiddleware.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1150"
} | starcoder | using Microsoft.AspNetCore.Http;
using Microsoft.Extensions.Logging;
using Newtonsoft.Json;
using System;
using System.Net;
using System.Threading.Tasks;
namespace CopaFilmes.Api.Middlewares.Exceptions
{
public class ExceptionMiddleware
{
private readonly RequestDelegate _next;
private readonl... | 2.838582 | cefb8a3ed5c3eded3599ac4b3c488f27 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1150 | {
"extension": "c-sharp",
"max_stars_count": "1828.0",
"max_stars_repo_name": "8VAid8/FastReport",
"max_stars_repo_path": "Extras/Core/FastReport.Data/FastReport.Data.Json/JsonConnectionStringBuilder.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1151"
} | starcoder | using System.Data.Common;
namespace FastReport.Data
{
/// <summary>
/// Represents the JsonDataConnection connection string builder.
/// </summary>
/// <remarks>
/// Use this class to parse connection string returned by the <b>JsonDataConnection</b> class.
/// </remarks>
public class JsonC... | 3.030545 | cd41c95e63828af2f1cca90e92e3f873 |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1151 | {
"extension": "c-sharp",
"max_stars_count": "0.0",
"max_stars_repo_name": "asmexcaliburwoods/opensim",
"max_stars_repo_path": "OpenSim/Region/ScriptEngine/XEngine/XEngine.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1152"
} | starcoder | /*
* Copyright (c) Contributors, http://opensimulator.org/
* See CONTRIBUTORS.TXT for a full list of copyright holders.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
* * Redistributions of source code must r... | 1.404506 | 6340bc556cb88349d666b817877c7dec |
2023-09-08T23:13:54.392Z | 2023-09-08T23:13:54.392Z | 1152 | {
"extension": "c-sharp",
"max_stars_count": "6.0",
"max_stars_repo_name": "thfabian/Bifrost",
"max_stars_repo_path": "source/compiler/Compiler/Core/Extension.cs",
"provenance": "train-00000-of-00045.jsonl.gz:1153"
} | starcoder | // ____ _ __ _
// | _ \(_)/ _| | |
// | |_) |_| |_ _ __ ___ ___| |_
// | _ <| | _| '__/ _ \/ __| __|
// | |_) | | | | | | (_) \__ \ |_
// |____/|_|_| |_| \___/|___/\__| 2018 - 2019
//
//
// This file is distributed under the MIT License (MIT).
// See LICENSE.txt for details.
... | 2.271025 | d189844730e9fb92e1b2f634f0ded719 |
CPT Data Pool
This repository hosts a large-scale CPT corpus designed for continual pre-training of domain-specific large language models. It serves as a data component of the 👉F2D-LLM framework, an end-to-end pipeline for domain-specific LLM training.
For detailed data processing, scoring methods, and sampling strategies, please refer to the official 👉GitHub repo.
Overall, the dataset contains approximately 271B tokens and is stored as jsonl files with a unified schema, covering mathematical reasoning, programming code, academic knowledge and general knowledge. All data sources are annotated with quality score tags and the sampling ratios below have been experimentally validated as an effective mix.
| Category | Size (tokens) | Category Ratio | Source | Source Ratio | Source License | Score Tag |
|---|---|---|---|---|---|---|
| Mathematical reasoning | 34B | 35% | Dolma 1.7-AlgebraicStack | 12% | ODC‑BY | math-score |
| Dolma 1.7-OpenWebMath | 11% | ODC‑BY | math-score |
|||
| MegaMath-Web-Pro | 12% | ODC‑BY | math-score |
|||
| Programming code | 100B | 20% | StarCoder | 20% | Original repository permissive licenses | code-score |
| Academic knowledge | 77B | 15% | Dolma 1.7-RedPajama-arXiv | 10% | ODC‑BY | edu-score |
| Pes2o | 5% | ODC‑BY | edu-score |
|||
| General knowledge | 60B | 30% | Dolma 1.7-CC News | 4% | ODC‑BY | edu-score |
| Dolma 1.7-Wiki | 6% | ODC‑BY | edu-score |
|||
| Dolma 1.7-Books | 4% | ODC‑BY | edu-score |
|||
| Dolma 1.7-MegaWika | 5% | ODC‑BY | edu-score |
|||
| Dolma 1.7-Reddit | 1% | ODC‑BY | edu-score |
|||
| Dolma 1.7-Flan | 10% | ODC‑BY | edu-score |
|||
| Total | 271B | 100% | - | 100% | - | - |
Important: The CPT Data Pool is aggregated from multiple publicly available sources, each of which is subject to its own license. While the scripts and preprocessing workflow are licensed under the Apache License 2.0, redistribution of the dataset must comply with the original data licenses. Users are responsible for adhering to the terms of each individual data source when using or redistributing the source data.
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