Storage - Hugging Face

Storage

Storage built for AI teams

Store models, datasets, and artifacts with simple per-TB pricing. Xet deduplication. Included CDN. No git overhead.

• Per-TB pricing with built-in CDN and deduplication speedups.

• No Git constraints: commit-free sync and fast object updates.

• Designed for ML workflows: datasets, checkpoints, model artifacts.

Xet Technology

Next-gen large-scale storage for AI

Xet uses content-defined chunking to break files into byte-level chunks and deduplicates across your entire bucket. When you retrain a model and only 5% of weights change, only that 5% is re-uploaded.

• Raw + processed dataset: stored once, billed once*

• 4x less data per upload, verified with real-world workloads

*Requires Enterprise or Enterprise Plus plan

Pricing

Transparent, volume-based pricing

Simple per-TB pricing that scales with usage. Egress and CDN are included at no extra cost.

Data Storage

Assemble training data at any scale

Pour raw data from every source into a single bucket: crawls, annotations, synthetic outputs, partner datasets. No git overhead, no commit queues, no file-count limits. When training begins, your data is already there, streamed to GPUs via the included CDN.

• Immediate availability on upload, no queued commits

• Batch API processes thousands of files in a single call

• Raw + processed datasets with dedup = no double billing*

*Requires Enterprise or Enterprise Plus plan

CDN

Built-in CDN for blazing fast access

Every bucket includes a CDN. Warm localized cache close to where you compute for ultra fast streaming and downloads. Egress is included up to a generous 8:1 ratio of your total storage.

• Pre-warm cache in any cloud region you need

• Our CDN is deployed inside GCP and AWS networks

• Egress included up to 8:1 your storage

Coding Agents

Give your coding agents persistent storage

Coding agents run in ephemeral environments, but their outputs shouldn't vanish. Checkpoints, benchmark results, generated datasets: one hf sync command in your agent's bash tool is all it takes.

• Pre-warmed CDN and no git overhead for fast reads and writes

• Persist artifacts across ephemeral CI runs and terminal sessions

• Install the official HF CLI skill and your agent knows every command

Get started with HF Storage Buckets HF Storage Buckets

Start with buckets, sync your AI data, and unlock object storage built for ML workflows.