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ModelCap

Riva Translate 4B Instruct v2

Official publisher releaseLicense unverified

NVIDIA·nvidia/Riva-Translate-4B-Instruct-v2

Riva Translate 4B Instruct v2 is a language model published by NVIDIA. The latest OpenRouter endpoint refresh was unavailable, so no current serving claim is made. It accepts text input and returns text.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
Not scored · 0% support · score interval not available
Market Gravity
10.4
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Unlisted
no listed API price
Output
Unlisted
no listed API price
Context
tokens
Providers
0
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

ModelCap Index · Current board

Methodology
Not scored · no public benchmark rows
Public rank basis
Not scored (abstained)
Index support
0.0% · not applicable
Index interval
Not available
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
No admitted evaluation publication timestamp
Identity binding
Exact catalogue product · nvidia/nvidia/Riva-Translate-4B-Instruct-v2 · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata nvidia/Riva-Translate-4B-Instruct-v2@040d958b128018ff0bed2542a7b51005e9ea563c (not the evaluation revision)
Index observations used
0
Architecture fallback
abstained · 0% coverage · 0 anchors
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
Evidence status
No admitted measured evidence
General preference
Coding
Agents & tools
Reasoning
Evidence breadth
0%
Evidence coverage
0%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
Liquidity (providers × uptime)
Open reach (HF downloads)
Surface (context / tools / modalities)
0.0
Freshness
57.0
  • · Catalogue surface
  • · First seen 2026-04-15

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Experimental capability estimate

Estimate policy
32.0
12.5–51.6 uncertainty interval
Excluded from rank
Confidence
68%
Training support
187 models · 107 lineages
Out-of-domain check
in domain
Feature coverage
71%
Lineage-held-out error
10.4 MAE

Experimental estimate. This layer predicts from admitted evidence and safe metadata only. It never enters ModelCap Score or rank.

Deployment readiness

Metadata index
43.9
limited · 49% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
57.5
Deployability
8.0
Evaluation provenance
0.0

Missing: accessLegalClarity.declared-license, deployability.independent-provider-records, deployability.measured-provider-uptime, deployability.published-provider-pricing, deployability.declared-capacity, evaluationProvenance.admitted-evaluation-observations, evaluationProvenance.capability-family-breadth, evaluationProvenance.evaluation-source-diversity, evaluationProvenance.identity-and-source-confidence, evaluationProvenance.evaluation-dataset-revisions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
10.4
OpenRouter weekly popularity
Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

No matched Arena rating

This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.

Market Gravity breakdown

Usage55%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
57.0

Time since first public availability, on a six-month half-life.

Specification

Context window
tokens
Max output
Inputs
Text
Outputs
Text
Tokenizer
Cached input tokens
Not offered
First seen on OpenRouter
15 Apr 2026

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

License unverified. A weight repository exists, but ModelCap could not verify its license classification from the current source metadata.

Access
License unverified
Pinned revision
040d958b1280
Parameters
4.2B
Architecture
MistralForCausalLM
Model type
mistral
Hugging Face downloads (30d)
Downloads (all time)
Likes
Repository updated
30 Jul 2026, 06:53 UTC

Metadata status: stale · HTTP 429.

Riva Translate 4B Instruct v2: common questions

How does Riva Translate 4B Instruct v2 rank among AI models?

Riva Translate 4B Instruct v2 has no public ModelCap Index position as of 9 September 2026: the snapshot lacks enough matched benchmark evidence, or the identity match is unresolved. Its catalogue facts (price, context, providers) are shown without a rank.

How much does Riva Translate 4B Instruct v2 cost per 1M tokens?

No live API price is listed for Riva Translate 4B Instruct v2 in the current snapshot as of 9 September 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.

When was Riva Translate 4B Instruct v2 released?

Riva Translate 4B Instruct v2 first appeared in the catalogue on 15 Apr 2026. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.