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Mixtral AI Cyber 4.0 by LeroyDyer

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  Merged Model   Autotrain compatible Base model:finetune:leroydyer/... Base model:leroydyer/lcars top...   Biology   Chemistry   Conversational   En   Endpoints compatible   Medical   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_4.0 

Mixtral AI Cyber 4.0 Benchmarks

ARC: 64.93 vs 96.7 (so35)-32.9%
HellaSwag: 84.04 vs 95.3 (gpt4)-11.8%
MMLU: 62.82 vs 88.3 (so35)-28.9%
TruthfulQA: 60.4 vs 59 (gpt4)2.4%
WinoGrande: 80.27 vs 87.5 (gpt4)-8.3%
GSM8K: 51.02 vs 96.4 (so35)-47.1%
LLME Score: 0.19857
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 4.0 (LeroyDyer/Mixtral_AI_Cyber_4.0)

Mixtral AI Cyber 4.0 Parameters and Internals

Additional Notes 
This model represents a merge of several advanced models known for their heavy coding focus, integrating deltas from intensive training and coding practices.
Supported Languages 
en ()
LLM NameMixtral AI Cyber 4.0
Repository 🤗https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_4.0 
Base Model(s)  LeroyDyer/Mixtral_AI_Cyber_3.m1   LeroyDyer/Mixtral_AI_Cyber_3.1_SFT   LeroyDyer/Mixtral_AI_Cyber_2.0   LeroyDyer/Mixtral_AI_Cyber_1.0   LeroyDyer/Mixtral_AI_Cyber_3.m2   LeroyDyer/Mixtral_AI_Cyber_3.0   LeroyDyer/Mixtral_AI_Cyber_3.m1   LeroyDyer/Mixtral_AI_Cyber_3.1_SFT   LeroyDyer/Mixtral_AI_Cyber_2.0   LeroyDyer/Mixtral_AI_Cyber_1.0   LeroyDyer/Mixtral_AI_Cyber_3.m2   LeroyDyer/Mixtral_AI_Cyber_3.0
Merged ModelYes
Model Size7.2b
Required VRAM14.4 GB
Updated2025-01-15
MaintainerLeroyDyer
Model Typemistral
Model Files  1.9 GB: 1-of-8   1.9 GB: 2-of-8   1.9 GB: 3-of-8   2.0 GB: 4-of-8   1.9 GB: 5-of-8   1.9 GB: 6-of-8   1.9 GB: 7-of-8   1.0 GB: 8-of-8
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensemit
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_4.0.

Rank the Mixtral AI Cyber 4.0 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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