Specification

Release date: 21 Jan 2026
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Openness: open-weights
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
License: apache-2.0
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Architecture: VoxtralRealtimeForConditionalGeneration
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Parameters: 4.43B
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Languages: en, fr, es, de, ru, zh, ja, it, pt, nl, ar, hi, ko
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Base model: mistralai/Ministral-3-3B-Base-2512
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
File size: 8.9 GB
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Hugging Face repo: mistralai/Voxtral-Mini-4B-Realtime-2602
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Pipeline tag: automatic-speech-recognition
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Model card: huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Downloads: 2,391,679
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Likes: 977
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Gated: No
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Last modified: 2026-03-11T15:04:02+00:00
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 2 h agomedium
Library name: vllm
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Downloads all time: 11,167,034
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Model type: voxtral_realtime
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Tags: vllm, safetensors, voxtral_realtime, mistral-common, automatic-speech-recognition, en, fr, es, de, ru, zh, ja, it, pt, nl, ar, hi, ko
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium
Weights dtype: BF16
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 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

20

Source tiers

T220

Freshest observation

1 h ago

Conflicts

None

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: en, fr, es, de, ru, zh, ja, it, pt, nl, ar, hi, ko
Source:Hugging Face Hub (public pages, model cards, papers)T2observed 1 h agomedium

No benchmark results recorded

Results appear when a tier 1–3 source publishes them; we never copy scores without a source.

Current prices

No current prices recorded

Prices appear when a provider publishes a public pricing page we crawl.

Price history

Estimated

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.

Estimated hardware fit
Hardware	Quantization	Memory	Est. need	Fits
Apple M3 Ultra	4bit	—	3.0 GB	Yes
AMD Instinct MI325X	4bit	256 GB	3.0 GB	Yes
AMD Instinct MI300X	4bit	192 GB	3.0 GB	Yes
Apple M2 Ultra	4bit	—	3.0 GB	Yes
NVIDIA B200	4bit	180 GB	3.0 GB	Yes
NVIDIA H200	4bit	141 GB	3.0 GB	Yes
Apple M1 Ultra	4bit	—	3.0 GB	Yes
Apple M3 Max	4bit	—	3.0 GB	Yes
Apple M4 Max	4bit	—	3.0 GB	Yes
NVIDIA DGX Spark	4bit	128 GB	3.0 GB	Yes
Apple M2 Max	4bit	—	3.0 GB	Yes
NVIDIA A100 80GB	4bit	80 GB	3.0 GB	Yes
NVIDIA H100 SXM	4bit	80 GB	3.0 GB	Yes
Apple M1 Max	4bit	—	3.0 GB	Yes
Apple M4 Pro	4bit	—	3.0 GB	Yes
Apple M3 Pro	4bit	—	3.0 GB	Yes
Apple M1 Pro	4bit	—	3.0 GB	Yes
Apple M2 Pro	4bit	—	3.0 GB	Yes
Apple M4	4bit	—	3.0 GB	Yes
NVIDIA GeForce RTX 5090	4bit	32 GB	3.0 GB	Yes
Apple M2	4bit	—	3.0 GB	Yes
Apple M3	4bit	—	3.0 GB	Yes
NVIDIA GeForce RTX 3090	4bit	24 GB	3.0 GB	Yes
NVIDIA GeForce RTX 4090	4bit	24 GB	3.0 GB	Yes
Apple M1	4bit	—	3.0 GB	Yes

Ancestors 1

Ministral-3-3B-Base-2512Mistral AI

This model

Voxtral-Mini-4B-Realtime-2602

4.43B params

Quantizations 0

None recorded.

Descendants 0

None recorded.

Papers 1

arXiv:2602.11298Active
35

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

20 claims · 20 properties

Release daterelease_date1

Claim history for Release date
Value	Valid from → to	Status	Source	Confidence	Extractor
21 Jan 2026	11 Sept 2026 21:46 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Opennessopenness1

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

Licenselicense1

Claim history for License
Value	Valid from → to	Status	Source	Confidence	Extractor
apache-2.0	11 Sept 2026 21:46 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
VoxtralRealtimeForConditionalGeneration	11 Sept 2026 21:46 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
4.43B	11 Sept 2026 21:11 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
en, fr, es, de, ru, zh, ja, it, pt, nl, ar, hi, ko	11 Sept 2026 21:46 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Base modelbase_model1

Claim history for Base model
Value	Valid from → to	Status	Source	Confidence	Extractor
mistralai/Ministral-3-3B-Base-2512	11 Sept 2026 21:46 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

File sizefile_size_gb1

Claim history for File size
Value	Valid from → to	Status	Source	Confidence	Extractor
8.9 GB	11 Sept 2026 21:46 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
mistralai/Voxtral-Mini-4B-Realtime-2602	11 Sept 2026 21:11 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 21:11 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Model cardmodel_card_url1

Claim history for Model card
Value	Valid from → to	Status	Source	Confidence	Extractor
https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602	11 Sept 2026 21:11 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
2,391,679	11 Sept 2026 21:11 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
977	11 Sept 2026 21:11 UTC → current	current	Hugging Face Hub (public pages, model cards, papers)T2	medium	deterministic

Gatedgated1

Claim history for Gated
Value	Valid from → to	Status	Source	Confidence	Extractor
No	11 Sept 2026 21:46 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
2026-03-11T15:04:02+00:00	11 Sept 2026 21:11 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
vllm	11 Sept 2026 21:46 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
11,167,034	11 Sept 2026 21:46 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
voxtral_realtime	11 Sept 2026 21:46 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
vllm, safetensors, voxtral_realtime, mistral-common, automatic-speech-recognition, en, fr, es, de, ru, zh, ja, it, pt, nl, ar, hi, ko	11 Sept 2026 21:46 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 21:46 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 →

11 Sept 2026
New modelModelVoxtral-Mini-4B-Realtime-2602Mistral AI
New model: Voxtral-Mini-4B-Realtime-2602 (Mistral AI)
huggingface
huggingface.co

Full timeline →

Source documents
Source	Document	Type	Tier	Last observed	Snapshots
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602	model_page	T2· Quality secondary	1 h ago	2
Hugging Face Hub (public pages, model cards, papers)	huggingface.co/models?author=mistralai&p=0&sort=downloads	listing	T2· Quality secondary	2 h ago	2

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