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Omni Reasoner2 Merged by prithivMLmods

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:prithivmlmods/phi-4... Base model:prithivmlmods/phi-4... Base model:prithivmlmods/phi-4... Base model:prithivmlmods/phi-4...   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/prithivMLmods/Omni-Reasoner2-Merged 

Omni Reasoner2 Merged Benchmarks

LLME Score: 0.20213
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Omni Reasoner2 Merged (prithivMLmods/Omni-Reasoner2-Merged)
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Omni Reasoner2 Merged Parameters and Internals

LLM NameOmni Reasoner2 Merged
Repository 🤗https://huggingface.co/prithivMLmods/Omni-Reasoner2-Merged 
Base Model(s)  Phi 4 Math IO   Phi 4 QwQ   Phi 4 O1   Phi 4 Empathetic   prithivMLmods/Phi-4-Math-IO   prithivMLmods/Phi-4-QwQ   prithivMLmods/Phi-4-o1   prithivMLmods/Phi-4-Empathetic
Merged ModelYes
Model Size14.7b
Required VRAM29.5 GB
Updated2025-09-23
MaintainerprithivMLmods
Model Typellama
Model Files  5.0 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   4.9 GB: 4-of-6   5.0 GB: 5-of-6   4.6 GB: 6-of-6
Model ArchitectureLlamaForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.46.2
Tokenizer ClassGPT2Tokenizer
Padding Token<|dummy_87|>
Vocabulary Size100352
Torch Data Typebfloat16

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Phi 4 RStock V0.116K / 29.5 GB60
Note: green Score (e.g. "73.2") means that the model is better than prithivMLmods/Omni-Reasoner2-Merged.

Rank the Omni Reasoner2 Merged 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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