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ReasoningCore 3B RE1 V2 by EpistemeAI

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Model Card on HF 🤗: https://huggingface.co/EpistemeAI/ReasoningCore-3B-RE1-V2 

ReasoningCore 3B RE1 V2 Benchmarks

MMLU Pro: 24.23
GPQA: 3.13
MUSR: 2.02
BBH: 22.47
IFEval: 73.93 vs 88 (so35)-16%
MATH Lvl 5: 15.63
LLME Score: 0.32739
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ReasoningCore 3B RE1 V2 (EpistemeAI/ReasoningCore-3B-RE1-V2)

ReasoningCore 3B RE1 V2 Parameters and Internals

LLM NameReasoningCore 3B RE1 V2
Repository 🤗https://huggingface.co/EpistemeAI/ReasoningCore-3B-RE1-V2 
Base Model(s)  ReasoningCore 3B 0   EpistemeAI/ReasoningCore-3B-0
Model Size3b
Required VRAM6.5 GB
Updated2025-04-04
MaintainerEpistemeAI
Model Typellama
Model Files  5.0 GB: 1-of-2   1.5 GB: 2-of-2   5.0 GB: 1-of-2   1.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3.2
Context Length131072
Model Max Length131072
Transformers Version4.48.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than EpistemeAI/ReasoningCore-3B-RE1-V2.

Rank the ReasoningCore 3B RE1 V2 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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