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Omni Reasoner3 Merged by prithivMLmods

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:prithivmlmods/codep... Base model:prithivmlmods/llama... Base model:prithivmlmods/llama... Base model:prithivmlmods/llama... Base model:prithivmlmods/llama...   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/prithivMLmods/Omni-Reasoner3-Merged 

Omni Reasoner3 Merged Benchmarks

MMLU Pro: 21.66
GPQA: 1.9
MUSR: 6.23
BBH: 20.59
IFEval: 49.35 vs 88 (so35)-43.9%
MATH Lvl 5: 10.88
LLME Score: 0.30337
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Omni Reasoner3 Merged (prithivMLmods/Omni-Reasoner3-Merged)

Omni Reasoner3 Merged Parameters and Internals

LLM NameOmni Reasoner3 Merged
Repository 🤗https://huggingface.co/prithivMLmods/Omni-Reasoner3-Merged 
Base Model(s)  prithivMLmods/Llama-Doctor-3.2-3B-Instruct   Codepy Deepthink 3B   Llama Deepsync 3B   prithivMLmods/Llama-Sentient-3.2-3B-Instruct   prithivMLmods/Llama-Magpie-3.2-3B-Instruct   prithivMLmods/Llama-Doctor-3.2-3B-Instruct   prithivMLmods/Codepy-Deepthink-3B   prithivMLmods/Llama-Deepsync-3B   prithivMLmods/Llama-Sentient-3.2-3B-Instruct   prithivMLmods/Llama-Magpie-3.2-3B-Instruct
Merged ModelYes
Model Size3b
Required VRAM6.4 GB
Updated2025-03-12
MaintainerprithivMLmods
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.4 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than prithivMLmods/Omni-Reasoner3-Merged.

Rank the Omni Reasoner3 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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Release v20241227
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