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CogitoZ by Daemontatox

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  Autotrain compatible Base model:finetune:qwen/qwq-3... Base model:qwen/qwq-32b-previe...   Chain-of-thought   Conversational Dataset:pjmixers/math-multitur...   En   Endpoints compatible   Model-index   Qwen2   Reasoning   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Daemontatox/CogitoZ 

CogitoZ Benchmarks

MMLU Pro: 51.03
GPQA: 19.35
MUSR: 19.94
BBH: 53.89
IFEval: 39.67 vs 88 (so35)-54.9%
MATH Lvl 5: 52.42
LLME Score: 0.33599
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CogitoZ (Daemontatox/CogitoZ)

CogitoZ Parameters and Internals

LLM NameCogitoZ
Repository 🤗https://huggingface.co/Daemontatox/CogitoZ 
Base Model(s)  QwQ 32B Preview   Qwen/QwQ-32B-Preview
Model Size32b
Required VRAM65.8 GB
Updated2025-05-10
MaintainerDaemontatox
Model Typeqwen2
Model Files  4.9 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   4.9 GB: 13-of-14   2.1 GB: 14-of-14
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.47.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than Daemontatox/CogitoZ.

Rank the CogitoZ Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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