datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
iamd_v0
Internet Archive Music Dataset (IAMD v0)
~4.2M thirty-second music segments (34,469 hours) sourced from
Creative-Commons audio on the Internet Archive, each
paired with machine-generated natural-language captions and the original item
metadata.
Segments
4.2M
Audio
34k hours
Segment length
30 s nominal (mean 29.22 s)
Format
MP3, 320 kbps CBR, native channels + sample rate
Shards
2,320 Parquet files
Download size
4.53 TB
Loading
A… See the full description on the dataset page: https://huggingface.co/datasets/Telecom-Paris/iamd_v0.sakuragpt_synthetic_ja_zh
Dataset Card for skr_trans_distill
本数据集由 SakuraLLM 大模型生成机器翻译结果，主要用于模型蒸馏训练。数据集包含日文原文及其对应的中文翻译，适用于日译中任务的模型训练与蒸馏。
Dataset Details
Dataset Description
本数据集使用 SakuraLLM 大模型对日文文本进行机器翻译，生成日译中的平行语料，主要用于知识蒸馏场景下的小模型训练。
Curated by: telecomadm1145
Shared by [optional]: telecomadm1145
Language(s) (NLP): Japanese (ja), Chinese (zh)
License: MIT
Dataset Sources [optional]
Repository: telecomadm1145/skr_trans_distill
Paper [optional]: [More… See the full description on the dataset page: https://huggingface.co/datasets/telecomadm1145/sakuragpt_synthetic_ja_zh.TelecomTS
📡 TelecomTS: A Multi-Modal Telecom Dataset
TelecomTS is a large-scale, high-resolution, multi-modal dataset derived from a 5G telecommunications testbed. It is the first public observability dataset to preserve deanonymized observability metrics with absolute scale information, encompassing by design various downstream tasks beyond forecasting such as anomaly detection, root-cause analysis, and multi-modal reasoning.
Observability data, particularly in… See the full description on the dataset page: https://huggingface.co/datasets/AliMaatouk/TelecomTS.test13Telecommunication_SMS_time_series
SMS Time series data for traffic and fraud forecasting. TeleWhale vendor collected data
This dataset contains various time series from vendors.
Shashkov A.A.
Vendor A: 01.03.23-14.08.23
TS_*_all - Count of all SMS
Vendor A: January
TS_*_fraud - Count of fraud
TS_*_all - Count of all SMS
TS_*_hlrDelay - Mean values of hlr delay
Vendor B: January 1-8
1-8_TS_*_fraud - Count of fraud
1-8_TS_*_all - Count of all SMS
1-8_TS_*_hlrDelay -… See the full description on the dataset page: https://huggingface.co/datasets/Shashkovich/Telecommunication_SMS_time_series.creative_writing
Dataset Card for telecomadm1145/creative_writing
Dataset Details
Dataset Description
This dataset is a small-scale instruction–response dataset focused on creative writing tasks.Each example consists of a prompt (instruction specifying writing style, perspective, tone, etc.) and a response (a story segment or novel-like output).
The dataset emphasizes:
Creative Writing (light novel style, emotional narrative, dialogue-driven, descriptive prose).… See the full description on the dataset page: https://huggingface.co/datasets/telecomadm1145/creative_writing.test14danbooru-convnext-embeddings3telecom
telecom
An executable Environment for evaluating and training tool-using agents. Kullback built it from recorded traces of a working agent, and Leibler publishes it.
The package holds the rebuilt world: a database, one function per tool that behaves the way the real tool was observed to behave, the compiled policy, and the Starting state each Task begins from. It also holds the Task list with the instruction a candidate gets, and a code-only Verifier per Task that grades the… See the full description on the dataset page: https://huggingface.co/datasets/leibler/telecom.telecom-conversation-corpus
Telecom 200k Dataset Overview
This dataset consists of 200,000 synthetically generated conversations in a customer service setting for the telecom industry. There are two speakers: a customer, and an agent.
Execution-Finality-Enforcement-for-AI-Agents-AI-Native-Telecom-Financial-Systems
Identity Is Not Authority: Execution-Finality Enforcement for AI Agents, 6G, Financial, Digital, and Autonomous Systems
Non-Routable, Non-Bearer Virtual Identity Bound to a Protected Compliance Jurisdiction Structure, Exact-Act Validation, LAVR, Execution Handle, and Finality Sink Verification
Author: Sangam DasTechnical domain: AI security, agentic AI, trusted computing, execution governance, digital identity, 6G/telecommunications, financial infrastructure… See the full description on the dataset page: https://huggingface.co/datasets/sangamdas/Execution-Finality-Enforcement-for-AI-Agents-AI-Native-Telecom-Financial-Systems.masters-telecom-kb-corpusCanonical corpus for Masters Telecom internal RAG applications.
Contains prepared artifacts in:
corpus/_RAG_Ready_KB_Organized/03_manifests
corpus/_RAG_Ready_KB_Organized/04_ingestion
and canonical source documents under:
corpus/_RAG_Ready_KB_Organized/01_documents
500-telecomm-personnel-table-qawikipedia_synthetic_ja_zhesjzone_novel_cn500-telecomm-personnel-table-national-idExecution-Finality-Security-for-Agentic-AI-Autonomous-Systems-Cloud-Payments-Telecom-OS-and-Robo
Dataset Description
The architecture addresses a structural gap in modern AI and autonomous systems: the separation between computation and external consequence. Existing protocols and controls (identity, access control, encryption, logging, policy engines) govern movement, authentication, and recording of data. They do not, by themselves, make the transition from a generated act to an externally effective act a protected technical precondition.
This dataset provides a clean… See the full description on the dataset page: https://huggingface.co/datasets/sangamdas/Execution-Finality-Security-for-Agentic-AI-Autonomous-Systems-Cloud-Payments-Telecom-OS-and-Robo.500-telecomm-personnel-tableafrica-synth-telecom-maintenance-work-orders-nigeria
Africa Synth Telecom Maintenance Work Orders Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-telecom-maintenance-work-orders-nigeria.africa-synth-telecom-mobile-money-transaction-records-nigeria
Mobile Money Transaction Records Nigeria (TsFile)
This dataset is a TsFile conversion of
electricsheepafrica/africa-synth-telecom-mobile-money-transaction-records-nigeria.
Modalities: Time-series.
Source Dataset
The source dataset contains synthetic Nigerian mobile-money transaction records,
including peer-to-peer transfers, airtime purchases, bill payments, merchant
payments, cash-in/cash-out, and wallet top-ups.
Source metadata:
Category: Financial and Fraud… See the full description on the dataset page: https://huggingface.co/datasets/THULab/africa-synth-telecom-mobile-money-transaction-records-nigeria.telecom-database-publicafrica-synth-telecom-call-detail-records-nigeria
Africa Synth Telecom Call Detail Records Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 1M<n<10M - Formats: parquet - Sector: technology_digital - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-telecom-call-detail-records-nigeria.ccmatrix_clean_en_jaqwen3.5-9B-tau2bench-telecom-traces
Qwen3.5-9B tau2-bench Telecom Traces (Judged)
Dataset
Execution traces from Qwen3.5-9B on tau2-bench telecom domain.
Model: Qwen3.5-9B with thinking mode (temperature=0.6, top_p=0.95)
Domain: Telecom customer service (MMS, mobile data, service issues)
Traces: 1,625 total
Oracle reward: 442 pass (27.2%), 1,183 fail
Judge scores: 1,321 traces scored by GPT-5.4 (v2 rubric, 3 dimensions)
max_steps: 50
Format
Each line is a JSON object with:
task_id:… See the full description on the dataset page: https://huggingface.co/datasets/KermitCO/qwen3.5-9B-tau2bench-telecom-traces.telecom-kg-rel19
3GPP Rel-19 Telecom Knowledge Graph (KG + Chunks)
Dataset Summary
This dataset, developed by Khalifa University Research Institute for Digital Future (KU-DF), contains a large-scale telecom-domain knowledge graph built from 3GPP Release 19 specifications, together with the underlying text chunks used for extraction and grounding.
It supports research and development in:
Telecom and networking
Knowledge graphs
LLM-based reasoning over standards
Retrieval-Augmented… See the full description on the dataset page: https://huggingface.co/datasets/GSMA/telecom-kg-rel19.home-telecom-callcenter-transcripts-viewer
Home/Telecom Call Center Transcript Viewer V2
This public dataset is a flattened viewer copy of one source archive from AIxBlock/92k-real-world-call-center-scripts-english:
home_ervice_inbound&telecom _outbound.zip
It was converted so Hugging Face Data Studio can display the contents as regular Parquet tables.
Splits
default/train: one row per transcript, all 3,239 transcripts from the source zip.
turns/turns: one row per inferred timestamp/sentence turn, linked by… See the full description on the dataset page: https://huggingface.co/datasets/yevgeniy03/home-telecom-callcenter-transcripts-viewer.telecom-intent-config-sft-10k
Telecom Intent→Config SFT Dataset (10K)
The first open SFT dataset for training LLMs to translate natural language network intents into structured 5G/6G configurations.
This dataset addresses the #1 gap identified in the telecom LLM research landscape: there is no public training dataset for intent-to-policy translation. All existing telecom datasets (TeleQnA, ORANBench-13K, 6G-Bench) are MCQ evaluation benchmarks — not instruction-following format. This dataset fills that gap.… See the full description on the dataset page: https://huggingface.co/datasets/nraptisss/telecom-intent-config-sft-10k.africa_telecom_call_detail_records_nigeria
Africa Telecom Call Detail Records Nigeria TsFile
This dataset is a TsFile conversion of
electricsheepafrica/africa-synth-telecom-call-detail-records-nigeria,
a synthetic Nigerian telecom call detail record dataset.
Modalities: Time-series.
Source Dataset
Original dataset: electricsheepafrica/africa-synth-telecom-call-detail-records-nigeria
Source files: call_detail_records.parquet and a CSV copy
Source rows: 1,000,000
Source columns: 13
License: gpl… See the full description on the dataset page: https://huggingface.co/datasets/THULab/africa_telecom_call_detail_records_nigeria.africa-synth-telecom-quality-of-service-metrics-nigeria
Africa Synth Telecom Quality of Service Metrics Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: technology_digital - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-telecom-quality-of-service-metrics-nigeria.africa-synth-telecom-average-revenue-per-user-nigeria
Africa Synth Telecom Average Revenue Per User Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: technology_digital - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-telecom-average-revenue-per-user-nigeria.