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Bidirlm model product

BidirLM-Omni-2.5B-Embedding

5B-Embedding is an embedding model from Bidirlm ranked by MTEB.

Updated Sep 8, 2026. Default version: BidirLM-Omni-2.5B-Embedding

LLMBoard Embedding Score71.0BidirLM-Omni-2.5B-Embedding
Coverage85%5 benchmark families
Context window32.8KTokens
Official input priceN/AOfficial price unavailable

On this page

  • Capability
  • Benchmarks
  • Arena
  • Pricing
  • Runtime
  • Specification
  • Versions
  • Similar models
  • About
  • FAQ

BidirLM-Omni-2.5B-Embedding Capability Profile

This profile uses the model's current scored version. Arena ratings and prices are shown separately.

BidirLM-Omni-2.5B-Embedding LLMBoard score breakdown

BidirLM-Omni-2.5B-Embedding Benchmark Results

Benchmark scores for BidirLM-Omni-2.5B-Embedding.

5 rows
Columns

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Benchmark
Score
Rank
Participants
Percentile
Evidence
Evaluated
BenchmarkMTEB English v2 Semantic SimilarityScore84.62%Rank29Participants211Percentile86.67%EvidenceAEvaluatedN/A
BenchmarkMTEB English v2 ClusteringScore51.54%Rank49Participants217Percentile77.78%EvidenceAEvaluatedN/A
BenchmarkMTEB English v2 RetrievalScore55.07%Rank62Participants212Percentile71.09%EvidenceAEvaluatedN/A
BenchmarkMTEB English v2 ClassificationScore84.18%Rank71Participants257Percentile72.66%EvidenceAEvaluatedN/A
BenchmarkMTEB English v2 RerankingScore47.82%Rank72Participants241Percentile70.42%EvidenceAEvaluatedN/A

BidirLM-Omni-2.5B-Embedding Arena Results

Preference and agent-evaluation results for the default version.

No Arena results

The default version does not have a matching Arena result yet.

BidirLM-Omni-2.5B-Embedding Pricing

Official vendor API pricing appears first, followed by individual provider offers.

Official API
N/A
Official provider
N/A
Lowest third-party
N/A
Tracked offerings
0
No provider prices

The default version has no current input or output token prices.

Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.

BidirLM-Omni-2.5B-Embedding Runtime Performance

Provider-specific output speed and catalog latency for BidirLM-Omni-2.5B-Embedding. Runtime does not affect the capability score.

No runtime data

No provider-specific speed or latency record is linked to the default version yet.

Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.

BidirLM-Omni-2.5B-Embedding Specifications

Technical details for the model's default version.

Version
BidirLM-Omni-2.5B-Embedding
Released
Apr 7, 2026
Knowledge cutoff
Unknown
Parameters
2.4B
Context window
32.8K
Max output
N/A
Inputs
text, image, audio, video
Outputs
embedding
Open weights
Yes
License
apache-2.0

BidirLM-Omni-2.5B-Embedding Versions

Available versions of this model. The score column identifies the version used in the overall ranking.

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Version
Released
LLMBoard
Parameters
Context
Max output
Open weights
License
VersionBidirLM-Omni-2.5B-EmbeddingReleasedApr 7, 2026LLMBoard70.96Parameters2.4BContext32.8KMax outputN/AOpen weightsYesLicenseapache-2.0

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Details

What is BidirLM-Omni-2.5B-Embedding?

Key information about BidirLM-Omni-2.5B-Embedding and its available data.

5B-Embedding is an embedding model from Bidirlm. It is a ranked model from MTEB.

Data as of 2026-09-08.

FAQ

Common questions about BidirLM-Omni-2.5B-Embedding.

When was BidirLM-Omni-2.5B-Embedding released?

BidirLM-Omni-2.5B-Embedding's default version was released on Apr 7, 2026.

How much does BidirLM-Omni-2.5B-Embedding cost?

No official standard PAYG price is currently available for BidirLM-Omni-2.5B-Embedding.

Who created BidirLM-Omni-2.5B-Embedding?

BidirLM-Omni-2.5B-Embedding was created by Bidirlm.

What is the context window for BidirLM-Omni-2.5B-Embedding?

The default version has a 32.8K token context window.

Is BidirLM-Omni-2.5B-Embedding open weight?

Yes. The default version is marked as open weight under apache-2.0.

How many API providers offer BidirLM-Omni-2.5B-Embedding?

No provider offering is currently linked to the default version.

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