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Sparsetral 16x7B V2 by serpdotai

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  Arxiv:2401.02731   Autotrain compatible   Conversational   Custom code   Dataset:teknium/openhermes-2.5   En   Endpoints compatible   License:apache-2.0   Moe   Region:us   Safetensors   Sharded   Sparsetral   Tensorflow

Rank the Sparsetral 16x7B V2 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  
Sparsetral 16x7B V2 (serpdotai/sparsetral-16x7B-v2)

Best Alternatives to Sparsetral 16x7B V2

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HF Rank
Sparsetral 16x7B V2 SPIN Iter132K / 18.7 GB109
Sparsetral 16x7B V2 SPIN Iter032K / 18.7 GB8677
...s Sparsetral Mistral 16x7b MoE32K / 18.7 GB62

Sparsetral 16x7B V2 Parameters and Internals

LLM NameSparsetral 16x7B V2
RepositoryOpen on ๐Ÿค— 
Model Size9.4b
Required VRAM18.7 GB
Model Typesparsetral
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   3.9 GB: 4-of-4
Supported Languagesen
Model Architecturemodeling_sparsetral.MistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Initializer Range0.02
Torch Data Typebfloat16
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024022003