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RA Reasoner2.0 by Daemontatox

 »  All LLMs  »  Daemontatox  »  RA Reasoner2.0   URL Share it on

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  Autotrain compatible Base model:daemontatox/ra reas... Base model:finetune:daemontato...   Conversational   Cot Dataset:daemontatox/deepthinki...   En   Endpoints compatible   Llama   Model-index   Pytorch   Reasoning   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Daemontatox/RA_Reasoner2.0 

RA Reasoner2.0 Benchmarks

MMLU Pro: 37.26
GPQA: 9.96
MUSR: 7.18
BBH: 43.07
IFEval: 53.66 vs 88 (so35)-39%
MATH Lvl 5: 23.11
LLME Score: 0.27723
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RA Reasoner2.0 (Daemontatox/RA_Reasoner2.0)
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RA Reasoner2.0 Parameters and Internals

LLM NameRA Reasoner2.0
Repository 🤗https://huggingface.co/Daemontatox/RA_Reasoner2.0 
Base Model(s)  RA Reasoner   Daemontatox/RA_Reasoner
Model Size10.3b
Required VRAM20.5 GB
Updated2025-09-23
MaintainerDaemontatox
Model Typellama
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   0.9 GB: 5-of-5   4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   0.9 GB: 5-of-5
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.47.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size131072
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Daemontatox/RA_Reasoner2.0.

Rank the RA Reasoner2.0 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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