ModelActive

cohere-transcribe-03-2026

Coherefamily · Audiodocs.cohere.com/docs/models

Open source model focused on high-accuracy, multilingual speech transcription.

Open in Graph

data quality62

Updated 6 h ago · first seen 11 Sept 2026

model_01M294H99PYEJW44HFNM01GHD5

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
Model card: huggingface.co/CohereLabs/cohere-transcribe-03-2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 12 h agomedium
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
Hardware	Quantization	Device memory	Est. memory	Fits
Apple M3 Ultra	4bit	—	1.7 GB est.	Yes
Mac Studio (Apple M5 Ultra)	4bit	—	1.7 GB est.	Yes
Apple M2 Ultra	4bit	—	1.7 GB est.	Yes
Apple M1 Ultra	4bit	—	1.7 GB est.	Yes
Apple M3 Max	4bit	—	1.7 GB est.	Yes
Apple M4 Max	4bit	—	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 Max	4bit	—	1.7 GB est.	Yes
Apple M1 Max	4bit	—	1.7 GB est.	Yes
Apple M4 Pro	4bit	—	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 Pro	4bit	—	1.7 GB est.	Yes
Apple M1 Pro	4bit	—	1.7 GB est.	Yes
Apple M2 Pro	4bit	—	1.7 GB est.	Yes
Apple M4	4bit	—	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 M2	4bit	—	1.7 GB est.	Yes
Apple M3	4bit	—	1.7 GB est.	Yes
Apple M1	4bit	—	1.7 GB est.	Yes
NVIDIA GeForce RTX 3090	4bit	24 GB	1.7 GB est.	Yes
NVIDIA GeForce RTX 4090	4bit	24 GB	1.7 GB est.	Yes
NVIDIA GeForce RTX 5090	4bit	32 GB	1.7 GB est.	Yes
NVIDIA A100 80GB	4bit	80 GB	1.7 GB est.	Yes
NVIDIA H100 SXM	4bit	80 GB	1.7 GB est.	Yes
NVIDIA H100 NVL	4bit	94 GB	1.7 GB est.	Yes
NVIDIA DGX Spark	4bit	128 GB	1.7 GB est.	Yes
NVIDIA H200	4bit	141 GB	1.7 GB est.	Yes
NVIDIA H200 NVL	4bit	141 GB	1.7 GB est.	Yes
NVIDIA B200	4bit	180 GB	1.7 GB est.	Yes
AMD Instinct MI300X	4bit	192 GB	1.7 GB est.	Yes
AMD Instinct MI325X	4bit	256 GB	1.7 GB est.	Yes
NVIDIA DGX B200	4bit	1,440 GB	1.7 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.

Timeline1

Full timeline →

11 Sept 2026
New modelModelcohere-transcribe-03-2026Cohere
New model: cohere-transcribe-03-2026 (Cohere)
cohere
docs.cohere.com

Change history37

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: 24 Mar 2026
Status: active
Openness: open-source
License: Apache-2.0
Architecture: CohereAsrForConditionalGeneration
Parameters: 2.07B
Languages: ar, de, el, en, es, fr, it, ja, ko, nl, pl, pt, vi, zh
API model id: cohere-transcribe-03-2026
File size: 4.1 GB
Hugging Face repo: CohereLabs/cohere-transcribe-03-2026
Pipeline tag: automatic-speech-recognition
Official page: docs.cohere.com/docs/models
Model card: huggingface.co/CohereLabs/cohere-transcribe-03-2026
Downloads: 215,984
Likes: 1,115
Commercial use allowed: Yes
Derivatives allowed: Yes
Endpoints: Audio Transcriptions
Gated: auto
Hf inference providers: fal-ai
Last modified: 2026-06-10T15:46:19+00:00
Library name: transformers
Downloads all time: 3,311,170
Model type: cohere_asr
Redistribution allowed: Yes
Tags: transformers, safetensors, cohere_asr, automatic-speech-recognition, audio, hf-asr-leaderboard, speech-recognition, transcription, custom_code, ar, de, el, en, es, fr, it, ja, ko, nl, pl, pt, vi, zh
Weights available: Yes
Weights dtype: BF16

37 claims · 26 properties11 conflicting

Familyfamily1

Claim history for Family
Value	Valid from → to	Status	Source	Confidence	Extractor
Audio	11 Sept 2026 21:03 UTC → current	current	Cohere — docs & blogT1	high	deterministic

Release daterelease_date1

Claim history for Release date
Value	Valid from → to	Status	Source	Confidence	Extractor
24 Mar 2026	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Statusstatus1

Claim history for Status
Value	Valid from → to	Status	Source	Confidence	Extractor
active	11 Sept 2026 21:03 UTC → current	current	Cohere — docs & blogT1	high	deterministic

Opennessopenness12conflicting claims

Claim history for Openness
Value	Valid from → to	Status	Source	Confidence	Extractor
restricted	12 Sept 2026 03:01 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	12 Sept 2026 02:49 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	12 Sept 2026 02:43 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	12 Sept 2026 01:49 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	12 Sept 2026 01:37 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	11 Sept 2026 23:03 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	11 Sept 2026 22:51 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	11 Sept 2026 21:30 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	11 Sept 2026 21:26 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	11 Sept 2026 21:13 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
restricted	11 Sept 2026 21:10 UTC → current	conflicting	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic
open-source	11 Sept 2026 21:03 UTC → current	current	Cohere — docs & blogT1	conflicted	deterministic

Licenselicense1

Claim history for License
Value	Valid from → to	Status	Source	Confidence	Extractor
apache-2.0	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Architecturearchitecture1

Claim history for Architecture
Value	Valid from → to	Status	Source	Confidence	Extractor
CohereAsrForConditionalGeneration	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Parametersparameter_count1

Claim history for Parameters
Value	Valid from → to	Status	Source	Confidence	Extractor
2.07B	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Languageslanguages1

Claim history for Languages
Value	Valid from → to	Status	Source	Confidence	Extractor
ar, de, el, en, es, fr, it, ja, ko, nl, pl, pt, vi, zh	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

API model idapi_model_id1

Claim history for API model id
Value	Valid from → to	Status	Source	Confidence	Extractor
cohere-transcribe-03-2026	11 Sept 2026 21:03 UTC → current	current	Cohere — docs & blogT1	high	deterministic

File sizefile_size_gb1

Claim history for File size
Value	Valid from → to	Status	Source	Confidence	Extractor
4.1 GB	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Hugging Face repohf_repo1

Claim history for Hugging Face repo
Value	Valid from → to	Status	Source	Confidence	Extractor
CohereLabs/cohere-transcribe-03-2026	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Pipeline tagpipeline_tag1

Claim history for Pipeline tag
Value	Valid from → to	Status	Source	Confidence	Extractor
automatic-speech-recognition	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Official pageofficial_url1

Claim history for Official page
Value	Valid from → to	Status	Source	Confidence	Extractor
https://docs.cohere.com/docs/models	11 Sept 2026 21:03 UTC → current	current	Cohere — docs & blogT1	high	deterministic

Model cardmodel_card_url1

Claim history for Model card
Value	Valid from → to	Status	Source	Confidence	Extractor
https://huggingface.co/CohereLabs/cohere-transcribe-03-2026	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Downloadsmetric.downloads1

Claim history for Downloads
Value	Valid from → to	Status	Source	Confidence	Extractor
215,984	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Likesmetric.likes1

Claim history for Likes
Value	Valid from → to	Status	Source	Confidence	Extractor
1,115	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Descriptiondescription1

Claim history for Description
Value	Valid from → to	Status	Source	Confidence	Extractor
Open source model focused on high-accuracy, multilingual speech transcription.	11 Sept 2026 21:03 UTC → current	current	Cohere — docs & blogT1	high	deterministic

Endpointsendpoints1

Claim history for Endpoints
Value	Valid from → to	Status	Source	Confidence	Extractor
Audio Transcriptions	11 Sept 2026 21:03 UTC → current	current	Cohere — docs & blogT1	high	deterministic

Gatedgated1

Claim history for Gated
Value	Valid from → to	Status	Source	Confidence	Extractor
auto	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Hf inference providershf_inference_providers1

Claim history for Hf inference providers
Value	Valid from → to	Status	Source	Confidence	Extractor
fal-ai	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Last modifiedlast_modified1

Claim history for Last modified
Value	Valid from → to	Status	Source	Confidence	Extractor
2026-06-10T15:46:19+00:00	11 Sept 2026 21:10 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Library namelibrary_name1

Claim history for Library name
Value	Valid from → to	Status	Source	Confidence	Extractor
transformers	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Downloads all timemetric.downloads_all_time1

Claim history for Downloads all time
Value	Valid from → to	Status	Source	Confidence	Extractor
3,311,170	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Model typemodel_type1

Claim history for Model type
Value	Valid from → to	Status	Source	Confidence	Extractor
cohere_asr	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Tagstags1

Claim history for Tags
Value	Valid from → to	Status	Source	Confidence	Extractor
transformers, safetensors, cohere_asr, automatic-speech-recognition, audio, hf-asr-leaderboard, speech-recognition, transcription, custom_code, ar, de, el, en, es, fr, it, ja, ko, nl, pl, pt, vi, zh	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Weights dtypeweights_dtype1

Claim history for Weights dtype
Value	Valid from → to	Status	Source	Confidence	Extractor
BF16	11 Sept 2026 21:26 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

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

Source tiers

T1T27 / 19

Freshest observation

6 h ago

Conflicts

11 flagged

Source documents 4

Source documents
Source	Document	Type	Tier	Last observed	Snapshots
Cohere — docs & blog	docs.cohere.com/docs/models.md	model_docs	T1· Official	4 h ago	1
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/CohereLabs/cohere-transcribe-arabic-07-2026	model_page	T2· Quality secondary	6 h ago	4
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/CohereLabs/cohere-transcribe-03-2026	model_page	T2· Quality secondary	6 h ago	5
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/models?author=CohereLabs&p=0&sort=downloads	listing	T2· Quality secondary	6 h ago	6

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

Data quality (62/100) measures how well AI Atlas knows this entity — completeness, primary-source ratio, freshness, conflicts — never how good the model is. Methodology →