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moe-expert

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Models

All models matching “moe-expert”
ibm-research /moe-7b-1b-active-shared-experts6 likes4k downloads2y agoHugging Facemradermacher /gpt-oss-6.0b-specialized-all-pruned-moe-only-7-experts-i1-GGUFtext-generationtransformersen2 likes1.5k downloads10mo agoHugging Facemradermacher /gpt-oss-6.0b-specialized-all-pruned-moe-only-7-experts-GGUFtext-generationtransformersen2 likes707 downloads1y agoHugging Facemradermacher /Qwen1.5-MoE-A2.7B-20-experts-Maths-reasoning-trained-GGUFtransformersen0 likes608 downloads2y agoHugging Faceh3rb3rn /moe-expert-coder-4btext-generationtransformersgo4 likes530 downloads14d agoHugging Facemradermacher /Deepseek-V2-13B-Math7K-Expert-Enhance-Subset-Expert-MoE-32-experts-i1-GGUFtransformersen1 likes492 downloads10mo agoHugging Facemradermacher /Deepseek-V2-13B-Math7K-Expert-Enhance-Subset-Expert-MoE-32-experts-GGUFtransformersen1 likes464 downloads1y agoHugging Facemradermacher /Qwen1.5-MoE-A2.7B-20-experts-SFT-trained-GGUFtransformersen0 likes403 downloads2y agoHugging Face

Datasets

All datasets matching “moe-expert”
masterpieceexternal /gpt-oss-20b-moe-expert-power-traces-320k GPT-OSS-20B MoE Expert Power Traces (320k, ChipWhisperer) This dataset contains analog power traces captured with a ChipWhisperer Husky while running forced single-expert MoE computations derived from openai/gpt-oss-20b on an NVIDIA H100. What is recorded Each trace corresponds to one capture trial where: A fixed expert id is selected (expert_00 ... expert_31). A random hidden-state tensor is generated once per trial. The selected expert computation is executed… See the full description on the dataset page: https://huggingface.co/datasets/masterpieceexternal/gpt-oss-20b-moe-expert-power-traces-320k.audio-classification100K<n<1M0 likes6k downloads4mo agoHugging Facecore12345 /MoE_expert_selection_tracegated 📖 Introduction This repository serves as a supplement to our paper "Patterns behind Chaos: Forecasting Data Movement for Efficient Large-Scale MoE LLM Inference". It contains expert selection profiling traces of four top-tier MoE LLMs ranging from 235B to 1T (DeepSeek-R1, Kimi-K2-Thinking, Llama4-Marverick, and Qwen3-235B) across multiple benchmarks. For each query or request, we log the activated expert ID of every model layer of every generated token. We provide analyses and… See the full description on the dataset page: https://huggingface.co/datasets/core12345/MoE_expert_selection_trace.26 likes1.8k downloads4mo agoHugging Facemasterpieceexternal /gpt-oss-20b-moe-expert-power-traces-320k-ds16k GPT-OSS-20B MoE Expert Power Traces (Downsampled to 16k) Downsampled variant of the 320k expert-trace capture set. Source Raw source dataset (same captures): 32 experts (expert_00..expert_31) 10,000 traces per expert 320,000 total traces raw trace length ~195k samples per trace Downsampling method Each raw trace was resampled to exactly 16384 samples using linear interpolation (np.interp) matching the trainer resampling step. No baseline normalization and no… See the full description on the dataset page: https://huggingface.co/datasets/masterpieceexternal/gpt-oss-20b-moe-expert-power-traces-320k-ds16k.audio-classification100K<n<1M0 likes362 downloads7mo agoHugging FaceExpertFlowPredictor /aime2024_Qwen3-30B-A3B_moe_patternstext10K<n<100K0 likes350 downloads11mo agoHugging FaceExpertFlowPredictor /math-500_Qwen3-30B-A3B_moe_patternstext10K<n<100K0 likes322 downloads11mo agoHugging FaceExpertFlowPredictor /gpqa_diamond_Qwen3-30B-A3B_moe_patternstext10K<n<100K0 likes287 downloads11mo agoHugging Face

Apps

All apps matching “moe-expert”
huggingface /moe-experts-benchmarksstatic0 likes8mo agoHugging FaceNewMarco /MOE_experts_analysis1gradio0 likes7mo agoHugging Facemusk12 /frozen-experts-MoE-demostatic0 likes2mo agoHugging Facejunwatu /repro-synergistic-intra-and-cross-layer-regularization-losses-for-moe-expert-specializationstatic0 likes2mo agoHugging Faceashish-soni08 /repro-certain-head-uncertain-tail-expert-sample-for-test-time-scaling-in-fine-grained-moestatic0 likes2mo agoHugging Facemkvn /moe-expert-cache-cliffstatic0 likes1mo agoHugging Face