datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
algerian-darja-corpus
Algerian Darja Corpus
A high-quality dataset containing conversational transcripts in Algerian Darja (Algerian Arabic dialect). The corpus features natural, real-world discussions, podcasts, and conversations that represent how Darja is spoken today. It highlights extensive code-switching between Algerian Arabic, French, and English, written in both Arabic and Latin (Arabizi/Franco-Algerian) scripts.
Dataset Summary
The Algerian Darja Corpus consists of… See the full description on the dataset page: https://huggingface.co/datasets/touati-kamel/algerian-darja-corpus.algerian-darja-corpus
Algerian Darja Corpus
11,151 long-form conversational transcripts in Algerian Darja for language modeling of real spoken Algerian, by Kamel Touati (Independent AI Researcher, Algiers, ORCID 0009-0000-5330-2123, Hugging Face touati-kamel), mirrored on the Algerian NLP Collective. Counted 2026-09-17 via the Hub datasets-server (/info?dataset=algerian-nlp/algerian-darja-corpus: 11,151 train rows) and re-counted row-by-row with datasets streaming… See the full description on the dataset page: https://huggingface.co/datasets/algerian-nlp/algerian-darja-corpus.DziriEval
DziriEval
1,000 native multiple-choice questions in Algerian Darja for LLM evaluation, from the Algerian NLP Collective. Counted 2026-09-17 via the Hub datasets-server (/info?dataset=algerian-nlp/DziriEval: 1,000 train rows) and re-counted row-by-row with datasets streaming (load_dataset("algerian-nlp/DziriEval", split="train", streaming=True): 1,000 rows).
The default config answers: does the model understand Algerian culture, geography, history, everyday life, and the Darja… See the full description on the dataset page: https://huggingface.co/datasets/algerian-nlp/DziriEval.DziriAlign
DziriAlign
1,000 preference pairs (prompt, chosen, rejected) for aligning language models with Algerian Darja and its sociocultural norms, from the Algerian NLP Collective. Counted 2026-09-17 via the Hub datasets-server (/info?dataset=algerian-nlp/DziriAlign: 1,000 train rows) and re-counted row-by-row with datasets streaming (load_dataset("algerian-nlp/DziriAlign", split="train", streaming=True): 1,000 rows).
The default config answers: when two replies compete, which one… See the full description on the dataset page: https://huggingface.co/datasets/algerian-nlp/DziriAlign.algerian-darija-customer-service-sample
Algerian Darija customer messages — stratified sample
500 spontaneous Algerian Darija messages, written by real customers, drawn from a
first-party corpus of 869,166 customer messages. Every message here is unique
after normalization, de-identified, and typed by a human — nothing elicited, translated, scraped or
generated.
Algerian Darija (ISO 639-3 arq) is spoken by around 45 million people and is one of the worst-covered
varieties in current language models. For scale: PADIC… See the full description on the dataset page: https://huggingface.co/datasets/dzcorpora/algerian-darija-customer-service-sample.algerian-realestate-ner-dataset
Algerian-realestate-NER-dataset
Dataset Description
This is a specialized Named Entity Recognition dataset extracted from the complex reality of the Algerian digital real-estate market in Facebook groups, it contains 13 labeled entity and 7138 training example
Real estate advertisements in Algeria (found on Facebook groups) are unstructured , noisy and bloated with code-switching between Algerian Darja (dialect), Arabizi, Standard Arabic, and French, This dataset… See the full description on the dataset page: https://huggingface.co/datasets/81melody/algerian-realestate-ner-dataset.algerian-cars-realestate-search-dataset
algerian-cars-realestate-search-dataset
A multilingual query/listing relevance dataset for Algerian marketplace search, built from algerian search listings (vehicles and real estate) with user queries in Darja, Arabizi, French, and Arabic.
Each example pairs a search query with a listing document and a relevance score in [0, 1]. Positive pairs come from true query-listing matches; negatives were mined using the 81melody/algerianME5 dense retriever (hard negatives: top-retrieved… See the full description on the dataset page: https://huggingface.co/datasets/81melody/algerian-cars-realestate-search-dataset.algerian-realestate-intent
algerian-realestate-intent
A 3-class intent classification dataset for Algerian real-estate posts scraped from public Facebook groups — labels each post as BUYER, SELLER, or IRRELEVANT.
Posts are written in Algerian Darja (dialect), Arabizi (Arabic in Latin script), Modern Standard Arabic, and French, often heavily code-switched. This dataset was used to train 81melody/algerianDeBERTa-realestate-intent, the intent-classification stage of the DZ Pulse real-estate data-curation… See the full description on the dataset page: https://huggingface.co/datasets/81melody/algerian-realestate-intent.