next-4b-Q5_0-GGUF

24
2
4.0B
58 languages
llama-cpp
by
Lamapi
Image Model
OTHER
4B params
New
24 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
9GB+ RAM
Mobile
Laptop
Server
Quick Summary

Lamapi/next-4b-Q50-GGUF This model was converted to GGUF format from `Lamapi/next-4b` using llama.

Device Compatibility

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

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by next-4b-Q5_0-GGUF 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

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