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all-indo-e5-small-v4

all-indo-e5-small is LazarusNLP's Indonesian fine-tune of a small e5 embedding model, designed to improve semantic search and sentence similarity quality on Bahasa Indonesia text. v4 reflects iterative improvements over previous Indonesian embedding baselines.

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From the model card

Fields below are copied from the tags and counters on the HuggingFace repository LazarusNLP/all-indo-e5-small-v4 at our last fetch. They are set by the uploader, not verified by us; rows with no tag are omitted. How this page is made.

Publisher (HF namespace)
LazarusNLP
Pipeline tag
sentence-similarity
Library
Sentence Transformers, Transformers
Weight formats
ONNX, safetensors
Datasets declared
indonli, indolem/indo_story_cloze, unicamp-dl/mmarco, miracl/miracl, nthakur/swim-ir-monolingual, LazarusNLP/multilingual-NLI-26lang-2mil7-id, SEACrowd/wrete, SEACrowd/indolem_ntp and 5 more on the model card
Downloads (HF counter at last fetch)
357,255
Likes (HF counter at last fetch)
13
Model card
https://huggingface.co/LazarusNLP/all-indo-e5-small-v4

Use cases

  • Semantic search over Indonesian-language document collections
  • Indonesian-language FAQ retrieval for chatbot grounding
  • Clustering Indonesian news articles by topic
  • Embedding Indonesian social media text for similarity tasks

Pros

  • Specific fine-tuning on Indonesian text outperforms generic multilingual embedders on Bahasa
  • Small model size keeps inference cost low
  • Fills a real gap — Indonesian NLP resources are sparser than major languages
  • Iterative v4 release suggests ongoing quality improvements

Cons

  • Primarily Bahasa Indonesia standard — Javanese, Sundanese dialects not covered
  • No published MTEB Indonesian subset scores to compare against alternatives
  • Small model limits embedding quality on long passages
  • Community project without commercial support

Tags

sentence-transformersonnxsafetensorsbertfeature-extractionsentence-similaritytransformersdataset:indonlidataset:indolem/indo_story_clozedataset:unicamp-dl/mmarcodataset:miracl/miracldataset:nthakur/swim-ir-monolingualdataset:LazarusNLP/multilingual-NLI-26lang-2mil7-iddataset:SEACrowd/wretedataset:SEACrowd/indolem_ntpdataset:khalidalt/tydiqa-goldpdataset:SEACrowd/facqadataset:indonesian-nlp/lfqa_iddataset:jakartaresearch/indoqadataset:jakartaresearch/id-paraphrase-detection