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OpenCognito R2 by mrdayl

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  Autotrain compatible Base model:finetune:mrdayl/ope... Base model:mrdayl/opencognito-...   Conversational   En   Endpoints compatible   Grpo   Qwen2   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/mrdayl/OpenCognito-r2 

OpenCognito R2 Benchmarks

MMLU Pro: 27.35
GPQA: 7.49
MUSR: 11.35
BBH: 25.78
IFEval: 39.59 vs 88 (so35)-55%
MATH Lvl 5: 20.24
LLME Score: 0.29955
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenCognito R2 (mrdayl/OpenCognito-r2)
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OpenCognito R2 Parameters and Internals

LLM NameOpenCognito R2
Repository 🤗https://huggingface.co/mrdayl/OpenCognito-r2 
Base Model(s)  OpenCognito R1   mrdayl/OpenCognito-r1
Model Size3.1b
Required VRAM6.2 GB
Updated2025-03-26
Maintainermrdayl
Model Typeqwen2
Model Files  5.0 GB: 1-of-2   1.2 GB: 2-of-2
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.48.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Rank the OpenCognito R2 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  
Code Generation  
Multi-Language Support and Translation  

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Release v20241124
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