Cheap MoE Merge by khoantap

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  Arxiv:1910.09700   Autotrain compatible   Conversational   Endpoints compatible   Moe   Qwen2 moe   Region:us   Safetensors   Sharded   Tensorflow

Cheap MoE Merge Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Cheap MoE Merge (khoantap/cheap-moe-merge)

Cheap MoE Merge Parameters and Internals

LLM NameCheap MoE Merge
Repository ๐Ÿค—https://huggingface.co/khoantap/cheap-moe-merge 
Model Size19.3b
Required VRAM38.5 GB
Updated2025-04-15
Maintainerkhoantap
Model Typeqwen2_moe
Model Files  4.9 GB: 1-of-8   4.9 GB: 2-of-8   5.0 GB: 3-of-8   4.9 GB: 4-of-8   4.9 GB: 5-of-8   5.0 GB: 6-of-8   4.9 GB: 7-of-8   4.0 GB: 8-of-8
Model ArchitectureQwen2MoeForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.46.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|begin_of_text|>
Vocabulary Size128256
Torch Data Typefloat16

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Rank the Cheap MoE Merge 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227