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Kilo 2x8B by Alsebay

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Kilo 2x8B is an open-source language model by Alsebay. Features: 13.7b LLM, VRAM: 27.5GB, Context: 8K, License: cc-by-nc-4.0, MoE, HF Score: 64.2, LLM Explorer Score: 0.15, Arc: 61, HellaSwag: 81.9, MMLU: 64.2, TruthfulQA: 52.7, WinoGrande: 73.6, GSM8K: 52.

  Autotrain compatible Base model:merge:sao10k/l3-sol... Base model:merge:vicgalle/role... Base model:sao10k/l3-solana-8b... Base model:vicgalle/roleplay-l...   Endpoints compatible   Merge   Mixtral   Moe   Region:us   Roleplay   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Alsebay/Kilo-2x8B 

Kilo 2x8B Benchmarks

ARC: 61.01 vs 96.7 (so35)-36.9%
HellaSwag: 81.87 vs 95.3 (gpt4)-14.1%
MMLU: 64.15 vs 88.3 (so35)-27.3%
TruthfulQA: 52.72 vs 59 (gpt4)-10.6%
WinoGrande: 73.64 vs 87.5 (gpt4)-15.8%
GSM8K: 52.01 vs 96.4 (so35)-46%
LLME Score: 0.14661
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Kilo 2x8B (Alsebay/Kilo-2x8B)
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Kilo 2x8B Parameters and Internals

Model Type 
moe, merge
Additional Notes 
Just some experiment, nothing else. I think it not too good for roleplay, you should try it
LLM NameKilo 2x8B
Repository 🤗https://huggingface.co/Alsebay/Kilo-2x8B 
Base Model(s)  Roleplay Llama 3 8B   L3 Solana 8B V1   vicgalle/Roleplay-Llama-3-8B   Sao10K/L3-Solana-8B-v1
Model Size13.7b
Required VRAM27.5 GB
Updated2024-12-03
MaintainerAlsebay
Model Typemixtral
Model Files  1.1 GB: 1-of-15   2.0 GB: 2-of-15   2.0 GB: 3-of-15   2.0 GB: 4-of-15   2.0 GB: 5-of-15   2.0 GB: 6-of-15   2.0 GB: 7-of-15   2.0 GB: 8-of-15   2.0 GB: 9-of-15   2.0 GB: 10-of-15   2.0 GB: 11-of-15   2.0 GB: 12-of-15   2.0 GB: 13-of-15   2.0 GB: 14-of-15   0.4 GB: 15-of-15
Model ArchitectureMixtralForCausalLM
Licensecc-by-nc-4.0
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|begin_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Alsebay/Kilo-2x8B.

Rank the Kilo 2x8B 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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