README.md

metadata

title: DeepSpec Decoding Lab
emoji: ⚡
colorFrom: blue
colorTo: pink
sdk: gradio
sdk_version: 6.10.0
app_file: app.py
short_description: Interactive DeepSpec speculative decoding lab
startup_duration_timeout: 1h

DeepSpec Decoding Lab

An interactive research dashboard for the DeepSeek-AI DeepSpec collection: DSpark, DFlash, and EAGLE-3 draft modules across Qwen3 and Gemma4 targets.

The Space uses the DSpark paper's Table 1 accepted-length measurements, public Hugging Face checkpoint metadata, and a deterministic speculative-decoding simulator to make the collection easy to inspect without requiring a multi-GPU serving stack.

The UI is tuned for dark-mode readability across Gradio controls, tables, Plotly charts, and custom speculative-decoding visualizations.

Sources:

• DeepSpec collection: https://huggingface.co/collections/deepseek-ai/deepspec-6a410e3f1831ca8ca801b88b
• DeepSpec repository: https://github.com/deepseek-ai/DeepSpec
• DSpark paper: https://github.com/deepseek-ai/DeepSpec/blob/main/DSpark_paper.pdf
• DFlash paper: https://arxiv.org/abs/2602.06036
• EAGLE-3 paper: https://arxiv.org/abs/2503.01840