MoE
Datasets
All datasets matching “MoE”hf-9routergpt-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.moe-demo-clean
RoboTwin MOE Demo Clean
Raw RoboTwin demonstration data copied from bos:/lab-test/moe-demo-clean/.
The dataset is organized by task directories such as
place_can_basket-demo_clean-200/. Each task directory contains episode
subdirectories with an HDF5 trajectory file and an instructions.json file.
spatial-moe-resultsMoE_expert_selection_trace
📖 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.charlie-moe-nemotroncc-d004
Charlie MoE Nemotron-CC D004 Archive
Dataset repository: B4RryG/charlie-moe-nemotroncc-d004.
This repository preserves Nemotron-CC D004 inputs, data and resume indexes, native training checkpoints, and validation outputs. Each checkpoint and validation directory retains its own run or attempt identity so outputs from different weights are not combined.
Repository layout
Path
Contents
parquet/, metadata.json, and data manifests
Nemotron-CC D004 input… See the full description on the dataset page: https://huggingface.co/datasets/B4RryG/charlie-moe-nemotroncc-d004.