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Model infoModelsSnapshot: 15 Oct 2026

Tavus / Hummingbird

Hummingbird-0

Zero-shot lip synchronization model that modifies existing footage to match a supplied audio track.

historicalClosed weightsVideo processingLip synchronization
Official documentation (opens in a new tab)Reviewed 14 Oct 2026
4 of 16 specification fields collected
Output resolutionNot collectedAwaiting source review
Clip durationNot collectedAwaiting source review
Input billingNot collectedTavus (historical)
Output billingNot collectedNo inferred price

Specifications

Provider-documented facts. “Not collected” means we have not verified that field yet, not that the feature is unsupported.

Context / input limit
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Maximum output
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Context caching
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Reasoning
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Tool calling
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Structured output
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Streaming
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Batch processing
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Fine-tuning
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Parameters
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Architecture
3D face reconstruction, audio-driven geometry animation and identity-preserving video renderingSource for Architecture (opens in a new tab)
Knowledge cutoff
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Languages
Not collected

Exact model-version information has not been established; unknown does not mean unsupported.

Access & pricing

Prices belong to an endpoint and billing tier. A provider listing does not guarantee access for every account or region.

API model ID
Not collected

No currently selectable exact public API identifier verified.

Access
Launched in research preview through Tavus and fal in April 2025. The original fal-ai/tavus/hummingbird-lipsync/v0 documentation now renders a 404, and the original model landing page is also unavailable. Exact retirement or replacement is not established.
Regions
Privacy policy describes US processing and possible transfers to service providers in other countries. Exact model-serving location is not established.

Endpoint pricing has not been collected. Check the provider for applicable rates.

Data & enterprise terms

Default privacy terms permit service improvement and AI research/training. Biometric retention is limited by the stated purpose or one year after last interaction, whichever comes first. Enterprise zero-retention arrangements are separate; no universal zero-retention promise is inferred.

Read the service policy (opens in a new tab)

Caching

Caching can reuse earlier input processing. Availability, lifetime and billing depend on the endpoint. A cache hit still generates a new response.

01 / INITIAL INPUTProcess & retain

The system processes eligible input and retains reusable state.

02 / LATER REQUESTCheck available state

Reuse depends on matching input, session state and the cache policy.

03 / CACHE HITReuse & generate

Reusing state can reduce repeated work. Any charges follow the billing rules below.

Tavus (historical)

Not verified

Internal streaming state, saved faces and conversation memories do not establish billable prompt caching, cache lifetime or discounts.

How it works
Not collected

Internal streaming state, saved faces and conversation memories do not establish billable prompt caching, cache lifetime or discounts.

Minimum reusable input
Not collected

Internal streaming state, saved faces and conversation memories do not establish billable prompt caching, cache lifetime or discounts.

Lifetime & refresh
Not collected

Internal streaming state, saved faces and conversation memories do not establish billable prompt caching, cache lifetime or discounts.

How to enable it
Not collected

Internal streaming state, saved faces and conversation memories do not establish billable prompt caching, cache lifetime or discounts.

Usage fields
Not collected

Internal streaming state, saved faces and conversation memories do not establish billable prompt caching, cache lifetime or discounts.

Billing rules
Not collected

Internal streaming state, saved faces and conversation memories do not establish billable prompt caching, cache lifetime or discounts.

Limits & data boundaries
Not collected

Internal streaming state, saved faces and conversation memories do not establish billable prompt caching, cache lifetime or discounts.

No verified cache rate for this endpoint. An empty rate is not a zero charge.

Caching reviewed 14 Oct 2026

What the measurements say

DOVER

Tavus · provider-reported
0.73score

Provider evaluation on 30+ videos. DOVER/Arcface higher is better; LSE-D/FID lower is better. Detection-score result is a provider metric, not a guarantee of undetectability.

Evaluation source (opens in a new tab)

LSE-D

Tavus · provider-reported
6.74score

Provider evaluation on 30+ videos. DOVER/Arcface higher is better; LSE-D/FID lower is better. Detection-score result is a provider metric, not a guarantee of undetectability.

Evaluation source (opens in a new tab)

Ensem cnnatt

Tavus · provider-reported
0.06score

Provider evaluation on 30+ videos. DOVER/Arcface higher is better; LSE-D/FID lower is better. Detection-score result is a provider metric, not a guarantee of undetectability.

Evaluation source (opens in a new tab)

Arcface

Tavus · provider-reported
0.84score

Provider evaluation on 30+ videos. DOVER/Arcface higher is better; LSE-D/FID lower is better. Detection-score result is a provider metric, not a guarantee of undetectability.

Evaluation source (opens in a new tab)

FID

Tavus · provider-reported
63.92score

Provider evaluation on 30+ videos. DOVER/Arcface higher is better; LSE-D/FID lower is better. Detection-score result is a provider metric, not a guarantee of undetectability.

Evaluation source (opens in a new tab)

Latency and throughput depend on the host, request size, reasoning settings and load. There is no measured speed or global usage figure in this record.

The record behind the model

Why it is included

Named model developed by Tavus in its proprietary hosted/research stack. Reviewed primary documentation provides no downloadable weights for this model; service terms restrict source derivation and independent avatar use. Open SDKs and third-party models in the surrounding pipeline are separate.

Classification evidence (opens in a new tab)

Lifecycle dates

Named release announced24 Apr 2025Source (opens in a new tab)

Sources reviewed