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CyberCore Qwen 2.1 7B by bunnycore

 »  All LLMs  »  bunnycore  »  CyberCore Qwen 2.1 7B   URL Share it on

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:bunnycore/qwen-2.1-... Base model:fblgit/cybertron-v4... Base model:fblgit/cybertron-v4... Base model:rombodawg/rombos-ll...   Conversational   Endpoints compatible   Lora   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/bunnycore/CyberCore-Qwen-2.1-7B 

CyberCore Qwen 2.1 7B Benchmarks

MMLU Pro: 38.28
GPQA: 7.72
MUSR: 9.41
BBH: 36.97
IFEval: 57.66 vs 88 (so35)-34.5%
MATH Lvl 5: 35.88
LLME Score: 0.31754
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CyberCore Qwen 2.1 7B (bunnycore/CyberCore-Qwen-2.1-7B)

CyberCore Qwen 2.1 7B Parameters and Internals

LLM NameCyberCore Qwen 2.1 7B
Repository 🤗https://huggingface.co/bunnycore/CyberCore-Qwen-2.1-7B 
Base Model(s)  rombodawg/Rombos-LLM-V2.5-Qwen-7b   Cybertron V4 Qw7B UNAMGS   bunnycore/Qwen-2.1-7b-Persona-lora_model   Cybertron V4 Qw7B MGS   bunnycore/Qwen-2.1-7b-Persona-lora_model   rombodawg/Rombos-LLM-V2.5-Qwen-7b   fblgit/cybertron-v4-qw7B-UNAMGS   bunnycore/Qwen-2.1-7b-Persona-lora_model   fblgit/cybertron-v4-qw7B-MGS   bunnycore/Qwen-2.1-7b-Persona-lora_model
Merged ModelYes
Model Size7b
Required VRAM15.2 GB
Updated2025-03-22
Maintainerbunnycore
Model Typeqwen2
Model Files  5.0 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   0.3 GB: 4-of-4
Model ArchitectureQwen2ForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
LoRA ModelYes
Torch Data Typefloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than bunnycore/CyberCore-Qwen-2.1-7B.

Rank the CyberCore Qwen 2.1 7B Capabilities

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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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