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QVAC / TETHER AI RESEARCH · FIELD VERIFIED

TranscribePsy 250M EU

Primary sources last checked on 21 Oct 2026. Verification freshness is tracked separately from factual change, and unknown values remain explicit rather than inferred.

Source repository ↗Compare this model →History & diff →Machine-readable JSON ↗Field-verified 2026-10-21
Evidence statusSource-first verified
Last verified21 Oct 2026
Full field verification20 Oct 2026
Source policy →Methodology →

FRESHNESS & VERIFICATION

Current evidence, dated honestly.

A verification check does not pretend the model changed. Open Model Weights updates the verification date after a real primary-source check, while factual-update dates move only when retained source evidence changes.

Last verified
Latest primary-source check · repository revision unchanged
Last factual update
No change observed
Baseline first observed 20 Oct 2026; no later factual change observed
Repository created
Source repository date; used only as a transparent release proxy when no stronger release date exists
View observed history →View evidence JSON →View model JSON →

CONFLICT INTELLIGENCE

Claims stay attached to evidence class.

No active comparable-source conflict detectedThis is not a claim that every possible source agrees; it covers the comparable fields currently checked.
Publisher claims2
Source observed3
OMW derived3
OMW measured0
Conflict Intelligence →Conflict JSON ↗Evidence IDs ↗OMW measurement policy →

+ Save to my shortlistMonitor changes →Local browser monitoring · no background email alerts

MODEL INTELLIGENCE · SOURCE-FIRST

What is TranscribePsy 250M EU?

OMW evidence review21 Oct 2026

Open Model Weights records TranscribePsy 250M EU as a 0.254B total (publisher-described)-parameter speech audio -> transcribed text open-weight model in the TranscribePsy family, with QVAC / Tether AI Research listed as the developer. The checked source repository provides 3 recognized weight artifacts, format evidence for Safetensors and a context window that is not declared in the checked standard sources. Values that are not evidenced in the checked sources remain explicitly undisclosed or unknown.

The repository declares apache-2.0. Commercial use allowed under apache-2.0 conditions. Open Model Weights reports the checked license evidence and classification; this is not legal advice.

The checked sources declare nvidia/parakeet-tdt-0.6b-v3 as lineage evidence. Training recipe status: training-described-in-model-card; data disclosure status: described-in-model-card.

Source repository ↗Model card ↗Configuration ↗

DEPLOYMENT PROFILE

Weight memory, without pretending it is a deployment guarantee.

These bars visualize weight-only decimal-GB estimates. They exclude KV cache, activations, runtime overhead, optimizer state and sharding.

WEIGHT-ONLY MEMORY
BF16 / FP16~0.5 GB
FP8 / INT8~0.2 GB
INT4~0.1 GB
FIELD EVIDENCE MAP
WeightsVerified
LicenseVerified
Commercial useAllowed
ContextNot declared
FormatsVerified
LineageDeclared
Training recipeTraining described in model card
Training dataDescribed in model card
RuntimeSource-derived · not runtime-tested

LICENSE & USE

apache-2.0

Commercial use allowed under apache-2.0 conditions

Declared licenseapache-2.0
ClassificationAllowed
VerificationDeclared metadata checked

This section summarizes the checked repository evidence. It is not legal advice.

LINEAGE & PROVENANCE

What the checked sources disclose — and what they do not.

Open Model Weights does not infer a hidden base model or training corpus when the checked sources do not declare one.

LINEAGE
BASE / PARENTnvidia/parakeet-tdt-0.6b-v3Declared
base_model
CURRENT RECORDTranscribePsy 250M EUTranscribePsy
TRAINING DISCLOSURE
Training recipeTraining described in model card
Training dataDescribed in model card
FamilyTranscribePsy

RUNTIME SIGNALS

Compatibility claims stay attached to their evidence level.

Declared and model-card-mentioned runtimes are discovery signals. They are not treated as Open Model Weights runtime tests unless explicitly measured.

Declarednemo
MentionedNeMo
OMW runtime testNot performed

EVIDENCE TRAIL

Sources and observed history.

This is where the article remains auditable: source links on one side, the registry's observed change history on the other.

PrimaryModel Repositoryhttps://huggingface.co/qvac/TranscribePsy-250M-EUInspect source ↗PrimaryModel Apihttps://huggingface.co/api/models/qvac/TranscribePsy-250M-EUInspect source ↗PrimaryModel Cardhttps://huggingface.co/qvac/TranscribePsy-250M-EU/blob/main/README.mdInspect source ↗PrimaryConfighttps://huggingface.co/qvac/TranscribePsy-250M-EU/blob/main/config.jsonInspect source ↗
Repository revision check

Official Hugging Face repository SHA unchanged; prior field evidence retained.

Repository revision check

Official Hugging Face repository SHA unchanged; prior field evidence retained.

Field-by-field verification

Checked Hugging Face API metadata, exact repository file list, model card and config when accessible.

01 · WEIGHTS

Exact repository artifacts

Weightsverified-available
Accesspublic
Repositoryqvac/TranscribePsy-250M-EU
Recognized weight files3
Show all 3 exact weight files
HF API file listing ↗

02 · LICENSE

License & commercial use

Declared licenseapache-2.0
License IDapache-2.0
Commercial useCommercial use allowed under apache-2.0 conditions
Repository license filesNone observed

Classification describes the checked license terms; it is not legal advice.

03 · HARDWARE

Weight-memory estimate

BF16 / FP16~0.5 GB
FP8 / INT8~0.2 GB
INT4~0.1 GB

Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding.

04 · FORMATS

Formats & precision evidence

Safetensors
BF16: not observedFP16: not observedFP8: not observedINT8: not observedINT4: not observedGGUF: not observed

“Not observed” means no matching repository artifact/name/dtype signal was found; it does not prove no third-party conversion exists.

05 · LINEAGE

Base model & family

FamilyTranscribePsy
Varianton-device European-language ASR
Declared base modelnvidia/parakeet-tdt-0.6b-v3
Relationbase_model

06 · TRAINING ASSETS

Recipe & data disclosure

Training recipetraining-described-in-model-card
Data disclosuredescribed-in-model-card
EvaluationsNot classified by automated verifier
Intermediate checkpointsNot classified by automated verifier

07 · RUNTIME SUPPORT

Declared, mentioned and externally evidenced runtimes

Declared librarynemo
Declared/taggednemo
Mentioned in model cardNeMo
Artifact signalsNone
External primary runtime evidenceNone
Tested by Open Model WeightsNo — source-derived support only

Open Model Weights separates model-repository evidence from external runtime-release evidence. An external support statement does not change the official model repository's weight formats and does not imply an Open Model Weights inference benchmark.

08 · SOURCES

Field evidence

Primary / declared sources4
Repository revision49d2b21e7201
Source policyHow evidence is classified →
model_repositoryhttps://huggingface.co/qvac/TranscribePsy-250M-EU
model_apihttps://huggingface.co/api/models/qvac/TranscribePsy-250M-EU
model_cardhttps://huggingface.co/qvac/TranscribePsy-250M-EU/blob/main/README.md
confighttps://huggingface.co/qvac/TranscribePsy-250M-EU/blob/main/config.json

09 · VERIFICATION HISTORY

Checked, not assumed

Repository revision check

Official Hugging Face repository SHA unchanged; prior field evidence retained.

Repository revision check

Official Hugging Face repository SHA unchanged; prior field evidence retained.

Field-by-field verification

Checked Hugging Face API metadata, exact repository file list, model card and config when accessible.

licenseverified
commercial useclassified
contextunknown
weight filesverified
formatsverified
base modeldeclared
training recipetraining-described-in-model-card
data disclosuredescribed-in-model-card
runtime supportsource-derived-not-runtime-tested