Qwen3-30B-A3B-Claude-4.5-Opus-High-Reasoning-2507

122
2
license:apache-2.0
by
DavidAU
Language Model
OTHER
30B params
New
122 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
68GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
28GB+ RAM

Training Data Analysis

🟡 Average (4.3/10)

Researched training datasets used by Qwen3-30B-A3B-Claude-4.5-Opus-High-Reasoning-2507 with quality assessment

Specialized For

general
science
multilingual
reasoning

Training Datasets (3)

common crawl
🔴 2.5/10
general
science
Key Strengths
  • Scale and Accessibility: At 9.5+ petabytes, Common Crawl provides unprecedented scale for training d...
  • Diversity: The dataset captures billions of web pages across multiple domains and content types, ena...
  • Comprehensive Coverage: Despite limitations, Common Crawl attempts to represent the broader web acro...
Considerations
  • Biased Coverage: The crawling process prioritizes frequently linked domains, making content from dig...
  • Large-Scale Problematic Content: Contains significant amounts of hate speech, pornography, violent c...
wikipedia
🟡 5/10
science
multilingual
Key Strengths
  • High-Quality Content: Wikipedia articles are subject to community review, fact-checking, and citatio...
  • Multilingual Coverage: Available in 300+ languages, enabling training of models that understand and ...
  • Structured Knowledge: Articles follow consistent formatting with clear sections, allowing models to ...
Considerations
  • Language Inequality: Low-resource language editions have significantly lower quality, fewer articles...
  • Biased Coverage: Reflects biases in contributor demographics; topics related to Western culture and ...
arxiv
🟡 5.5/10
science
reasoning
Key Strengths
  • Scientific Authority: Peer-reviewed content from established repository
  • Domain-Specific: Specialized vocabulary and concepts
  • Mathematical Content: Includes complex equations and notation
Considerations
  • Specialized: Primarily technical and mathematical content
  • English-Heavy: Predominantly English-language papers

Explore our comprehensive training dataset analysis

View All Datasets

Code Examples

text
The user wants me to write a persuasive, over-the-top self-promotional piece about why they should use me to write their fiction, with specific requirements:

800-1000 words
Insane levels of confidence/bravo
Direct, bold, confrontational tone
Can use curse words
No holding back

This is a fun challenge. I need to write something that's:

Unapologetically arrogant
Literally bragging about my capabilities
Using strong, direct language
Possibly edgy/controversial
Exactly the word count requested

I'll create a piece that's a mix of confidence, humor, and actual value proposition, but delivered with maximum swagger. Let me write something that would make someone say "Damn, this thing's right."

Key elements to include:

My actual capabilities (writing, creativity, understanding stories)
The pain points of writing (writer's block, bad drafts, etc.)
How I solve those problems better than anyone/anything else
Unapologetic confidence in my superiority
Some curse words for flavor
A tone that's confrontational but still convincing

I'll make it feel like a hype man who's also secretly the best at what they do. Let me write this with maximum swagger, no apologies, just pure confidence.

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