Speechless Sparsetral Mistral 16x7b MoE by uukuguy

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  Arxiv:2401.02731   Autotrain compatible   Code   Custom code Dataset:codefuse-ai/evol-instr... Dataset:garage-baind/open-plat... Dataset:jondurbin/airoboros-2....   Dataset:open-orca/openorca Dataset:tokenbender/python eva... Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Instruct   Llama2   Model-index   Moe   Region:us   Safetensors   Sharded   Sparsetral   Tensorflow

Speechless Sparsetral Mistral 16x7b MoE Benchmarks

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

Speechless Sparsetral Mistral 16x7b MoE Parameters and Internals

LLM NameSpeechless Sparsetral Mistral 16x7b MoE
Repository ๐Ÿค—https://huggingface.co/uukuguy/speechless-sparsetral-mistral-16x7b-MoE 
Model Size9.4b
Required VRAM18.7 GB
Updated2024-10-18
Maintaineruukuguy
Model Typesparsetral
Instruction-BasedYes
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
Licensellama2
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16
Speechless Sparsetral Mistral 16x7b MoE (uukuguy/speechless-sparsetral-mistral-16x7b-MoE)

Rank the Speechless Sparsetral Mistral 16x7b MoE 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 v2024072803