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ReasoningCore 3B T1 1 by EpistemeAI

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  Autotrain compatible Base model:epistemeai/reasonin... Base model:finetune:epistemeai...   Conversational   En   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/EpistemeAI/ReasoningCore-3B-T1_1 

ReasoningCore 3B T1 1 Benchmarks

MMLU Pro: 23.52
GPQA: 3.47
MUSR: 2.72
BBH: 23.09
IFEval: 72.75 vs 88 (so35)-17.3%
MATH Lvl 5: 15.41
LLME Score: 0.33604
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ReasoningCore 3B T1 1 (EpistemeAI/ReasoningCore-3B-T1_1)

ReasoningCore 3B T1 1 Parameters and Internals

LLM NameReasoningCore 3B T1 1
Repository 🤗https://huggingface.co/EpistemeAI/ReasoningCore-3B-T1_1 
Base Model(s)  EpistemeAI/Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO   EpistemeAI/Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO
Model Size3b
Required VRAM6.5 GB
Updated2025-02-22
MaintainerEpistemeAI
Model Typellama
Instruction-BasedYes
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

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Note: green Score (e.g. "73.2") means that the model is better than EpistemeAI/ReasoningCore-3B-T1_1.

Rank the ReasoningCore 3B T1 1 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 v20241227
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