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cohere-transcribe-arabic-07-2026

Coherefamily · Audiodocs.cohere.com/docs/models

Finetune optimized for Arabic audio inputs

Open in Graph
data quality68

Updated 6 h ago · first seen 11 Sept 2026

model_01M294H99YT5GCHS2VEGK95FP5

Overview

Identity

Identity block not returned by the API for this entity.

Openness

Openness not classified yet — no sourced evidence to place this model in the ontology.

Key facts

Release date

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Status

Source:Cohere — docs & blogT1observed 12 h agohigh

Official page
docs.cohere.com/docs/models

Source:Cohere — docs & blogT1observed 12 h agohigh

API model id

Source:Cohere — docs & blogT1observed 12 h agohigh

Architecture

Architecture

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Model type

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Parameters

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Weights dtype

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

File size

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Library name

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Pipeline tag

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Hugging Face repo

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Capabilities

Modalities

Modalities unavailable.

Capabilities

  • Tool calling

    Unavailable

  • Structured output

    Unavailable

  • Reasoning

    Unavailable

  • Vision

    Unavailable

  • Audio

    Unavailable

  • Fine-tuning available

    Unavailable

No capability flags have been observed from a source yet — we do not infer them.

Languages

Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium

Hardware fit37

Estimated

37 of 37 device × quantization combinations fit.

Run locally: your machine →
Estimated hardware fit
HardwareQuantizationDevice memoryEst. memoryFits
Apple M3 Ultra4bit—1.7 GB est.Yes
Mac Studio (Apple M5 Ultra)4bit—1.7 GB est.Yes
Apple M2 Ultra4bit—1.7 GB est.Yes
Apple M1 Ultra4bit—1.7 GB est.Yes
Apple M3 Max4bit—1.7 GB est.Yes
Apple M4 Max4bit—1.7 GB est.Yes
Mac Studio (Apple M5 Max)4bit—1.7 GB est.Yes
MacBook Pro (Apple M5 Max)4bit—1.7 GB est.Yes
Apple M2 Max4bit—1.7 GB est.Yes
Apple M1 Max4bit—1.7 GB est.Yes
Apple M4 Pro4bit—1.7 GB est.Yes
Mac mini (Apple M5 Pro)4bit—1.7 GB est.Yes
MacBook Pro (Apple M5 Pro)4bit—1.7 GB est.Yes
Apple M3 Pro4bit—1.7 GB est.Yes
Apple M1 Pro4bit—1.7 GB est.Yes
Apple M2 Pro4bit—1.7 GB est.Yes
Apple M44bit—1.7 GB est.Yes
iMac (Apple M4)4bit—1.7 GB est.Yes
Mac mini (Apple M6)4bit—1.7 GB est.Yes
MacBook Air (Apple M5)4bit—1.7 GB est.Yes
MacBook Pro (Apple M5)4bit—1.7 GB est.Yes
Apple M24bit—1.7 GB est.Yes
Apple M34bit—1.7 GB est.Yes
Apple M14bit—1.7 GB est.Yes
NVIDIA GeForce RTX 30904bit24 GB1.7 GB est.Yes
NVIDIA GeForce RTX 40904bit24 GB1.7 GB est.Yes
NVIDIA GeForce RTX 50904bit32 GB1.7 GB est.Yes
NVIDIA A100 80GB4bit80 GB1.7 GB est.Yes
NVIDIA H100 SXM4bit80 GB1.7 GB est.Yes
NVIDIA H100 NVL4bit94 GB1.7 GB est.Yes
NVIDIA DGX Spark4bit128 GB1.7 GB est.Yes
NVIDIA H2004bit141 GB1.7 GB est.Yes
NVIDIA H200 NVL4bit141 GB1.7 GB est.Yes
NVIDIA B2004bit180 GB1.7 GB est.Yes
AMD Instinct MI300X4bit192 GB1.7 GB est.Yes
AMD Instinct MI325X4bit256 GB1.7 GB est.Yes
NVIDIA DGX B2004bit1,440 GB1.7 GB est.Yes
Assumptions (6)
  • Estimated, not measured: weights = parameters × bytes/param × 1.15 runtime overhead.
  • bytes/param: 4bit = 0.5, 8bit = 1.0, fp16 = 2.0 (uniform quantization, no per-layer exceptions).
  • KV cache approximated at 0.5 GB per 8 192 tokens of context, independent of architecture (GQA/MLA models need less).
  • A model 'fits' when the estimate is at most the device memory minus 2 GB reserved for the OS and framework.
  • Mixture-of-experts models are estimated on total parameters (all experts must be resident); active parameters are ignored.
  • Device memory uses the largest configuration when several are listed (e.g. Apple silicon tiers).

Lineage

Open in Graph →
Explicit derived_from / fine_tuned_from / distilled_from relations stated by sources; artifacts collapsed by kind.
ANCESTORS 1cohere-transcribe-03-20262.07Bcohere-transcribe-03-2026 — 2.07Bcohere-transcribe-arabic-07-2…2.07B params · this modelcohere-transcribe-arabic-07-2026 — 2.07B params · this model

Timeline1

Full timeline →

Change history26

Temporal, append-only claims: a new observation closes the previous claim instead of overwriting it. Rewind the record with the as-of picker.

Viewing AI Atlas as of 12 Sept 2026 — attributes exactly as the atlas knew them on that day; later corrections are not shown.

Back to today →

Attributes as of 12 Sept 2026 30 claims in force

Family
Audio
Release date
18 Jun 2026
Status
active
Openness
open-weights
License
Apache-2.0
Architecture
CohereAsrForConditionalGeneration
Parameters
2.07B
Languages
ar, en
API model id
cohere-transcribe-arabic-07-2026
Base model
CohereLabs/cohere-transcribe-03-2026
File size
4.1 GB
Hugging Face repo
CohereLabs/cohere-transcribe-arabic-07-2026
Pipeline tag
automatic-speech-recognition
Downloads
47,352
Likes
188
Commercial use allowed
Yes
Derivatives allowed
Yes
Endpoints
Audio Transcriptions
Gated
auto
Last modified
2026-07-13T16:11:20+00:00
Library name
transformers
Downloads all time
116,958
Model type
cohere_asr
Redistribution allowed
Yes
Tags
transformers, safetensors, cohere_asr, automatic-speech-recognition, audio, speech-recognition, transcription, arabic, asr, arabic-asr, arabic-dialect, arabic-speech-recognition, ar, en
Weights available
Yes
Weights dtype
BF16
26 claims · 26 properties

Familyfamily1

Claim history for Family
ValueValid from → toStatusSourceConfidenceExtractor
Audio → currentcurrentCohere — docs & blogT1highdeterministic

Release daterelease_date1

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ValueValid from → toStatusSourceConfidenceExtractor
18 Jun 2026 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Statusstatus1

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ValueValid from → toStatusSourceConfidenceExtractor
active → currentcurrentCohere — docs & blogT1highdeterministic

Opennessopenness1

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ValueValid from → toStatusSourceConfidenceExtractor
restricted → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Licenselicense1

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ValueValid from → toStatusSourceConfidenceExtractor
apache-2.0 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Architecturearchitecture1

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ValueValid from → toStatusSourceConfidenceExtractor
CohereAsrForConditionalGeneration → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Parametersparameter_count1

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ValueValid from → toStatusSourceConfidenceExtractor
2.07B → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Languageslanguages1

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ValueValid from → toStatusSourceConfidenceExtractor
ar, en → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

API model idapi_model_id1

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ValueValid from → toStatusSourceConfidenceExtractor
cohere-transcribe-arabic-07-2026 → currentcurrentCohere — docs & blogT1highdeterministic

Base modelbase_model1

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ValueValid from → toStatusSourceConfidenceExtractor
CohereLabs/cohere-transcribe-03-2026 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

File sizefile_size_gb1

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ValueValid from → toStatusSourceConfidenceExtractor
4.1 GB → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Hugging Face repohf_repo1

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ValueValid from → toStatusSourceConfidenceExtractor
CohereLabs/cohere-transcribe-arabic-07-2026 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Pipeline tagpipeline_tag1

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ValueValid from → toStatusSourceConfidenceExtractor
automatic-speech-recognition → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Official pageofficial_url1

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ValueValid from → toStatusSourceConfidenceExtractor
https://docs.cohere.com/docs/models → currentcurrentCohere — docs & blogT1highdeterministic

Model cardmodel_card_url1

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ValueValid from → toStatusSourceConfidenceExtractor
https://huggingface.co/CohereLabs/cohere-transcribe-arabic-07-2026 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Downloadsmetric.downloads1

Claim history for Downloads
ValueValid from → toStatusSourceConfidenceExtractor
47,352 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Likesmetric.likes1

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ValueValid from → toStatusSourceConfidenceExtractor
188 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Descriptiondescription1

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ValueValid from → toStatusSourceConfidenceExtractor
Finetune optimized for Arabic audio inputs → currentcurrentCohere — docs & blogT1highdeterministic

Endpointsendpoints1

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ValueValid from → toStatusSourceConfidenceExtractor
Audio Transcriptions → currentcurrentCohere — docs & blogT1highdeterministic

Gatedgated1

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ValueValid from → toStatusSourceConfidenceExtractor
auto → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Last modifiedlast_modified1

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ValueValid from → toStatusSourceConfidenceExtractor
2026-07-13T16:11:20+00:00 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Library namelibrary_name1

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ValueValid from → toStatusSourceConfidenceExtractor
transformers → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Downloads all timemetric.downloads_all_time1

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ValueValid from → toStatusSourceConfidenceExtractor
116,958 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Model typemodel_type1

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ValueValid from → toStatusSourceConfidenceExtractor
cohere_asr → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Tagstags1

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ValueValid from → toStatusSourceConfidenceExtractor
transformers, safetensors, cohere_asr, automatic-speech-recognition, audio, speech-recognition, transcription, arabic, asr, arabic-asr, arabic-dialect, arabic-speech-recognition, ar, en → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Weights dtypeweights_dtype1

Claim history for Weights dtype
ValueValid from → toStatusSourceConfidenceExtractor
BF16 → currentcurrentHugging Face Hub (public pages, model cards, papers)T2mediumdeterministic

Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →

Provenance

Attributed facts

26

Source tiers

T1T26 / 20

Freshest observation

6 h ago

Conflicts

None

Source documents 3

Source documents
SourceDocumentTypeTierLast observedSnapshots
Cohere — docs & blogdocs.cohere.com/docs/models.md model_docsT1· Official3 h ago1
Hugging Face Hub (public pages, model cards, papers)huggingface.co/CohereLabs/cohere-transcribe-arabic-07-2026 model_pageT2· Quality secondary6 h ago4
Hugging Face Hub (public pages, model cards, papers)huggingface.co/models?author=CohereLabs&p=0&sort=downloads listingT2· Quality secondary6 h ago6

Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.

Data quality (68/100) measures how well AI Atlas knows this entity — completeness, primary-source ratio, freshness, conflicts — never how good the model is. Methodology →