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Comparison of multilingual-e5-large-instruct, gte-large, Krea 3 Edit
3 modelsintfloatmultilingual-e5-large-instructRemove ×thenlpergte-largeRemove ×kreaKrea 3 EditRemove ×
What’s differentThe Multilingual-E5 models, initialized from XLM-RoBERTa, support up to 512 tokens per input — any longer text will be silently truncated. To ensure optimal performance, always prefix inputs with “query:”…The GTE models are trained by Alibaba DAMO Academy. They are mainly based on the BERT framework and currently offer three different sizes of models, including GTE-large, GTE-base, and GTE-small. The GTE…Edits and combines reference images using text instructions, with optional prompt expansion, output-size controls, and reproducible generation through a seed.
DateApr 17, 2025ListedNov 22, 2023ListedOct 14, 2026Listed
Listed rateSee provider quotes$0.01 in / $0.00 out/ 1M tokensOpenRouter · all routes ↗$0.025/ megapixelfal · all routes ↗Output + reference images
Provider endpoints0 endpoints →1 endpoint →1 endpoint →
Context window512512—
Max output—460—
Parameters———
Open weightsNot reportedSupportedNot reported

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