Education●●●Banger
Learn distributed ML by playing a sci-fi browser game
Hands-on distributed ML simulator—gamified learning for tensor parallelism without spinning up clusters.
Rabbit HoleBig BrainEye Candy
zhebrak
113mo ago
Back to browse
Browser-Native GPU Sharing
by bilekas·Jun 3, 2026·1 point·2 comments
AI Analysis
●●●BangerWizardryZero to OneBold Bet
Browser-based GPU cluster for LLM inference with HTTP API and SSE broker coordination.
Strengths
- •WebGPU + Transformers.js runs models without Python or driver installation
- •HTTP API works from curl, Python, Node, or any HTTP client
- •Broker coordinates distributed tasks across browser nodes via SSE
Weaknesses
- •Only 1 host registered shows early adoption and network effects challenge
- •Security model for cross-device GPU sharing needs more scrutiny
Category
Target Audience
Developers with spare GPU capacity, teams needing distributed inference
Similar To
Modal · RunPod · Replicate
Similar Projects
Developer Tools●●●Banger
Accel-GPU v1.0 – NumPy for browser GPU
WebGPU NumPy alternative that beats TensorFlow.js on speed and simplicity.
WizardryShip ItSolve My Problem
Phantasm0009
113mo ago
Developer Tools●●●Banger
Accel-GPU – NumPy for the browser GPU
NumPy API on WebGPU with zero shader writing beats TensorFlow.js bloat for compute.
WizardryShip ItZero to One
Phantasm0009
203mo ago
Infrastructure●●Solid
Brokkr - Scalable cluster management for GPU/HPC workloads
REAPI-compatible distributed compute without Docker, etcd, or third-party Raft.
Big BrainNiche Gem
bhdr26k
2017d ago
Infrastructure●●Solid
sllm – Split a GPU node with other developers, unlimited tokens
Cohort-based GPU sharing cuts DeepSeek V3 costs from $14k to $40/month.
Bold BetBig Brain
jrandolf
1881042mo ago
AI/ML●●Solid
WebGPU LLM inference comprehensive benchmark
Sequential-dispatch methodology corrects 20x overestimation in prior WebGPU benchmarks.
Big BrainNiche Gem
yu3zhou4
221mo ago