Giga Embeddings Instruct 3B 0826 vs Giga Embeddings Instruct 480M 0826

Giga Embeddings Instruct 3B 0826
Wins 0 of 1 benchmarks
Giga Embeddings Instruct 480M 0826
Wins 0 of 1 benchmarks
MTEB multilingual v2 · Mean over tasks · multilingual (1037 languages)?
Giga Embeddings Instruct 3B 082663.9
Giga Embeddings Instruct 480M 0826—

Specs

SpecGiga Embeddings Instruct 3B 0826Giga Embeddings Instruct 480M 0826
Context8K8K
WeightsOpenOpen
ReleasedAug 2026Aug 2026
Dimensions2,0481,024
Max input8K tokens8K tokens
Languagesen, ruen, ru
Memory (4-bit)1.9 GB0.3 GB
LicenceMITMIT
Commercial useAllowedAllowed

What breaks when you switch

Giga Embeddings Instruct 3B 0826 → Giga Embeddings Instruct 480M 0826
Re-embed your whole corpus›

Vectors from different models can't be mixed; dimensions change from 2,048 to 1,024.

Giga Embeddings Instruct 480M 0826 → Giga Embeddings Instruct 3B 0826
Re-embed your whole corpus›

Vectors from different models can't be mixed; dimensions change from 1,024 to 2,048.

Memory (4-bit): 0.3 GB → 1.9 GB