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Kunoichi Lemon Royale V3 32K 7B by grimjim

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Kunoichi Lemon Royale V3 32K 7B is an open-source language model by grimjim. Features: 7b LLM, VRAM: 14.5GB, Context: 32K, License: cc-by-nc-4.0, Merged, LLM Explorer Score: 0.15, Arc: 66.4, HellaSwag: 85.3, MMLU: 62.9, GSM8K: 54.2.

  Merged Model   Arxiv:2212.04089 Base model:grimjim/kunoichi-le... Base model:grimjim/rogue-encha...   Conversational   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/grimjim/kunoichi-lemon-royale-v3-32K-7B 

Kunoichi Lemon Royale V3 32K 7B Benchmarks

ARC: 66.38 vs 96.7 (so35)-31.4%
HellaSwag: 85.27 vs 95.3 (gpt4)-10.5%
MMLU: 62.88 vs 88.3 (so35)-28.8%
GSM8K: 54.21 vs 96.4 (so35)-43.8%
LLME Score: 0.14583
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Kunoichi Lemon Royale V3 32K 7B (grimjim/kunoichi-lemon-royale-v3-32K-7B)
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Kunoichi Lemon Royale V3 32K 7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
The merge aimed to enhance variability without affecting coherence. Tested with ChatML instruct templates, temperature 1.0, and minP 0.02. Context length should be at least 16K.
Training Details 
Methodology:
Merge densification using task arithmetic
Context Length:
32000
LLM NameKunoichi Lemon Royale V3 32K 7B
Repository 🤗https://huggingface.co/grimjim/kunoichi-lemon-royale-v3-32K-7B 
Base Model(s)  Rogue Enchantress 32K 7B   ...unoichi Lemon Royale V2 32K 7B   grimjim/rogue-enchantress-32k-7B   grimjim/kunoichi-lemon-royale-v2-32K-7B
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2026-05-19
Maintainergrimjim
Model Typemistral
Model Files  4.9 GB: 1-of-3   4.9 GB: 2-of-3   4.7 GB: 3-of-3
Model ArchitectureAutoModelForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than grimjim/kunoichi-lemon-royale-v3-32K-7B.

Rank the Kunoichi Lemon Royale V3 32K 7B 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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