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WizardLM 2 8x22B Beige by gghfez

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WizardLM 2 8x22B Beige is an open-source language model by gghfez. Features: 140.6b LLM, VRAM: 221.4GB, Context: 64K, MoE, Instruction-Based, Merged, LLM Explorer Score: 0.14.

  Merged Model   Arxiv:2403.19522 Base model:alpindale/wizardlm-... Base model:fireworks-ai/mixtra... Base model:migtissera/tess-2.0... Base model:openbmb/eurux-8x22b...   Conversational   Endpoints compatible   Instruct   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/gghfez/WizardLM-2-8x22B-Beige 

WizardLM 2 8x22B Beige Benchmarks

LLME Score: 0.13775
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
WizardLM 2 8x22B Beige (gghfez/WizardLM-2-8x22B-Beige)
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WizardLM 2 8x22B Beige Parameters and Internals

Additional Notes 
This model was created as a merge of several pre-trained language models using mergekit, specifically aiming to tone down the verbose or 'purple prose' style of WizardLM-2-8X22B
Training Details 
Methodology:
Model Stock merge method using mergekit
LLM NameWizardLM 2 8x22B Beige
Repository 🤗https://huggingface.co/gghfez/WizardLM-2-8x22B-Beige 
Base Model(s)  Eurux 8x22b Nca   WizardLM 2 8x22B   Mixtral 8x22b Instruct Oh   migtissera/Tess-2.0-Mixtral-8x22B   openbmb/Eurux-8x22b-nca   alpindale/WizardLM-2-8x22B   fireworks-ai/mixtral-8x22b-instruct-oh   migtissera/Tess-2.0-Mixtral-8x22B
Merged ModelYes
Model Size140.6b
Required VRAM221.4 GB
Updated2026-04-25
Maintainergghfez
Model Typemixtral
Instruction-BasedYes
Model Files  4.8 GB: 1-of-59   4.8 GB: 2-of-59   4.8 GB: 3-of-59   4.8 GB: 4-of-59   4.8 GB: 5-of-59   4.8 GB: 6-of-59   4.8 GB: 7-of-59   4.8 GB: 8-of-59   4.8 GB: 9-of-59   4.8 GB: 10-of-59   4.8 GB: 11-of-59   4.8 GB: 12-of-59   4.8 GB: 13-of-59   4.8 GB: 14-of-59   4.8 GB: 15-of-59   4.8 GB: 16-of-59   4.8 GB: 17-of-59   4.8 GB: 18-of-59   4.8 GB: 19-of-59   4.8 GB: 20-of-59   4.8 GB: 21-of-59   5.0 GB: 22-of-59   4.9 GB: 23-of-59   4.9 GB: 24-of-59   5.0 GB: 25-of-59   4.8 GB: 26-of-59   4.8 GB: 27-of-59   4.8 GB: 28-of-59   4.8 GB: 29-of-59   4.8 GB: 30-of-59   4.8 GB: 31-of-59   4.8 GB: 32-of-59   4.8 GB: 33-of-59   4.8 GB: 34-of-59   4.8 GB: 35-of-59   4.8 GB: 36-of-59   4.8 GB: 37-of-59   4.8 GB: 38-of-59   4.8 GB: 39-of-59   4.8 GB: 40-of-59   4.8 GB: 41-of-59   4.8 GB: 42-of-59   4.8 GB: 43-of-59   4.8 GB: 44-of-59   4.8 GB: 45-of-59   4.8 GB: 46-of-59
Model ArchitectureMixtralForCausalLM
Context Length65536
Model Max Length65536
Transformers Version4.41.2
Vocabulary Size32000
Torch Data Typebfloat16

Best Alternatives to WizardLM 2 8x22B Beige

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Mixtral 8x22B Instruct V0.164K / 221.4 GB27071748
...ixtral 8x22B Instruct V0.1 FP864K / 140.9 GB5480
...igHuggyD Grey WizardLM 2 8x22B64K / 216.6 GB64
...x22B Instruct V0.1 FP8 Dynamic64K / 140.9 GB220
...ral 8x22B Instruct V0.1 FP8 V264K / 140.9 GB50
...ral 8x22B Instruct V0.1 FP8 V164K / 140.9 GB80
Mixtral 8x22B GO Instruct V164K / 280.8 GB52
Mixtral 8x22B Instruct V0.164K / 221.4 GB171
Mixtral 8x22b Instruct Oh64K / 221.6 GB1029
... 8x22B V0.1 Instruct Sft En De64K / 212 GB121
Note: green Score (e.g. "73.2") means that the model is better than gghfez/WizardLM-2-8x22B-Beige.

Rank the WizardLM 2 8x22B Beige 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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