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WizardLM 2 8x22B by alpindale

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  Arxiv:2304.12244   Arxiv:2306.08568   Arxiv:2308.09583   Autotrain compatible   Conversational   Endpoints compatible   Mixtral   Model-index   Moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/alpindale/WizardLM-2-8x22B 

WizardLM 2 8x22B Benchmarks

MMLU Pro: 39.96
GPQA: 17.56
MUSR: 14.54
BBH: 48.58
IFEval: 52.72 vs 88 (so35)-40.1%
MATH Lvl 5: 25
LLME Score: 0.33499
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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WizardLM 2 8x22B Parameters and Internals

Model Type 
Mixture of Experts (MoE), text-generation
Supported Languages 
Multilingual (yes)
Training Details 
Model Architecture:
Mixture of Experts (MoE)
Input Output 
Input Format:
multi-turn conversation prompts
LLM NameWizardLM 2 8x22B
Repository 🤗https://huggingface.co/alpindale/WizardLM-2-8x22B 
Model Size140.6b
Required VRAM216.8 GB
Updated2025-06-11
Maintaineralpindale
Model Typemixtral
Model Files  5.0 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   4.8 GB: 22-of-59   4.8 GB: 23-of-59   4.9 GB: 24-of-59   5.0 GB: 25-of-59   5.0 GB: 26-of-59   4.9 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
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length65536
Model Max Length65536
Transformers Version4.36.2
Vocabulary Size32000
Torch Data Typebfloat16
WizardLM 2 8x22B (alpindale/WizardLM-2-8x22B)

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Dolphin 2.9.2 Mixtral 8x22b64K / 207.2 GB713740
...igHuggyD Grey WizardLM 2 8x22B64K / 216.6 GB214
WizardLM 2 8x22B Beige64K / 221.4 GB264
Note: green Score (e.g. "73.2") means that the model is better than alpindale/WizardLM-2-8x22B.

Rank the WizardLM 2 8x22B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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