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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
End of preview. Expand in Data Studio

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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