Mistral Instruct MoE Experimental by osanseviero

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  Autotrain compatible Base model:mistralai/mistral-7... Base model:mistralai/mistral-7...   Conversational   Endpoints compatible   Instruct   License:apache-2.0   Merge   Mergekit   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow

Rank the Mistral Instruct MoE Experimental 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  
Mistral Instruct MoE Experimental (osanseviero/mistral-instruct-moe-experimental)

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Mistral Instruct MoE Experimental Parameters and Internals

LLM NameMistral Instruct MoE Experimental
RepositoryOpen on ๐Ÿค— 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.2   Mistral 7B Instruct V0.1   mistralai/Mistral-7B-Instruct-v0.2   mistralai/Mistral-7B-Instruct-v0.1
Model Size12.9b
Required VRAM25.8 GB
Updated2024-07-07
Maintainerosanseviero
Model Typemixtral
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   10.0 GB: 2-of-3   5.9 GB: 3-of-3
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801