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Fimbulvetr Kuro Lotus 10.7B by saishf

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  Merged Model   Autotrain compatible Base model:saishf/kuro-lotus-1... Base model:sao10k/fimbulvetr-1...   Endpoints compatible   Llama   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/saishf/Fimbulvetr-Kuro-Lotus-10.7B 

Fimbulvetr Kuro Lotus 10.7B Benchmarks

MMLU Pro: 26.55
GPQA: 6.82
MUSR: 16.03
BBH: 19.91
IFEval: 49.39 vs 88 (so35)-43.9%
ARC: 69.54 vs 96.7 (so35)-28.1%
HellaSwag: 87.87 vs 95.3 (gpt4)-7.8%
MMLU: 66.99 vs 88.3 (so35)-24.1%
TruthfulQA: 60.95 vs 59 (gpt4)3.3%
WinoGrande: 84.14 vs 87.5 (gpt4)-3.8%
GSM8K: 66.87 vs 96.4 (so35)-30.6%
MATH Lvl 5: 1.36
LLME Score: 0.2649
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Fimbulvetr Kuro Lotus 10.7B (saishf/Fimbulvetr-Kuro-Lotus-10.7B)

Fimbulvetr Kuro Lotus 10.7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is a merge of personal favorite models using the SLERP merge method, without needing highly detailed character cards for coherent results. It's known for creative outputs and adapted for usage in text generation tasks.
LLM NameFimbulvetr Kuro Lotus 10.7B
Repository 🤗https://huggingface.co/saishf/Fimbulvetr-Kuro-Lotus-10.7B 
Base Model(s)  Sao10K/Fimbulvetr-10.7B-v1   saishf/Kuro-Lotus-10.7B   Sao10K/Fimbulvetr-10.7B-v1   saishf/Kuro-Lotus-10.7B
Merged ModelYes
Model Size10.7b
Required VRAM21.4 GB
Updated2024-12-14
Maintainersaishf
Model Typellama
Model Files  1.9 GB: 1-of-11   2.0 GB: 2-of-11   2.0 GB: 3-of-11   1.9 GB: 4-of-11   2.0 GB: 5-of-11   1.9 GB: 6-of-11   2.0 GB: 7-of-11   1.9 GB: 8-of-11   2.0 GB: 9-of-11   1.9 GB: 10-of-11   1.9 GB: 11-of-11
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Rank the Fimbulvetr Kuro Lotus 10.7B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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