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Qwen3 18B A3B Stranger Thoughts IPONDER by DavidAU

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Model Card on HF 🤗: https://huggingface.co/DavidAU/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER 

Qwen3 18B A3B Stranger Thoughts IPONDER Benchmarks

LLME Score: 0.25886
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen3 18B A3B Stranger Thoughts IPONDER (DavidAU/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER)
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Qwen3 18B A3B Stranger Thoughts IPONDER Parameters and Internals

LLM NameQwen3 18B A3B Stranger Thoughts IPONDER
Repository 🤗https://huggingface.co/DavidAU/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER 
Base Model(s)  Qwen3 16B A3B   kalomaze/Qwen3-16B-A3B
Model Size16b
Required VRAM34.7 GB
Updated2025-07-15
MaintainerDavidAU
Model Typeqwen3_moe
Model Files  5.0 GB: 1-of-7   5.0 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   5.0 GB: 6-of-7   4.7 GB: 7-of-7
Supported Languagesen fr zh de
Model ArchitectureQwen3MoeForCausalLM
Licenseapache-2.0
Context Length40960
Model Max Length40960
Transformers Version4.52.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Qwen3 18B A3B Stranger Thoughts IPONDER

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Context / RAM
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...wen3 18B A3B Stranger Thoughts40K / 34.7 GB1000
Qwen3 22B A3B The Harley Quinn40K / 44.3 GB591
...IPONDER Abliterated Uncensored40K / 34.7 GB742
Note: green Score (e.g. "73.2") means that the model is better than DavidAU/Qwen3-18B-A3B-Stranger-Thoughts-IPONDER.

Rank the Qwen3 18B A3B Stranger Thoughts IPONDER Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
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Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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