LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  Agents   Benchmarks   LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Mixtral AI Cyber Matrix 2 0 by LeroyDyer

 »  All LLMs  »  LeroyDyer  »  Mixtral AI Cyber Matrix 2 0   URL Share it on

  69   

Mixtral AI Cyber Matrix 2 0 is an open-source language model by LeroyDyer. Features: 7b LLM, VRAM: 14.5GB, Context: 32K, License: mit, Merged, LLM Explorer Score: 0.14, Arc: 62.1, HellaSwag: 83.5, MMLU: 62.5, GSM8K: 46.2.

  Merged Model Base model:finetune:koboldai/m... Base model:koboldai/mistral-7b...   Code   Conversational   Cyber-series Dataset:cognitivecomputations/...   Dataset:gate369/alpaca-star Dataset:gate369/alpaca-star-as...   Dataset:open-orca/openorca Dataset:whiterabbitneo/wrn-cha... Dataset:whiterabbitneo/wrn-cha...   En   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_Matrix_2_0 

Mixtral AI Cyber Matrix 2 0 Benchmarks

ARC: 62.12 vs 96.7 (so35)-35.8%
HellaSwag: 83.48 vs 95.3 (gpt4)-12.4%
MMLU: 62.53 vs 88.3 (so35)-29.2%
GSM8K: 46.17 vs 96.4 (so35)-52.1%
LLME Score: 0.13992
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 Matrix 2 0 (LeroyDyer/Mixtral_AI_Cyber_Matrix_2_0)
🌟 Advertise your project 🚀

Mixtral AI Cyber Matrix 2 0 Parameters and Internals

Model Type 
text generation, multimodal
Use Cases 
Areas:
commercial, research
Applications:
coding, role play, CHAT, Generalizing, Thinking
Primary Use Cases:
Medical inference, Long-context data handling
Limitations:
Hidden functionality requires specific configuration
Additional Notes 
This model integrates multiple expert models into a versatile framework suitable for various applications.
Supported Languages 
en (Proficient)
Training Details 
Data Sources:
Open-Orca/OpenOrca, cognitivecomputations/dolphin, WhiteRabbitNeo/WRN-Chapter-2, WhiteRabbitNeo/WRN-Chapter-1, gate369/Alpaca-Star, gate369/alpaca-star-ascii
Context Length:
128000
Model Architecture:
Mixture of Experts (MoE) with advanced routing mechanisms
Input Output 
Input Format:
Various depending on the sub-model utilized.
Accepted Modalities:
text, vision, sound
Output Format:
Textual and potentially multimodal.
Performance Tips:
Use the model in the correct train configuration to unlock additional tensors.
LLM NameMixtral AI Cyber Matrix 2 0
Repository 🤗https://huggingface.co/LeroyDyer/Mixtral_AI_Cyber_Matrix_2_0 
Base Model(s)  LeroyDyer/Mixtral_AI_Multi_TEST   LeroyDyer/Mixtral_AI_Cyber_Dolphin_2.0   LeroyDyer/Mixtral_AI_CyberLAW   Mixtral AI CyberBrain 3 0   LeroyDyer/Mixtral_AI_Cyber_5.0   LeroyDyer/Mixtral_AI_CyberBrain_2.0   Quietstar 8 Ahead   Mistral 7B Erebus V3   LeroyDyer/Mixtral_AI_Multi_TEST   LeroyDyer/Mixtral_AI_Cyber_Dolphin_2.0   LeroyDyer/Mixtral_AI_CyberLAW   LeroyDyer/Mixtral_AI_CyberBrain_3_0   LeroyDyer/Mixtral_AI_Cyber_5.0   LeroyDyer/Mixtral_AI_CyberBrain_2.0   ezelikman/quietstar-8-ahead   KoboldAI/Mistral-7B-Erebus-v3
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2026-06-02
MaintainerLeroyDyer
Model Typemistral
Model Files  5.9 GB: 1-of-3   5.9 GB: 2-of-3   2.7 GB: 3-of-3
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

Best Alternatives to Mixtral AI Cyber Matrix 2 0

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB13420
MegaBeam Mistral 7B 512K512K / 14.4 GB863154
SpydazWeb AI HumanAI RP512K / 14.4 GB241
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
MegaBeam Mistral 7B 300K282K / 14.4 GB377916
MegaBeam Mistral 7B 300K282K / 14.4 GB817617
Hebrew Mistral 7B 200K256K / 30 GB137815
Astral 256K 7B V2250K / 14.4 GB50
Astral 256K 7B250K / 14.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than LeroyDyer/Mixtral_AI_Cyber_Matrix_2_0.

Rank the Mixtral AI Cyber Matrix 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  

What open-source LLMs or SLMs are you in search of? 54415 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a
  Support LLM Explorer