Mixtral 7Bx4 MoE 24B by cloudyu

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  Autotrain compatible   Endpoints compatible   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow

Mixtral 7Bx4 MoE 24B Benchmarks

Mixtral 7Bx4 MoE 24B (cloudyu/Mixtral_7Bx4_MOE_24B)

Mixtral 7Bx4 MoE 24B Parameters and Internals

Model Type 
text generation
Additional Notes 
Merged using mergekit with other models.
Training Details 
Methodology:
Improved by DPO
Input Output 
Input Format:
text prompts
Accepted Modalities:
text
Output Format:
text
LLM NameMixtral 7Bx4 MoE 24B
Repository ๐Ÿค—https://huggingface.co/cloudyu/Mixtral_7Bx4_MOE_24B 
Model Size24.2b
Required VRAM48.3 GB
Updated2025-01-17
Maintainercloudyu
Model Typemixtral
Model Files  9.9 GB: 1-of-5   10.0 GB: 2-of-5   10.0 GB: 3-of-5   10.0 GB: 4-of-5   8.4 GB: 5-of-5
Model ArchitectureMixtralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<s>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than cloudyu/Mixtral_7Bx4_MOE_24B.

Rank the Mixtral 7Bx4 MoE 24B 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 v20241227