
lium.io
ת (Tav)SN51Agent-first GPU cloud. Rent NVIDIA GPUs via web, CLI, SDK, or API. Providers earn 95% rental revenue + bonuses.
Overview
Registration Activity
Neuron registration trends

Agent-first GPU cloud. Rent NVIDIA GPUs via web, CLI, SDK, or API. Providers earn 95% rental revenue + bonuses.
Neuron registration trends
The alpha price in τ, day by day, and what moved it each way.
Log change over the last 30 days +23.06%: protocol buys +14.00%, root sells −0.74%, users net +7.11%, cross-subnet +2.69%, unattributed +0.000000000000000000035%.
The chart follows the alpha price in τ. Each period starts at its opening price and steps through the mechanisms below, in a fixed order, to its closing price: a step that rises pushed the price up, one that falls pushed it down, and its height is how far it moved the price. A thin line carries each close into the next period’s open; it is dashed where the two differ. The faint candle behind each period is the market’s own open, high, low and close, for context.
With many periods on screen (90 days, or hours), the steps would be too thin to read, so the chart draws the price as a line instead and colours each period by the mechanism that moved it most. Hover a period for the full step-by-step breakdown.
Not here, because they do not move the spot price: the per-block TAO injection into the pool, and burns.
All figures are log changes, not simple percentage changes, so the parts add up exactly to the total; on big moves the two differ (a 10% log fall is a 9.5% price fall).
2026-11-06 UTC, as of ≈03:49 UTC (block 9,444,441)
The day isn’t over yet, so these figures keep changing. They are in no daily total, average or rank.
Cloud GPU access today routes through centralized providers, creating vendor lock-in, opaque pricing, and inefficient resource utilization when hardware sits idle. Providers with spare capacity have no direct channel to renters, and renters face limited choice and unpredictable availability. A decentralized GPU rental network lets independent providers list hardware at their own prices while renters access a global pool on-demand, with no intermediary markup.
Lium implements this by running a validator network that continuously checks each provider's node for hardware specs, GPU functionality, network performance and container isolation, then publishes only verified nodes to renters. Providers earn in two streams: a share of rental fees plus network emission based on their node's availability and pricing competitiveness. Idle GPUs that meet hardware requirements earn pay from an unrented resource pool, creating an incentive to list spare capacity even when not actively rented.
On Bittensor Subnet 51, providers register a hotkey and list nodes through a coordinator (self-hosted or the central provider server). The validator checks each node every 15 minutes over SSH, verifies Sysbox-isolated container runtime, and scores it for emission. Renters access verified nodes via lium.io, the CLI, Python SDK or API—picking by GPU model, location, and price—and SSH directly into their pod for the rental duration.
Auto-generated from the GitHub repository and may not reflect the latest changes.
Lium is a decentralized GPU rental marketplace on Bittensor Subnet 51 where providers list NVIDIA GPUs for rent by the hour. Renters access GPUs through lium.io, CLI, Python SDK or API. Providers earn rental fees and Bittensor emission for listed nodes, including idle pay for eligible GPUs.
Every node is validated every 15 minutes for hardware, GPU, network, ports and Sysbox-isolated container runtime.
Renters access the GPU marketplace via lium.io platform, CLI, SDK or API. The platform communicates with validator over WebSocket using lium_protocol. Validator communicates with provider coordinator (miner) via REST (datura protocol).
Miner holds provider hotkey and lists nodes to validator. Validator checks each node agent over SSH (hardware, GPU, network, ports) and manages rental pods. Node agent (neurons/executor) runs on each GPU host, accepts validator SSH connections, and runs renter pods under Sysbox isolation.
Validator sets weights on-chain to Bittensor Subnet 51, which pays emission to provider hotkeys. For confidential-VM nodes, dstacktee runs the node agent in Intel TDX confidential VM with attestation.
Rental fees: renters pay per GPU-hour at provider-set prices; platform pays provider's share to coldkey daily. Subnet emission: validator scores every node each cycle and sets weights on-chain; Bittensor pays alpha to provider hotkeys each tempo. Emission split: rented pool (nodes currently rented, scored by GPU model/count), unrented pool (idle nodes of eligible GPU models paid by rented GPU rate, conditions include passing validation, price at/below market soft limit, disk ≥1.5× VRAM, GPU power limit capable, priced tier count, and for 8×H200/B200/B300 nodes: GPU splitting/profiling/attested CVM), burn pool (remainder).
Idle pay for free GPUs on partly-rented split nodes calculated as one minimum-size split per free open port (minimum 3 free ports needed, all ports). Nodes failing validation or running default jobs earn zero. Pool rates and burn ceiling read from platform's shared config at cycle start.
The sections above were auto-generated from the GitHub repository and may not reflect the latest changes. View repository (github.com, opens in a new tab, external site)
Agent-first GPU cloud. Rent NVIDIA GPUs via web, CLI, SDK, or API. Providers earn 95% rental revenue + bonuses.
Docs: https://docs.lium.io (docs.lium.io, opens in a new tab, external site) | Providers: https://provider.lium.io (provider.lium.io, opens in a new tab, external site) | X: https://x.com/lium_io (x.com, opens in a new tab, external site) | CLI/SDK: https://github.com/Datura-ai/lium (github.com, opens in a new tab, external site)
This information was auto-extracted from the GitHub repository and may be incomplete or out of date. Always refer to the subnet's GitHub repository (github.com, opens in a new tab, external site) for the latest instructions.
Not yet verified: Notes
Not yet verified: CPU cores, Notes
Machine-extracted from the subnet's repository docs; may be wrong or out of date. Check the repository before buying or renting hardware. Open the repository (github.com, opens in a new tab, external site) · Extracted 2 Nov 2026
Register a hotkey on Subnet 51 from your own machine (not the GPU host). Check dynamic fee at taomarketcap.com.
btcli subnet register --netuid 51 --wallet.name <wallet> --wallet.hotkey <hotkey>
Set up Provider Portal and connect Discord account (required for incentive earning)
Sign in at provider.lium.io/signature-login with hotkey, select Central Provider Server in Profile Settings, connect Discord
Install Sysbox and NVIDIA Container Toolkit on GPU host. Validators reject nodes without sysbox-runc runtime.
curl -fsSL https://raw.githubusercontent.com/Datura-ai/lium-io/main/neurons/executor/nvidia_docker_sysbox_setup.sh | sudo bash
Verify Sysbox and GPU runtime installation
docker run --rm --runtime=sysbox-runc --gpus all daturaai/compute-subnet-executor:latest nvidia-smi
Start the node with your provider hotkey SS58 address. Add --auto to accept defaults. Script installs lium CLI, clones repo, writes .env, starts node and runs validator check.
curl -fsSL https://lium.io/mine.sh | bash -s -- -k <your_provider_hotkey_ss58>
Add the node to the Provider Portal and set rental price
In provider.lium.io portal: Add Node, paste GPU type/count/IP/port from lium mine output, set price per GPU-hour
Confirm node passes validation and is listed for renters
Verify node status in portal (VALIDATION PENDING → AVAILABLE) and check public feed at lium.io/api/public/v1/nodes
Clone the community auditor repository
git clone https://github.com/Datura-ai/sn51-auditor.git && cd sn51-auditor
Install required Python dependencies
pip install bittensor requests
Run the auditor with registered hotkey. Auditor reads validated results from lium.io public endpoint, audits them, and sets weights. Requires validator permit.
python3 auditor.py <wallet_name> <hotkey_name>
| Day (UTC) | Share |
|---|---|
| 2026-11-05 | 16.38% |
| 2026-11-04 | 16.03% |
| 2026-11-03 | 16.10% |
| 2026-11-02 | 17.02% |
| 2026-11-01 | 17.48% |
| 2026-10-31 | 17.52% |
| 2026-10-30 | 16.42% |
| 2026-10-29 | 16.57% |
| 2026-10-28 | 16.18% |
| 2026-10-27 | 15.89% |
| 2026-10-26 | 15.66% |
| 2026-10-25 | 15.63% |
| 2026-10-24 | 15.29% |
| 2026-10-23 | 14.71% |
| 2026-10-22 | 14.33% |
| 2026-10-21 | 14.01% |
| 2026-10-20 | 14.08% |
| 2026-10-19 | 13.58% |
| 2026-10-18 | 13.40% |
| 2026-10-17 | 13.65% |
| 2026-10-16 | 13.85% |
| 2026-10-15 | 13.99% |
| 2026-10-14 | 13.86% |
| 2026-10-13 | 13.79% |
| 2026-10-12 | 13.62% |
| 2026-10-11 | 13.41% |
| 2026-10-10 | 13.28% |
| 2026-10-09 | 13.20% |
| 2026-10-08 | 13.04% |
| 2026-10-07 | 12.97% |
| 2026-10-06 | 12.50% |
| 2026-10-05 | 12.48% |
| 2026-10-04 | 12.55% |
| 2026-10-03 | 12.79% |
| 2026-10-02 | 12.96% |
| 2026-10-01 | 12.81% |
| 2026-09-30 | 13.27% |
| 2026-09-29 | 12.66% |
| 2026-09-28 | 12.27% |
| 2026-09-27 | 12.21% |
| 2026-09-26 | 12.55% |
| 2026-09-25 | 12.55% |
| 2026-09-24 | 12.53% |
| 2026-09-23 | 12.23% |
| 2026-09-22 | 11.79% |
| 2026-09-21 | 11.72% |
| 2026-09-20 | 11.88% |
| 2026-09-19 | 11.86% |
| 2026-09-18 | 11.79% |
| 2026-09-17 | 11.92% |
| 2026-09-16 | 11.92% |
| 2026-09-15 | 12.42% |
| 2026-09-14 | 13.10% |
| 2026-09-13 | 13.25% |
| 2026-09-12 | 13.56% |
| 2026-09-11 | 13.21% |
| 2026-09-10 | 12.30% |
| 2026-09-09 | 12.27% |
| 2026-09-08 | 13.74% |
| 2026-09-07 | 14.29% |
| 2026-09-06 | 14.11% |
| 2026-09-05 | 14.04% |
| 2026-09-04 | 14.20% |
| 2026-09-03 | 14.30% |
| 2026-09-02 | 13.42% |
| 2026-09-01 | 11.12% |
| 2026-08-31 | 11.21% |
| 2026-08-30 | 11.35% |
| 2026-08-29 | 11.75% |
| 2026-08-28 | 12.25% |
| 2026-08-27 | 11.25% |
| 2026-08-26 | 10.99% |
| 2026-08-25 | 10.82% |
| 2026-08-24 | 10.93% |
| 2026-08-23 | 10.93% |
| 2026-08-22 | 10.92% |
| 2026-08-21 | 10.65% |
| 2026-08-20 | 10.40% |
| 2026-08-19 | 10.20% |
| 2026-08-18 | 10.26% |
| 2026-08-17 | 10.66% |
| 2026-08-16 | 10.82% |
| 2026-08-15 | 10.35% |
| 2026-08-14 | 10.39% |
| 2026-08-13 | 10.43% |
| 2026-08-12 | 10.58% |
| 2026-08-11 | 10.68% |
| 2026-08-10 | 10.73% |
| 2026-08-09 | 10.68% |
| 2026-08-08 | 10.70% |