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Mixllama3 8x8b Instruct V0.1 by sherazkhan

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  Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/sherazkhan/Mixllama3-8x8b-Instruct-v0.1 

Mixllama3 8x8b Instruct V0.1 Benchmarks

LLME Score: 0.18141
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixllama3 8x8b Instruct V0.1 (sherazkhan/Mixllama3-8x8b-Instruct-v0.1)

Mixllama3 8x8b Instruct V0.1 Parameters and Internals

Model Type 
text generation
Additional Notes 
The model is an experimental research model and might generate incorrect or harmful content. Outputs should not be considered as factual or representative of the creator's views. License and copyright are under Meta Platforms, Inc.
Supported Languages 
en (fluent)
Training Details 
Methodology:
The model is a Mixture of Experts (MoE) model combining 8 fine-tuned LLaMA 8B models, each focused on a specific set of tasks, to enhance performance and adaptability.
Model Architecture:
MoE based on LLaMA-3-8B
LLM NameMixllama3 8x8b Instruct V0.1
Repository 🤗https://huggingface.co/sherazkhan/Mixllama3-8x8b-Instruct-v0.1 
Model Size47.5b
Required VRAM95.3 GB
Updated2025-02-22
Maintainersherazkhan
Model Typemixtral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-20   5.0 GB: 2-of-20   4.9 GB: 3-of-20   5.0 GB: 4-of-20   5.0 GB: 5-of-20   4.9 GB: 6-of-20   5.0 GB: 7-of-20   5.0 GB: 8-of-20   5.0 GB: 9-of-20   4.9 GB: 10-of-20   5.0 GB: 11-of-20   5.0 GB: 12-of-20   4.9 GB: 13-of-20   5.0 GB: 14-of-20   5.0 GB: 15-of-20   4.9 GB: 16-of-20   5.0 GB: 17-of-20   5.0 GB: 18-of-20   4.7 GB: 19-of-20   1.1 GB: 20-of-20
Supported Languagesen
Model ArchitectureMixtralForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

Best Alternatives to Mixllama3 8x8b Instruct V0.1

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Llama 3 8B Instruct MoE 48K / 95.2 GB100
Note: green Score (e.g. "73.2") means that the model is better than sherazkhan/Mixllama3-8x8b-Instruct-v0.1.

Rank the Mixllama3 8x8b Instruct V0.1 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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
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