all-MiniLM-L6-v2-ONNX

13
2
2.0B
1 language
FP16
license:apache-2.0
by
onnx-community
Embedding Model
OTHER
2B params
New
13 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
5GB+ RAM
Mobile
Laptop
Server
Quick Summary

If you haven't already, you can install the Transformers.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
2GB+ RAM

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by all-MiniLM-L6-v2-ONNX with quality assessment

Specialized For

general
multilingual

Training Datasets (1)

c4
🔵 6/10
general
multilingual
Key Strengths
  • •Scale and Accessibility: 750GB of publicly available, filtered text
  • •Systematic Filtering: Documented heuristics enable reproducibility
  • •Language Diversity: Despite English-only, captures diverse writing styles
Considerations
  • •English-Only: Limits multilingual applications
  • •Filtering Limitations: Offensive content and low-quality text remain despite filtering

Explore our comprehensive training dataset analysis

View All Datasets

Code Examples

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npm i @huggingface/transformers
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npm i @huggingface/transformers
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npm i @huggingface/transformers
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npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers
bash
npm i @huggingface/transformers

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