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Mixtral AI Cyber 2.0 by LeroyDyer

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Mixtral AI Cyber 2.0 is an open-source language model by LeroyDyer. Features: 7.2b LLM, VRAM: 14.4GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.14, Arc: 60.8, HellaSwag: 82.5, MMLU: 60, GSM8K: 42.

  Arxiv:2203.05482   128k context   Autotrain compatible Base model:finetune:leroydyer/... Base model:leroydyer/mixtral b...   Biology   Chemistry   Code   Custom code   Cyber-series   En   Endpoints compatible   Medical   Merge   Mergekit   Mistral   Music   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_2.0 

Mixtral AI Cyber 2.0 Benchmarks

ARC: 60.75 vs 96.7 (so35)-37.2%
HellaSwag: 82.5 vs 95.3 (gpt4)-13.4%
MMLU: 60.03 vs 88.3 (so35)-32%
GSM8K: 42 vs 96.4 (so35)-56.4%
LLME Score: 0.13783
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 2.0 (LeroyDyer/Mixtral_AI_Cyber_2.0)
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Mixtral AI Cyber 2.0 Parameters and Internals

Model Type 
text-generation
Additional Notes 
This is a merge of pre-trained language models using the linear merge method with components learned from their training process. It includes a long context capability up to 128k tokens.
Supported Languages 
en (full)
Training Details 
Data Volume:
1500 steps
Methodology:
YaRN extension method
Context Length:
128000
LLM NameMixtral AI Cyber 2.0
Repository 🤗https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_2.0 
Base Model(s)  LeroyDyer/Mixtral_AI_128K_B   Mixtral BioMedical   LeroyDyer/Mixtral_AI_128K_B   LeroyDyer/Mixtral_BioMedical
Model Size7.2b
Required VRAM14.4 GB
Updated2025-09-17
MaintainerLeroyDyer
Model Typemistral
Model Files  1.9 GB: 1-of-8   1.9 GB: 2-of-8   1.9 GB: 3-of-8   1.9 GB: 4-of-8   1.9 GB: 5-of-8   2.0 GB: 6-of-8   2.0 GB: 7-of-8   0.9 GB: 8-of-8
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
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_2.0.

Rank the Mixtral AI Cyber 2.0 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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