gemma-3-12b-it-GLM-Flash-4.7-Heretic-Thinking-Uncensored-GRANDE

2
license:apache-2.0
by
DavidAU
Image Model
OTHER
12B params
New
2 downloads
Early-stage
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Edge AI:
Mobile
Laptop
Server
27GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
12GB+ RAM

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by gemma-3-12b-it-GLM-Flash-4.7-Heretic-Thinking-Uncensored-GRANDE 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

text
arc_challenge,arc_easy,boolq,hellaswag,openbookqa,piqa,   winogrande

0.573       [others pending]
text
Think deeply and carefully about the user's request. Compose your thoughts about the user's prompt between <think> and </think> tags, then output the final answer based on your thoughts.

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