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Evomerge2 by Knobi3

 »  All LLMs  »  Knobi3  »  Evomerge2   URL Share it on

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  Merged Model   Arxiv:2212.04089   Autotrain compatible   Conversational   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Knobi3/Evomerge2 

Evomerge2 Benchmarks

LLME Score: 0.18497
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Evomerge2 (Knobi3/Evomerge2)

Evomerge2 Parameters and Internals

Model Type 
language model, merge
Additional Notes 
Evaluated over 100 merges. The model is a merge of Starling-LM-7B-beta_581094980, Mistral-7B-v0.1-flashback-v2-instruct_3664132380, and NeuralBeagle14-7B_2368216670.
Training Details 
Methodology:
This model was merged using the task arithmetic merge method
LLM NameEvomerge2
Repository 🤗https://huggingface.co/Knobi3/Evomerge2 
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2025-02-22
MaintainerKnobi3
Model Typemistral
Model Files  4.9 GB: 1-of-3   4.9 GB: 2-of-3   4.7 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typebfloat16

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Astral 256K 7B250K / 14.4 GB50
Test001128K / 14.5 GB90
Note: green Score (e.g. "73.2") means that the model is better than Knobi3/Evomerge2.

Rank the Evomerge2 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 v20241227
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