EvoMerge1 by Knobi3

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  Merged Model   Arxiv:2212.04089   Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Sv   Tensorflow

EvoMerge1 Benchmarks

EvoMerge1 Parameters and Internals

LLM NameEvoMerge1
RepositoryOpen on ๐Ÿค— 
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2024-07-27
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
EvoMerge1 (Knobi3/EvoMerge1)

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HF Rank
Context/RAM
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Likes
...1 Summarize 64K LoRANET Merged0.2128K / 14.4 GB2320
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB80
Mistral 7B Instruct V0.10.532K / 14.4 GB4256091476
...ty Instruct 3M 0613 Mistral 7B0.432K / 14.4 GB4409
Dolphin 2.8 Mistral 7B V020.332K / 14.4 GB773202
Vikhr 7B Instruct 0.40.332K / 15.2 GB3823726
...aul Dolphin Beagle Breadcrumbs0.332K / 14.5 GB21120
Oumuamua 7B Instruct V20.332K / 14.7 GB62122
Configurable Mistral 7B0.332K / 14.4 GB41561
Breeze 7B Instruct V1.00.332K / 15 GB873044
Note: green Score (e.g. "73.2") means that the model is better than Knobi3/EvoMerge1.

Rank the EvoMerge1 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 v2024072501