Model comparison

BAAI/bge-base-en-v1.5 vs StarCoder2 15B

Capability radar, value bars, and side-by-side posture.

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BAAI/bge-base-en-v1.5
Not scored
value score
StarCoder2 15B
70
value score
BAAI/bge-base-en-v1.5 ctx
StarCoder2 15B ctx
16K

Capability radar

Value · context · multimodal · openness · speed posture

Value head-to-head

  • StarCoder2 15B70

Attribute tape

FieldBAAI/bge-base-en-v1.5StarCoder2 15B
DeveloperHugging FaceHugging Face
Context16K
ModalitiesFeature-extractionText, Code
OpennessOpen Weights
Speed
Price
Value score70
SummaryOpen-weight English text-embedding model from BAAI that converts sentences and passages into 768-dimensional vectors for semantic search, dense retrieval, and clustering. The v1.5 update improved similarity-score distributions and removed the need for instruction prefixes, making it more plug-and-play than earlier BGE versions.BigCode open coding model on Hugging Face.
Open BAAI/bge-base-en-v1.5Open StarCoder2 15B