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EvoMerge1 by Knobi3

 »  All LLMs  »  Knobi3  »  EvoMerge1   URL Share it on

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  Merged Model   Arxiv:2212.04089   Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Sv   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Knobi3/EvoMerge1 

EvoMerge1 Benchmarks

ARC: 38.57 vs 96.7 (so35)-60.1%
HellaSwag: 50.94 vs 95.3 (gpt4)-46.5%
MMLU: 47.5 vs 88.3 (so35)-46.2%
TruthfulQA: 49.18 vs 59 (gpt4)-16.6%
WinoGrande: 65.75 vs 87.5 (gpt4)-24.9%
LLME Score: 0.20402
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
EvoMerge1 (Knobi3/EvoMerge1)
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EvoMerge1 Parameters and Internals

Model Type 
language model
Additional Notes 
This model is a merge of several pre-trained models using the task arithmetic merge method.
Supported Languages 
en (full), sv (full)
LLM NameEvoMerge1
Repository 🤗https://huggingface.co/Knobi3/EvoMerge1 
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2025-06-17
MaintainerKnobi3
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   4.9 GB: 2-of-3   4.7 GB: 3-of-3
Supported Languagesen sv
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.2
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 Knobi3/EvoMerge1.

Rank the EvoMerge1 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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