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RA Reasoner by Daemontatox

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  Autotrain compatible Base model:finetune:tiiuae/fal... Base model:tiiuae/falcon3-10b-...   Conversational   En   Endpoints compatible   Instruct   Llama   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/Daemontatox/RA_Reasoner 

RA Reasoner Benchmarks

MMLU Pro: 36.67
GPQA: 10.85
MUSR: 7.51
BBH: 43.07
IFEval: 55.92 vs 88 (so35)-36.5%
MATH Lvl 5: 21.22
LLME Score: 0.27958
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
RA Reasoner (Daemontatox/RA_Reasoner)
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RA Reasoner Parameters and Internals

LLM NameRA Reasoner
Repository 🤗https://huggingface.co/Daemontatox/RA_Reasoner 
Base Model(s)  Falcon3 10B Instruct   tiiuae/Falcon3-10B-Instruct
Model Size10b
Required VRAM20.5 GB
Updated2025-10-13
MaintainerDaemontatox
Model Typellama
Instruction-BasedYes
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
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.46.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|pad|>
Vocabulary Size131072
Torch Data Typefloat16

Best Alternatives to RA Reasoner

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Context / RAM
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Likes
Falcon3 10B Instruct32K / 20.5 GB12601117
Falcon3 10B Tensopolis V232K / 20.5 GB50
Falcon3 10B Tensopolis V132K / 20.5 GB80
...essi V0.2 Falcon3 10B Instruct32K / 20.5 GB80
FalconThink3 10B IT32K / 20.5 GB103
BuddyGlassUncensored2025.232K / 20.5 GB54
...essi V0.1 Falcon3 10B Instruct32K / 20.5 GB120
Eyas 17B Instruct32K / 34.8 GB630
Barcenas 10B32K / 20.5 GB61
Falcon3Slerp2 10B32K / 20.5 GB70
Note: green Score (e.g. "73.2") means that the model is better than Daemontatox/RA_Reasoner.

Rank the RA Reasoner 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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