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Kunoichi Lemon Royale V2 32K 7B by grimjim

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  Merged Model   Arxiv:2212.04089   Autotrain compatible Base model:grimjim/kunoichi-le... Base model:grimjim/mistral-7b-...   Conversational   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/grimjim/kunoichi-lemon-royale-v2-32K-7B 

Kunoichi Lemon Royale V2 32K 7B Benchmarks

ARC: 66.55 vs 96.7 (so35)-31.2%
HellaSwag: 85.25 vs 95.3 (gpt4)-10.5%
MMLU: 62.93 vs 88.3 (so35)-28.7%
TruthfulQA: 58.23 vs 59 (gpt4)-1.3%
WinoGrande: 78.69 vs 87.5 (gpt4)-10.1%
GSM8K: 53.45 vs 96.4 (so35)-44.6%
LLME Score: 0.20108
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 V2 32K 7B (grimjim/kunoichi-lemon-royale-v2-32K-7B)

Kunoichi Lemon Royale V2 32K 7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was merged from models derived from Mistral v0.1 and v0.2 using the task arithmetic method. Rope_theta in config.json was adjusted to work well to 16K context length.
Training Details 
Methodology:
task_arithmetic
Context Length:
32000
LLM NameKunoichi Lemon Royale V2 32K 7B
Repository 🤗https://huggingface.co/grimjim/kunoichi-lemon-royale-v2-32K-7B 
Base Model(s)  grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B   Kunoichi Lemon Royale 7B   grimjim/Mistral-7B-Instruct-demi-merge-v0.2-7B   grimjim/kunoichi-lemon-royale-7B
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2024-12-22
Maintainergrimjim
Model Typemistral
Instruction-BasedYes
Model Files  5.9 GB: 1-of-3   6.0 GB: 2-of-3   2.6 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.39.2
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-v2-32K-7B.

Rank the Kunoichi Lemon Royale V2 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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Release v20241217
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