cohere-transcribe-03-2026
Coheredocs.cohere.com/docs/models
Open source model focused on high-accuracy, multilingual speech transcription.
Updated 5 h ago · first seen 11 Sept 2026
model_01M294H99PYEJW44HFNM01GHD5
- Parameters
- 2.07B
- T2 · 5 h ago
- Released
- 24 Mar 2026
- T2 · 5 h ago
- License
- apache-2.0
- T2 · 5 h ago
Specification
- Family
- Audio
Source:Cohere — docs & blogT1observed 5 h agohigh
- Release date
- 24 Mar 2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Status
- active
Source:Cohere — docs & blogT1observed 5 h agohigh
- Openness
- open-source
Source:Cohere — docs & blogT1observed 5 h agohigh
- License
- apache-2.0
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Architecture
- CohereAsrForConditionalGeneration
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Parameters
- 2.07B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Languages
- ar, de, el, en, es, fr, it, ja, ko, nl, pl, pt, vi, zh
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- API model id
- cohere-transcribe-03-2026
Source:Cohere — docs & blogT1observed 5 h agohigh
- File size
- 4.1 GB
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Hugging Face repo
- CohereLabs/cohere-transcribe-03-2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Pipeline tag
- automatic-speech-recognition
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Official page
Source:Cohere — docs & blogT1observed 5 h agohigh
- Model card
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Downloads
- 215,984
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Likes
- 1,115
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Endpoints
- Audio Transcriptions
Source:Cohere — docs & blogT1observed 5 h agohigh
- Gated
- auto
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Hf inference providers
- fal-ai
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Last modified
- 2026-06-10T15:46:19+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Library name
- transformers
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Downloads all time
- 3,311,170
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Model type
- cohere_asr
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- 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
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
- Weights dtype
- BF16
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
Each value shows its source, tier and observation time. Conflicting claims are kept side by side and flagged — never averaged. How AI Atlas records facts →
Provenance
Attributed facts
26
Source tiers
T1T27 / 19
Freshest observation
5 h ago
Conflicts
4 flagged
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
- ar, de, el, en, es, fr, it, ja, ko, nl, pl, pt, vi, zh
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 5 h agomedium
No benchmark results recorded
Current prices
No current prices recorded
Available through 1
Price history
Memory need = bytes per parameter (4-bit ≈ 0.5 × 1.15 overhead, 8-bit 1.0, fp16 2.0) + a KV-cache allowance. Not a measurement.
| Hardware | Quantization | Memory | Est. need | Fits |
|---|---|---|---|---|
| Apple M3 Ultra | 4bit | — | 1.7 GB | Yes |
| AMD Instinct MI325X | 4bit | 256 GB | 1.7 GB | Yes |
| AMD Instinct MI300X | 4bit | 192 GB | 1.7 GB | Yes |
| Apple M2 Ultra | 4bit | — | 1.7 GB | Yes |
| NVIDIA B200 | 4bit | 180 GB | 1.7 GB | Yes |
| NVIDIA H200 | 4bit | 141 GB | 1.7 GB | Yes |
| Apple M1 Ultra | 4bit | — | 1.7 GB | Yes |
| Apple M3 Max | 4bit | — | 1.7 GB | Yes |
| Apple M4 Max | 4bit | — | 1.7 GB | Yes |
| NVIDIA DGX Spark | 4bit | 128 GB | 1.7 GB | Yes |
| Apple M2 Max | 4bit | — | 1.7 GB | Yes |
| NVIDIA A100 80GB | 4bit | 80 GB | 1.7 GB | Yes |
| NVIDIA H100 SXM | 4bit | 80 GB | 1.7 GB | Yes |
| Apple M1 Max | 4bit | — | 1.7 GB | Yes |
| Apple M4 Pro | 4bit | — | 1.7 GB | Yes |
| Apple M3 Pro | 4bit | — | 1.7 GB | Yes |
| Apple M1 Pro | 4bit | — | 1.7 GB | Yes |
| Apple M2 Pro | 4bit | — | 1.7 GB | Yes |
| Apple M4 | 4bit | — | 1.7 GB | Yes |
| NVIDIA GeForce RTX 5090 | 4bit | 32 GB | 1.7 GB | Yes |
| Apple M2 | 4bit | — | 1.7 GB | Yes |
| Apple M3 | 4bit | — | 1.7 GB | Yes |
| NVIDIA GeForce RTX 3090 | 4bit | 24 GB | 1.7 GB | Yes |
| NVIDIA GeForce RTX 4090 | 4bit | 24 GB | 1.7 GB | Yes |
| Apple M1 | 4bit | — | 1.7 GB | Yes |
Ancestors 0
None recorded.
This model
cohere-transcribe-03-2026
2.07B params
Quantizations 0
None recorded.
Descendants 1
Papers 0
No papers linked yet.
Repositories 0
No repositories linked yet.
As of
Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.
Claim history
Familyfamily1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| Audio | → current | current | Cohere — docs & blogT1 | high | deterministic |
Release daterelease_date1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 24 Mar 2026 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Statusstatus1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| active | → current | current | Cohere — docs & blogT1 | high | deterministic |
Opennessopenness5conflicting claims
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| restricted | → current | conflicting | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
| restricted | → current | conflicting | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
| restricted | → current | conflicting | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
| restricted | → current | conflicting | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
| open-source | → current | current | Cohere — docs & blogT1 | conflicted | deterministic |
Licenselicense1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| apache-2.0 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Architecturearchitecture1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| CohereAsrForConditionalGeneration | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Parametersparameter_count1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 2.07B | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Languageslanguages1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| ar, de, el, en, es, fr, it, ja, ko, nl, pl, pt, vi, zh | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
API model idapi_model_id1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| cohere-transcribe-03-2026 | → current | current | Cohere — docs & blogT1 | high | deterministic |
File sizefile_size_gb1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 4.1 GB | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Hugging Face repohf_repo1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| CohereLabs/cohere-transcribe-03-2026 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Pipeline tagpipeline_tag1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| automatic-speech-recognition | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Official pageofficial_url1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| https://docs.cohere.com/docs/models | → current | current | Cohere — docs & blogT1 | high | deterministic |
Model cardmodel_card_url1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| https://huggingface.co/CohereLabs/cohere-transcribe-03-2026 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Downloadsmetric.downloads1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 215,984 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Likesmetric.likes1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 1,115 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Descriptiondescription1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| Open source model focused on high-accuracy, multilingual speech transcription. | → current | current | Cohere — docs & blogT1 | high | deterministic |
Endpointsendpoints1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| Audio Transcriptions | → current | current | Cohere — docs & blogT1 | high | deterministic |
Gatedgated1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| auto | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Hf inference providershf_inference_providers1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| fal-ai | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Last modifiedlast_modified1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 2026-06-10T15:46:19+00:00 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Library namelibrary_name1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| transformers | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Downloads all timemetric.downloads_all_time1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| 3,311,170 | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Model typemodel_type1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| cohere_asr | → current | current | Hugging Face Hub (public pages, model cards, papers)T2 | medium | deterministic |
Weights dtypeweights_dtype1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| BF16 | → 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 →
| Source | Document | Type | Tier | Last observed | Snapshots |
|---|---|---|---|---|---|
| Cohere — docs & blog | docs.cohere.com/docs/models.md | model_docs | T1· Official | 5 h ago | 1 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/CohereLabs/cohere-transcribe-arabic-07-2026 | model_page | T2· Quality secondary | 5 h ago | 1 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/CohereLabs/cohere-transcribe-03-2026 | model_page | T2· Quality secondary | 5 h ago | 2 |
| Hugging Face Hub (public pages, model cards, papers) | huggingface.co/models?author=CohereLabs&p=0&sort=downloads | listing | T2· Quality secondary | 5 h ago | 2 |
Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.