MODELHugging Face

4/5

GlotLID-M

Beembe (Kibembe)(beq)Classification (LID)FastTextfasttext

View Source

Model Info

Language

Beembe (Kibembe) (beq)

Architecture

fasttext

Institution

Kargaran et al. (CIS-LMU)

Last Updated

14 May 2026

Intended Use Cases

LID for 1665 languages

License & Access

SPDX identifierApache-2.0

Open — attribution required; commercial use allowed.

Provenance

Source URL

https://huggingface.co/cis-lmu/glotlid

Fetch Timestamp

14 May 2026

Submitter

Kargaran et al. (CIS-LMU)

Full Record

21 of 25 fields stated

Every column the registry tracks. Values marked derivedwere filled by a rule or read from the source's text rather than stated in its metadata; the rule or the quoted sentence is shown under the value.

Registry columns (17/18)

iso code: beq
Model Name: GlotLID-M
Where is it hosted: HuggingFace
Link: https://huggingface.co/cis-lmu/glotlid
Year: 2023
Creator/Author(s): Kargaran et al. (CIS-LMU)
Paper Reference: GlotLID: Language ID for Low-Resource Languages (EMNLP 2023); arXiv:2310.16248
NLP Task: Classification (LID)
Architecture: fasttext
Base Model: FastText
Fine-tuned?: Yes
License: Apache-2.0
Open Access: Open
Has Model Card: Yes
SOTA Tasks: LID for 1665 languages
Verified By: Not stated
Date Indexed: 2026-05-14
Comment: Likely covers via Bible/Wikipedia; per-lang verification required

Readiness (LRS) (4/7)

model id: glotlid-m-beq
Model Type: OtherderivedHugging Face card: pipeline_tag
Training Data Sources: GlotLID-C (Wikipedia + Bible + crawled data)
Benchmark Used: Not stated
Benchmark Score: Not stated
Benchmark Date: Not stated
Status: Activederivedupdated within 3 years

Readiness Score Breakdown

4/5

Data Coverage77%

Model Availability100%

Benchmarks67%

Documentation79%

Recency100%

Representativeness

Gender Balance

Regional Distribution

Dialect Coverage

Inclusivity

Relations Explorer link

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