isoflop-1ep19-d512-L6-B128-dclm-default-65bff3

12
65.0B
—
by
marin-community
Other
OTHER
65B params
New
12 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
146GB+ RAM
Mobile
Laptop
Server
Quick Summary

See https://marin.community/data-browser/experiment/?path=gs%3A//marin-us-central1/experiments/dclmisoflopsweep-39ef8f.json for full experimental details.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
61GB+ RAM

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by isoflop-1ep19-d512-L6-B128-dclm-default-65bff3 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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