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Mixtral AI Cyber 5.0 by LeroyDyer

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  Autotrain compatible Base model:finetune:leroydyer/... Base model:leroydyer/mixtral a...   Conversational Dataset:cognitivecomputations/...   Dataset:open-orca/openorca   En   Endpoints compatible   Legal   Medical   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_5.0 

Mixtral AI Cyber 5.0 Benchmarks

ARC: 64.85 vs 96.7 (so35)-32.9%
HellaSwag: 84.46 vs 95.3 (gpt4)-11.4%
MMLU: 63 vs 88.3 (so35)-28.7%
TruthfulQA: 57.86 vs 59 (gpt4)-1.9%
WinoGrande: 80.66 vs 87.5 (gpt4)-7.8%
GSM8K: 56.25 vs 96.4 (so35)-41.6%
LLME Score: 0.19491
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixtral AI Cyber 5.0 (LeroyDyer/Mixtral_AI_Cyber_5.0)

Mixtral AI Cyber 5.0 Parameters and Internals

Model Type 
language model, instructional model
Use Cases 
Areas:
legal, medical
Additional Notes 
The CyberSeries integrates a diverse array of expert models, using the Mixture of Experts architecture for performance and scalability.
Supported Languages 
en (English)
LLM NameMixtral AI Cyber 5.0
Repository 🤗https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_5.0 
Base Model(s)  LeroyDyer/Mixtral_AI_Cyber_Orca   LeroyDyer/Mixtral_AI_Cyber_4.0   LeroyDyer/Mixtral_AI_Cyber_4.0_m1   LeroyDyer/Mixtral_AI_Cyber_Dolphin   LeroyDyer/Mixtral_AI_Cyber_4_m1_SFT   LeroyDyer/Mixtral_AI_Cyber_3.m2   LeroyDyer/Mixtral_AI_Cyber_Orca   LeroyDyer/Mixtral_AI_Cyber_4.0   LeroyDyer/Mixtral_AI_Cyber_4.0_m1   LeroyDyer/Mixtral_AI_Cyber_Dolphin   LeroyDyer/Mixtral_AI_Cyber_4_m1_SFT   LeroyDyer/Mixtral_AI_Cyber_3.m2
Model Size7.2b
Required VRAM14.5 GB
Updated2025-02-05
MaintainerLeroyDyer
Model Typemistral
Model Files  3.0 GB: 1-of-5   3.0 GB: 2-of-5   2.9 GB: 3-of-5   2.9 GB: 4-of-5   2.7 GB: 5-of-5
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than LeroyDyer/Mixtral_AI_Cyber_5.0.

Rank the Mixtral AI Cyber 5.0 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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Release v20241227
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