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add modern bert embed large
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laulauland committed Feb 10, 2025
commit 1085e8ad62907db80e0c42d0b061246d71e94cf6
10 changes: 10 additions & 0 deletions src/models/text_embedding.rs
Original file line number Diff line number Diff line change
Expand Up @@ -41,6 +41,8 @@ pub enum EmbeddingModel {
ParaphraseMLMpnetBaseV2,
/// BAAI/bge-small-zh-v1.5
BGESmallZHV15,
/// lightonai/modernbert-embed-large
ModernBertEmbedLarge,
/// intfloat/multilingual-e5-small
MultilingualE5Small,
/// intfloat/multilingual-e5-base
Expand Down Expand Up @@ -210,6 +212,14 @@ fn init_models_map() -> HashMap<EmbeddingModel, ModelInfo<EmbeddingModel>> {
model_file: String::from("onnx/model.onnx"),
additional_files: Vec::new(),
},
ModelInfo {
model: EmbeddingModel::ModernBertEmbedLarge,
dim: 1024,
description: String::from("Large model of ModernBert Text Embeddings"),
model_code: String::from("lightonai/modernbert-embed-large"),
model_file: String::from("onnx/model.onnx"),
additional_files: Vec::new(),
},
ModelInfo {
model: EmbeddingModel::MultilingualE5Small,
dim: 384,
Expand Down
2 changes: 2 additions & 0 deletions src/text_embedding/impl.rs
Original file line number Diff line number Diff line change
Expand Up @@ -180,6 +180,8 @@ impl TextEmbedding {
EmbeddingModel::ParaphraseMLMiniLML12V2Q => Some(Pooling::Mean),
EmbeddingModel::ParaphraseMLMpnetBaseV2 => Some(Pooling::Mean),

EmbeddingModel::ModernBertEmbedLarge => Some(Pooling::Mean),

EmbeddingModel::MultilingualE5Base => Some(Pooling::Mean),
EmbeddingModel::MultilingualE5Small => Some(Pooling::Mean),
EmbeddingModel::MultilingualE5Large => Some(Pooling::Mean),
Expand Down
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