Phi-3.5-MoE-instruct

103.3K
562
131K
Long context
6.6B
1 language
license:mit
by
microsoft
Language Model
OTHER
Good
103K downloads
Production-ready
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Edge AI:
Mobile
Laptop
Server
15GB+ RAM
Mobile
Laptop
Server
Quick Summary

Phi-3.5-MoE is a lightweight, state-of-the-art open model built upon datasets used for Phi-3 - synthetic data and filtered publicly available documents - with a...

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
7GB+ RAM

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by Phi-3.5-MoE-instruct 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

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