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Best Feature Extraction Models

126

126 feature extraction models on MLForge, ranked by downloads — including work from BAAI, Qwen, intfloat, mixedbread-ai. Compare, download and run them locally on your own GPU. Free tier.

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Top Feature Extraction models

B BAAI/bge-small-en-v1.5 Feature Extraction ·33.4M params 61.8M 497 🤗 HF B BAAI/bge-large-en-v1.5 Feature Extraction ·335.1M params 14.9M 688 🤗 HF Q Qwen/Qwen3-Embedding-0.6B Feature Extraction ·595.8M params 10.5M 1.1K 🤗 HF B BAAI/bge-base-en-v1.5 Feature Extraction ·109.5M params 8.6M 441 🤗 HF M intfloat/multilingual-e5-large Feature Extraction ·559.9M params 8.1M 1.2K 🤗 HF M mixedbread-ai/mxbai-embed-large-v1 Feature Extraction ·335.1M params 6.0M 810 🤗 HF B BAAI/bge-small-zh-v1.5 Feature Extraction ·24.0M params 4.8M 120 🤗 HF W facebook/w2v-bert-2.0 Feature Extraction ·580.5M params 4.0M 220 🤗 HF J jinaai/jina-embeddings-v3 Feature Extraction ·572.3M params 3.0M 1.1K 🤗 HF A Xenova/all-MiniLM-L6-v2 Feature Extraction 2.9M 126 🤗 HF Q Qwen/Qwen3-Embedding-8B Feature Extraction ·7.6B params 2.4M 719 🤗 HF Q Qwen/Qwen3-Embedding-4B Feature Extraction ·4.0B params 2.4M 291 🤗 HF G ibm-granite/granite-embedding-small-english-r2 Feature Extraction ·47.7M params 2.2M 73 🤗 HF U WhereIsAI/UAE-Large-V1 Feature Extraction ·335.1M params 2.1M 237 🤗 HF B BAAI/bge-reranker-large Feature Extraction ·559.9M params 1.9M 465 🤗 HF B Xenova/bge-base-en-v1.5 Feature Extraction 1.8M 9 🤗 HF S cambridgeltl/SapBERT-from-PubMedBERT-fulltext Feature Extraction ·109.5M params 1.7M 71 🤗 HF M intfloat/multilingual-e5-large-instruct Feature Extraction ·559.9M params 1.5M 628 🤗 HF W microsoft/wavlm-large Feature Extraction 1.4M 110 🤗 HF B BAAI/bge-large-zh-v1.5 Feature Extraction 1.4M 637 🤗 HF B BAAI/bge-multilingual-gemma2 Feature Extraction ·9.2B params 1.4M 202 🤗 HF B BAAI/bge-base-zh-v1.5 Feature Extraction 1.2M 107 🤗 HF J jinaai/jina-embeddings-v2-small-en Feature Extraction ·32.7M params 1.1M 141 🤗 HF B BAAI/bge-base-en Feature Extraction ·109.5M params 970.5K 61 🤗 HF S Salesforce/SFR-Embedding-2_R Feature Extraction ·7.1B params 967.9K 94 🤗 HF J jinaai/jina-embeddings-v5-text-nano Feature Extraction ·211.8M params 942.6K 84 🤗 HF C google/canine-c Feature Extraction ·132.1M params 847.7K 36 🤗 HF I indobenchmark/indobert-base-p1 Feature Extraction 826.3K 50 🤗 HF W microsoft/wavlm-base-plus Feature Extraction 766.9K 40 🤗 HF M kyutai/mimi Feature Extraction ·96.2M params 680.4K 310 🤗 HF B BAAI/bge-small-en Feature Extraction ·33.4M params 677.7K 93 🤗 HF S allenai/specter2_base Feature Extraction 575.2K 47 🤗 HF E danielheinz/e5-base-sts-en-de Feature Extraction ·278.0M params 574.2K 17 🤗 HF Q boboliu/Qwen3-Embedding-4B-W4A16-G128 Feature Extraction ·4.1B params 549.1K 5 🤗 HF L unslothai/lambda Feature Extraction 520.0K 🤗 HF P perplexity-ai/pplx-embed-v1-0.6b Feature Extraction ·596.0M params 482.0K 218 🤗 HF S naver/splade-cocondenser-ensembledistil Feature Extraction 457.8K 63 🤗 HF B facebook/bart-base Feature Extraction ·139.4M params 454.2K 205 🤗 HF M ncbi/MedCPT-Query-Encoder Feature Extraction ·109.5M params 449.4K 62 🤗 HF E intfloat/e5-mistral-7b-instruct Feature Extraction ·7.1B params 412.8K 567 🤗 HF H microsoft/harrier-oss-v1-0.6b Feature Extraction ·596.0M params 374.8K 264 🤗 HF S OrdalieTech/Solon-embeddings-large-0.1 Feature Extraction ·559.9M params 359.2K 53 🤗 HF J jinaai/jina-embeddings-v5-text-small Feature Extraction ·596.0M params 359.2K 185 🤗 HF B Xenova/bge-small-en-v1.5 Feature Extraction 345.2K 18 🤗 HF Q unsloth/Qwen3-Embedding-4B Feature Extraction ·4.0B params 339.0K 2 🤗 HF J jinaai/jina-embeddings-v2-base-de Feature Extraction ·160.8M params 334.7K 84 🤗 HF C microsoft/codebert-base Feature Extraction 327.0K 288 🤗 HF C laion/clap-htsat-unfused Feature Extraction 325.8K 76 🤗 HF S cambridgeltl/SapBERT-from-PubMedBERT-fulltext-mean-token Feature Extraction ·109.5M params 324.3K 2 🤗 HF H allegro/herbert-base-cased Feature Extraction 324.1K 23 🤗 HF R DeepPavlov/rubert-base-cased Feature Extraction 303.4K 131 🤗 HF P heydariAI/persian-embeddings Feature Extraction ·559.9M params 287.0K 39 🤗 HF G ibm-granite/granite-embedding-311m-multilingual-r2 Feature Extraction ·311.7M params 272.3K 107 🤗 HF H facebook/hubert-base-ls960 Feature Extraction 270.2K 73 🤗 HF L SCUT-DLVCLab/lilt-roberta-en-base Feature Extraction ·130.8M params 265.3K 22 🤗 HF J jinaai/jina-embeddings-v2-base-code Feature Extraction ·160.9M params 243.3K 139 🤗 HF Q LifetimeMistake/Qwen3-VL-Embedding-2B-AWQ-4bit Feature Extraction ·2.5B params 229.2K 2 🤗 HF M nreimers/MiniLM-L3-H384-uncased Feature Extraction 210.4K 3 🤗 HF M ibm-research/MoLFormer-XL-both-10pct Feature Extraction ·46.8M params 207.8K 35 🤗 HF J jinaai/jina-clip-v2 Feature Extraction ·865.3M params 204.2K 340 🤗 HF G ibm-granite/granite-embedding-97m-multilingual-r2 Feature Extraction ·97.4M params 200.3K 123 🤗 HF S cambridgeltl/SapBERT-UMLS-2020AB-all-lang-from-XLMR Feature Extraction ·278.0M params 183.8K 12 🤗 HF B unsloth/bge-small-en-v1.5-GGUF Feature Extraction 176.1K 1 🤗 HF B BAAI/bge-base-zh Feature Extraction ·102.3M params 171.4K 58 🤗 HF D mixedbread-ai/deepset-mxbai-embed-de-large-v1 Feature Extraction ·487.1M params 168.6K 60 🤗 HF V voyageai/voyage-4-nano Feature Extraction ·346.5M params 167.2K 125 🤗 HF J jinaai/jina-embeddings-v2-base-en Feature Extraction ·137.4M params 166.5K 732 🤗 HF A unslothai/aws Feature Extraction 165.3K 1 🤗 HF D descript/dac_44khz Feature Extraction ·76.6M params 164.9K 11 🤗 HF M mixedbread-ai/mxbai-embed-2d-large-v1 Feature Extraction ·335.1M params 160.0K 43 🤗 HF D sentence-transformers/distilbert-base-nli-mean-tokens Feature Extraction ·66.4M params 154.7K 13 🤗 HF O opensearch-project/opensearch-neural-sparse-encoding-doc-v2-distill Feature Extraction ·67.0M params 150.2K 19 🤗 HF P Xenova/paraphrase-multilingual-MiniLM-L12-v2 Feature Extraction 133.9K 17 🤗 HF H microsoft/harrier-oss-v1-270m Feature Extraction ·268.1M params 132.7K 176 🤗 HF S naver/splade-v3 Feature Extraction 131.5K 101 🤗 HF M Xenova/multilingual-e5-small Feature Extraction 131.2K 13 🤗 HF U microsoft/unixcoder-base Feature Extraction 126.9K 69 🤗 HF B unsloth/bge-small-en-v1.5 Feature Extraction ·33.4M params 125.3K 1 🤗 HF K nlpai-lab/KURE-v1 Feature Extraction ·567.8M params 124.8K 90 🤗 HF B facebook/bart-large Feature Extraction 123.0K 201 🤗 HF L laion/larger_clap_general Feature Extraction 122.6K 51 🤗 HF B BAAI/bge-small-zh Feature Extraction 119.7K 28 🤗 HF S prithivida/Splade_PP_en_v2 Feature Extraction 118.3K 33 🤗 HF B vinai/bartpho-syllable Feature Extraction 116.9K 7 🤗 HF S funnel-transformer/small Feature Extraction 111.2K 6 🤗 HF C susnato/clvp_dev Feature Extraction 110.5K 🤗 HF T optimum-intel-internal-testing/tiny-random-bigbird_pegasus Feature Extraction ·82.4K params 110.0K 🤗 HF F ai-forever/FRIDA Feature Extraction ·823.4M params 102.2K 141 🤗 HF R ai-forever/ru-en-RoSBERTa Feature Extraction ·403.7M params 97.0K 85 🤗 HF V unslothai/vram-96 Feature Extraction 96.5K 🤗 HF C google/canine-s Feature Extraction ·132.1M params 95.0K 30 🤗 HF F codefuse-ai/F2LLM-v2-14B Feature Extraction ·14.0B params 92.5K 14 🤗 HF H facebook/hubert-large-ll60k Feature Extraction 87.0K 35 🤗 HF D ntu-spml/distilhubert Feature Extraction ·23.5M params 83.4K 38 🤗 HF B BAAI/bge-large-en Feature Extraction ·335.1M params 79.0K 227 🤗 HF M ncbi/MedCPT-Article-Encoder Feature Extraction ·109.5M params 78.2K 28 🤗 HF T optimum-intel-internal-testing/tiny-random-squeezebert Feature Extraction ·78.3K params 77.2K 🤗 HF B michaelfeil/bge-small-en-v1.5 Feature Extraction ·33.4M params 72.2K 3 🤗 HF J jinaai/jina-embeddings-v5-omni-small Feature Extraction ·1.6B params 71.7K 93 🤗 HF E naver/efficient-splade-VI-BT-large-doc Feature Extraction 71.1K 23 🤗 HF H eustlb/higgs-audio-v2-tokenizer Feature Extraction ·201.4M params 66.7K 🤗 HF T peft-internal-testing/tiny-random-BertModel Feature Extraction ·87.9K params 66.3K 🤗 HF W microsoft/wavlm-base Feature Extraction 65.7K 11 🤗 HF E ggml-org/embeddinggemma-300m-qat-q8_0-GGUF Feature Extraction 65.2K 18 🤗 HF S prithivida/Splade_PP_en_v1 Feature Extraction 59.3K 31 🤗 HF S ai-forever/sbert_large_nlu_ru Feature Extraction ·426.9M params 49.1K 103 🤗 HF L laion/larger_clap_music Feature Extraction 45.1K 47 🤗 HF J rinna/japanese-clip-vit-b-16 Feature Extraction ·196.6M params 32.3K 24 🤗 HF S braindecode/signal-jepa_without-chans Feature Extraction ·3.5M params 28.8K 🤗 HF Q marksverdhei/Qwen3-Voice-Embedding-12Hz-1.7B Feature Extraction 11.8K 27 🤗 HF T nreimers/TinyBERT_L-4_H-312_v2 Feature Extraction 11.0K 1 🤗 HF C breezedeus/coin-clip-vit-base-patch32 Feature Extraction 6.0K 5 🤗 HF V 1aurent/vit_large_patch14_reg4_224.kaiko_ai_towards_large_pathology_fms Feature Extraction ·304.4M params 2.8K 🤗 HF Q marksverdhei/Qwen3-Voice-Embedding-12Hz-0.6B Feature Extraction 1.4K 23 🤗 HF U MIT-SLS/USAD-Large Feature Extraction ·335.9M params 214 2 🤗 HF U MIT-SLS/USAD2-Large Feature Extraction ·335.8M params 208 1 🤗 HF U MIT-SLS/USAD2-Large-Plus Feature Extraction ·335.8M params 135 1 🤗 HF U MIT-SLS/USAD-Base Feature Extraction ·97.2M params 63 5 🤗 HF U MIT-SLS/USAD-Small Feature Extraction ·24.8M params 61 🤗 HF U MIT-SLS/USAD2-XXLarge-Plus Feature Extraction ·1.0B params 37 1 🤗 HF

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