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ReasoningCore 3B R01 by EpistemeAI

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  Autotrain compatible Base model:epistemeai/reasonin... Base model:finetune:epistemeai...   Conversational Dataset:bespokelabs/bespoke-st...   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/EpistemeAI/ReasoningCore-3B-R01 

ReasoningCore 3B R01 Benchmarks

MMLU Pro: 17.68
GPQA: 1.45
MUSR: 1.7
BBH: 20.62
IFEval: 29.76 vs 88 (so35)-66.2%
MATH Lvl 5: 12.99
LLME Score: 0.29476
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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ReasoningCore 3B R01 Parameters and Internals

LLM NameReasoningCore 3B R01
Repository 🤗https://huggingface.co/EpistemeAI/ReasoningCore-3B-R01 
Base Model(s)  ReasoningCore 3B 0   EpistemeAI/ReasoningCore-3B-0
Model Size3b
Required VRAM6.5 GB
Updated2025-06-09
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
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.48.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typefloat16
ReasoningCore 3B R01 (EpistemeAI/ReasoningCore-3B-R01)

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Note: green Score (e.g. "73.2") means that the model is better than EpistemeAI/ReasoningCore-3B-R01.

Rank the ReasoningCore 3B R01 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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