Mixtral 4x400M by qnguyen3

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  Arxiv:1910.09700   Autotrain compatible   Endpoints compatible   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/qnguyen3/Mixtral-4x400M 

Mixtral 4x400M Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixtral 4x400M (qnguyen3/Mixtral-4x400M)

Mixtral 4x400M Parameters and Internals

LLM NameMixtral 4x400M
Repository ๐Ÿค—https://huggingface.co/qnguyen3/Mixtral-4x400M 
Model Size1.8b
Required VRAM7.1 GB
Updated2025-02-05
Maintainerqnguyen3
Model Typemixtral
Model Files  5.0 GB: 1-of-2   2.1 GB: 2-of-2
Model ArchitectureMixtralForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size38365
Torch Data Typefloat32

Best Alternatives to Mixtral 4x400M

Best Alternatives
Context / RAM
Downloads
Likes
Mixsmol 4x400M V0.1 Epoch14K / 3.5 GB14912
Mixsmol 4x400M V0.1 Epoch24K / 3.5 GB1595
Mixsmol 4x400M V0.1 Epoch34K / 3.5 GB75
Tiny Llama 1.8B2K / 3.7 GB00
Note: green Score (e.g. "73.2") means that the model is better than qnguyen3/Mixtral-4x400M.

Rank the Mixtral 4x400M 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