hfviewer
Visualize any Hugging Face model architecture as an interactive graph by pasting a model URL or repo name — no installation or configuration required.
At a Glance
Fully free web tool to visualize any Hugging Face model architecture.
Engagement
Available On
Alternatives
Listed May 2026
About hfviewer
hfviewer is a free web tool that lets you instantly visualize the architecture of any Hugging Face model as an interactive graph. Paste a Hugging Face model URL or repo name and get a clear, zoomable graph of the model's structure in your browser — no local setup, no config files, no notebook required. It is built by Embedl AB as a contribution to the Hugging Face community, and supports a wide range of transformer architectures including LLMs, vision models, multimodal models, and speech models.
- Instant model visualization: Paste a Hugging Face URL or repo ID (e.g.,
Qwen/Qwen3.5-4B) and the graph opens directly in the browser. - URL magic: Replace
huggingface.cowithhfviewer.comin any model URL to jump straight to the visualization. - Granularity levels: Switch between high-level architecture overview and detailed substructure views to inspect specific blocks and paths.
- Family compare pages: Compare multiple related models (e.g., the Gemma 4 family) side by side with synchronized pan, zoom, and granularity controls.
- Embed in model cards: Press the Embed button to get embeddable code for use in Hugging Face model cards.
- Interactive blog format: Family pages link graph nodes to editorial explanations, enabling a graph-to-text and text-to-graph reading loop.
- Broad model support: Works with decoder-only LLMs, encoder-decoder models, vision transformers, CLIP dual encoders, pose detection models, speech recognition models, and MoE architectures.
- No installation needed: Fully browser-based; the first request may take a few minutes while the server analyzes the model and generates the graph.
Community Discussions
Be the first to start a conversation about hfviewer
Share your experience with hfviewer, ask questions, or help others learn from your insights.
Pricing
Free
Fully free web tool to visualize any Hugging Face model architecture.
- Visualize any Hugging Face model
- Interactive architecture graph
- Granularity level controls
- Family compare pages
- Embed code for model cards
Capabilities
Key Features
- Interactive model architecture graph
- Paste Hugging Face URL or repo name to visualize
- URL magic: replace huggingface.co with hfviewer.com
- Granularity levels from overview to detailed substructure
- Family compare pages with synchronized pan and zoom
- Embed code for Hugging Face model cards
- Supports LLMs, vision models, multimodal, speech, MoE architectures
- No installation or local setup required
- Interactive blog with graph-to-text linking
