embedding
all-MiniLM-L6-v2 (Xenova, Transformers.js ONNX)
ONNX version of all-MiniLM-L6-v2 for in-browser and JavaScript sentence embeddings through Transformers.js.
Levelvariant
Classembedding
Parametersnot in the notes
Contextnot in the notes
Released2 May 2023
Opennessopen weights permissive
Runs onlaptop, offline capable
Statusactive
Lineage
quantize
all-MiniLM-L6-v2 is the parent (quantize)high confidenceHugging Face base_modelWhere this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. The tree shows two generations each way, 2 models. Confidence and evidence are the notes' own.
R&D Topics
Identity
- Developer
- Xenova (Transformers.js ports)
- Family
- all-MiniLM-L6-v2
- Released
- 2 May 2023 sourcesregistry date
- Weights published
- –
- Record checked
- 11 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.
Architecture and Size
- Architecture
- dense transformer ONNX export of sentence-transformers/all-MiniLM-L6-v2 for Transformers.js
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- text
- Output
- text
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).
Openness and Access
- Openness
- open weights permissive
- Licence
- Apache License 2.0 sources
- Access routes
- open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- laptop, offline capable
- Footprint
- Runs in JavaScript through Transformers.js with ONNX weights
- Runtimes
- not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.
Indonesia
- Indonesian support
- not stated
- Regional languages
- not in the notes
- Jakarta hosting
- unknown
- Languages
- not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.
Benchmark Results
The notes record no benchmark result for this model.
Industry Use Cases
No industry use case links this model.
Links
Modelall-MiniLM-L6-v2 (Xenova, Transformers.js ONNX)Xenova (Transformers.js ports), embedding
all-MiniLM-L6-v2 (Xenova, Transformers.js ONNX)Xenova (Transformers.js ports), embeddingR&D TopicsQuantization and Edge InferenceRetrieval-Augmented Generation (RAG)Text Embeddings for Semantic Search
Use CasesEmbeddings and Retrieval for SEA LanguagesPublic SectorIndonesian and Regional-Language LLMsPublic SectorIndustrial Copilots and Maintenance AssistantsIndustrialUse cases of models in the same R&D topic; none is recorded for this model itself.
Who Runs It
PT Pertamina Geothermal EnergyIn production, 14 Jul 2026
Siemens Erlangen electronics factoryPlanned, 6 Jan 2026
ADNOC OffshoreIn production, 9 Sep 2025
Aker BPIn production, 9 Sep 2025+10 moreDeployments of these use cases; none names this model.
PT Pertamina Geothermal EnergyIn production, 14 Jul 2026Siemens Erlangen electronics factoryPlanned, 6 Jan 2026ADNOC OffshoreIn production, 9 Sep 2025Aker BPIn production, 9 Sep 2025+10 moreDeployments of these use cases; none names this model.Organisations 1
R&D topics 3
Retrieval-Augmented Generation (RAG)Grounding generation in retrieved documents.used byText Embeddings for Semantic SearchTraining encoders that turn text in many languages into vectors so that search, clusterin…produced byQuantization and Edge InferenceLower-bit weights and on-device serving.used by
Sources
- huggingface.co/Xenova/all-MiniLM-L6-v2 https://huggingface.co/Xenova/all-MiniLM-L6-v2
- huggingface.co/api/models/Xenova/all-MiniLM-L6-v2 https://huggingface.co/api/models/Xenova/all-MiniLM-L6-v2
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "All-MiniLM-L6-v2 (Xenova, Transformers.js ONNX)", https://aurion.semai.id/models/xenova-all-minilm-l6-v2/, records of October 2026.