datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
telco-retrieve-chunks
Telco-Retrieve Chunks — 3GPP Rel-19 Vector Database Grid
120 pre-built retrieval indexes over the 3GPP Release-19 corpus — one per
(embedding model × chunking strategy × enrichment strategy) configuration. Each is a complete
ChromaDB dense index plus a parallel SQLite FTS5 (BM25) index, ready to query with no
re-ingestion.
Part of the GSMA Open Telco AI initiative. Companion to
GSMA/telco-retrieve-QnA (the evaluation
questions) and the open-telco-rag pipeline that reads
these… See the full description on the dataset page: https://huggingface.co/datasets/GSMA/telco-retrieve-chunks.telco-customer-churn
Dataset Card for Telco Customer Churn
This dataset contains information about customers of a fictional telecommunications company, including demographic information, services subscribed to, location details, and churn behavior. This merged dataset combines the information from the original Telco Customer Churn dataset with additional details.
Dataset Details
Dataset Description
This merged Telco Customer Churn dataset provides a comprehensive view of customer… See the full description on the dataset page: https://huggingface.co/datasets/aai510-group1/telco-customer-churn.Telco-Common-Corpus Telco Common Corpus (TCC) is a ten billion tokens collection of fully open, free licensed telecommunications knowledge (scientific literature, patents, open data, and open-web projects) with licence and provenance verified at a document-level.
TCC stems from GSMA's effort to make AI work for the telecom sector. The Open-Telco LLM Benchmarks and the broader Open Telco AI initiative have already established that current models fall short on real telecom tasks, including network management and… See the full description on the dataset page: https://huggingface.co/datasets/GSMA/Telco-Common-Corpus.telco-customer-churn3Telco-Common-Corpus Telco Common Corpus (TCC) is a ten billion tokens collection of fully open, free licensed telecommunications knowledge (scientific literature, patents, open data, and open-web projects) with licence and provenance verified at a document-level.
TCC stems from GSMA's effort to make AI work for the telecom sector. The Open-Telco LLM Benchmarks and the broader Open Telco AI initiative have already established that current models fall short on real telecom tasks, including network management and… See the full description on the dataset page: https://huggingface.co/datasets/PleIAs/Telco-Common-Corpus.telcochurntelco_customer_churntelco-churn-7k
Telco Churn 7k
A 7,043-row customer-retention dataset drawn from a U.S. telecom provider. Each record profiles one account with 21 concise attributes and a Churn flag (Yes / No) indicating whether the customer left within the last month. The schema is:
customerID – unique subscriber identifier
gender – {Female, Male}
SeniorCitizen – {0, 1}
Partner, Dependents – {Yes, No}
tenure – months of service (0–72)
PhoneService, MultipleLines – {Yes, No, No phone service}… See the full description on the dataset page: https://huggingface.co/datasets/mnemoraorg/telco-churn-7k.telco-customer-churntelco-dpr-rag
Telco-DPR RAG
Dataset for Retrieval-Augmented Generation (RAG) based on Telco-DPR.
Structure
Subset
Splits
Description
corpus
train (default)
3GPP technical passages (text + tables) shared across all query splits
queries
train, dev, test
Synthetic telecom QA questions
qrels
train, dev, test
Relevance judgments (query ↔ passage)
answers
train, dev, test
Reference answers
Dataset statistics
Split
Queries
Corpus
train… See the full description on the dataset page: https://huggingface.co/datasets/DinoStackAI/telco-dpr-rag.telco-customer-churn2telco-customer-churn
Dataset Card for Telco Customer Churn
This dataset contains information about customers of a fictional telecommunications company, including demographic information, services subscribed to, location details, and churn behavior. This merged dataset combines the information from the original Telco Customer Churn dataset with additional details.
Dataset Details
Dataset Description
This merged Telco Customer Churn dataset provides a comprehensive view of customer… See the full description on the dataset page: https://huggingface.co/datasets/mirunavasile/telco-customer-churn.telco-customer-churn-corruptedPurposefully corrupted version of aai510-group1/telco-customer-churn for testing purposes.
Original README below.
Dataset Card for Telco Customer Churn
This dataset contains information about customers of a fictional telecommunications company, including demographic information, services subscribed to, location details, and churn behavior. This merged dataset combines the information from the original Telco Customer Churn dataset with additional details.
Dataset Details… See the full description on the dataset page: https://huggingface.co/datasets/m3at/telco-customer-churn-corrupted.telco-customer-churn
Dataset Card for Telco Customer Churn
This dataset contains information about customers of a fictional telecommunications company, including demographic information, services subscribed to, location details, and churn behavior. This merged dataset combines the information from the original Telco Customer Churn dataset with additional details.
Dataset Details
Dataset Description
This merged Telco Customer Churn dataset provides a comprehensive view… See the full description on the dataset page: https://huggingface.co/datasets/nihalslmm/telco-customer-churn.telco-churnopen-telco-energy-logs
Open-Telco Energy Logs
Per-model GPU energy measurements for 67 open-weight LLMs evaluated on the Open Telco benchmark suite. This is the raw data backing the energy and AMEI (AI Model Energy Index) tables in the AMEI paper.
Three measurement campaigns are included:
Campaign
Models
Hardware
Runtime
Suite
Samples/model
Schema
single_h100/
24
1×H100-80GB SXM
vLLM 0.8.5 (TP=1)
open_telco_5_benchmarks
1,400
v1.0
4x_h100/
35
4×H100-80GB SXM
vLLM 0.15.1 (TP=4)… See the full description on the dataset page: https://huggingface.co/datasets/emolero/open-telco-energy-logs.telco-customer-churn
Dataset Card for Telco Customer Churn
This dataset contains information about customers of a fictional telecommunications company, including demographic information, services subscribed to, location details, and churn behavior. This merged dataset combines the information from the original Telco Customer Churn dataset with additional details.
Dataset Details
Dataset Description
This merged Telco Customer Churn dataset provides a comprehensive view of customer… See the full description on the dataset page: https://huggingface.co/datasets/Brammi114/telco-customer-churn.telco-customer-churn
Dataset Card for Telco Customer Churn
This dataset contains information about customers of a fictional telecommunications company, including demographic information, services subscribed to, location details, and churn behavior. This merged dataset combines the information from the original Telco Customer Churn dataset with additional details.
Dataset Details
Dataset Description
This merged Telco Customer Churn dataset provides a comprehensive view of customer… See the full description on the dataset page: https://huggingface.co/datasets/muqsith123/telco-customer-churn.telco-churn-release
Telco Customer Churn
This dataset contains anonymized customer account records from a telecommunications provider, capturing demographic attributes, subscribed services, account tenure, billing details, and churn status. It is well suited for supervised binary classification tasks aimed at predicting whether a customer will churn (leave the service), as well as for exploratory analysis of customer retention drivers. Each row represents a unique customer account; the target… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/telco-churn-release.TelcoChurntelco-customer-churn
Dataset Card for Telco Customer Churn
This dataset contains information about customers of a fictional telecommunications company, including demographic information, services subscribed to, location details, and churn behavior. This merged dataset combines the information from the original Telco Customer Churn dataset with additional details.
Dataset Details
Dataset Description
This merged Telco Customer Churn dataset provides a comprehensive view of customer… See the full description on the dataset page: https://huggingface.co/datasets/N1ckser/telco-customer-churn.africa-ddos-gov-telco-dataset
DDoS Attacks on Government & Telco (Africa) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: parquet - Sector: governance_security - 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-ddos-gov-telco-dataset.telco-customer-churn
Dataset Card for Telco Customer Churn
This dataset contains information about customers of a fictional telecommunications company, including demographic information, services subscribed to, location details, and churn behavior. This merged dataset combines the information from the original Telco Customer Churn dataset with additional details.
Dataset Details
Dataset Description
This merged Telco Customer Churn dataset provides a comprehensive view of customer… See the full description on the dataset page: https://huggingface.co/datasets/Yosephcl/telco-customer-churn.telco-churn-7k
Telco Churn 7k
A 7,043-row customer-retention dataset drawn from a U.S. telecom provider. Each record profiles one account with 21 concise attributes and a Churn flag (Yes / No) indicating whether the customer left within the last month. The schema is:
customerID – unique subscriber identifier
gender – {Female, Male}
SeniorCitizen – {0, 1}
Partner, Dependents – {Yes, No}
tenure – months of service (0–72)
PhoneService, MultipleLines – {Yes, No, No phone service}… See the full description on the dataset page: https://huggingface.co/datasets/temporaldrift777/telco-churn-7k.embedded_faqs_telcocustomer_service_30k_telcom_client_agent_conversationstelco-churn-synthetictelco-logstelco-gaia-groundtruth
Telco-GAIA — Ground Truth (gated)
Answers + gold reasoning steps for the 100 Telco-GAIA tasks, plus the scorer.
ground_truth.json — task_id, category, language, question, final_answer, answer_type, steps, tools
evaluate.py, answer_matching.py — GAIA-style exact-match scorer
Pair with the open dataset kaust-generative-ai/telco-gaia for the questions, website,
and harness.
python evaluate.py --submission submission.json --ground-truth ground_truth.json --output results.json