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Ralph
ן (Nun)SN40The same model, small enough to run on your phone. Compress the frontier models into GGUFs.
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The same model, small enough to run on your phone. Compress the frontier models into GGUFs.
Indicators are computed from daily candles and refresh once per day — directional context, not trading advice.
Recent emission events for this subnet
| Block | UID | Type | TAO | Alpha |
|---|---|---|---|---|
| Time↓ | Type | Event | τ Amount | ן Amount | USD Value | Account |
|---|---|---|---|---|---|---|
| Sell | 9116864-276 | 0.0333 τ | 11.0545ן | — | ||
| Sell | 9116283-312 | 0.0137 τ | 4.533ן | — | ||
| Sell | 9115268-265 | 0.0224 τ | 7.4387ן | — | ||
| Sell | 9115250-168 | 0.0461 τ | 15.2755ן | — | ||
| Buy | 9115097-231 | 0.0415 τ | 13.7611ן | — | ||
| Sell | 9113110-153 | 0.0007 τ | 0.2185ן | — | ||
| Sell | 9113046-190 | 0.0806 τ | 26.7205ן | — | ||
| Sell | 9112976-167 | 0.1781 τ | 59.0176ן | — | ||
| Sell | 9111055-176 | 1.000e-9 τ | 3.311e-7ן | — | ||
| Sell | 9111055-173 | 0.0907 τ | 30.0192ן | — | ||
| Sell | 9109101-216 | 0.0434 τ | 14.3531ן | — | ||
| Sell | 9108799-244 | 0.0250 τ | 8.2829ן | — | ||
| Buy | 9107437-146 | 0.1100 τ | 36.3921ן | — | ||
| Sell | 9107142-189 | 0.0468 τ | 15.4922ן | — | ||
| Sell | 9106726-157 | 0.1888 τ | 62.4577ן | — |
This information was auto-extracted from the GitHub repository and may be incomplete or out of date.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 for the latest instructions.
Compression method is miner-chosen; GPU needed only for the compression development process, not for submission. Compressed artifact can be served from any accessible URI.
Scoring validators run three judge models (SmolLM2-1.7B, Phi-3-mini-4k, OLMo-2-1124-7B) in parallel. CPU validators can run audits at L0/L1 levels without GPU.
Clone the Ralph repository
git clone https://github.com/RalphLabsAI/ralph && cd ralph
Install core dependencies and chain SDK for on-chain operations
pip install -r requirements.txt -r requirements-chain.txt
Verify your compressed model meets the bit-budget requirement before committing
python -m eval.bitrate path/to/your/model.gguf
Dry-run the commit to see what will be written on-chain(optional)
python -m miner.submit commit --ckpt ./my-compressed-qwen3 --tier ternary --uri hf://<you>/<repo>@<commit-sha> --wallet <wallet> --hotkey <hotkey> --netuid 40 --dry-run
Seal the hash of your exact bytes on-chain before the round nonce exists
python -m miner.submit commit --ckpt ./my-compressed-qwen3 --tier ternary --uri hf://<you>/<repo>@<commit-sha> --wallet <wallet> --hotkey <hotkey> --netuid 40
Publish the artifact URI and salt after the round opens
python -m miner.submit reveal --ckpt ./my-compressed-qwen3 --wallet <wallet> --hotkey <hotkey> --netuid 40
Clone the Ralph repository
git clone https://github.com/RalphLabsAI/ralph && cd ralph
Install core dependencies and chain SDK
pip install -r requirements.txt -r requirements-chain.txt
Install GPU-specific dependencies for model scoring (L2/L3 audits)(optional)
pip install -r requirements-gpu.txt
Install system package for code execution sandbox
sudo apt-get install bubblewrap
Run a single audit pass at L0 (arithmetic verification, CPU-only)(optional)
python -m eval.auditor --once --require L0 --signer <validator-record-key>
Continuously audit new rounds at L0 and L1 (exam selection verification)(optional)
python -m eval.auditor --follow --require L0,L1 --signer <key> --interval 600
Audit with judge model inference (L2), requires GPU(optional)
python -m eval.auditor --follow --require L0,L1,L2 --signer <key> --observer <judge-hf-id>
Run as weight-setting validator: verify and set emission weights on-chain(optional)
python -m eval.auditor --follow --signer <key> --anchor-hotkey <scoring-validator-ss58> --wallet <yours> --hotkey <yours> --interval 1200 --set-weights
| Fund | Alpha held | Realizable | Share of fund | Weight in vector |
|---|---|---|---|---|
| tao.bot5E2LP6…eZ5u | 7.7Kן | 22.94τspot 23.28τ | 0.38% | — |
| Taostats5GKH9F…TrP1 | 4.7Kן | 13.92τspot 14.04τ | 0.40% | — |
| Yuma, a DCG Company5DXdHi…L1S1 | 3.6Kן | 10.74τspot 10.81τ | 0.49% | — |
| Crucible Labs5CAQAg…7FmJ | 3.4Kן | 10.24τspot 10.31τ | 0.76% | — |
| 5Dd8ga…GrWv | 3.4Kן | 10.12τspot 10.19τ | 0.71% | — |
| Openτensor Foundaτion5G3wMP…5KP3 | 2.6Kן | 7.65τspot 7.69τ | 0.71% | — |
| Kraken5Ckaof…uUes | 2.5Kן | 7.55τspot 7.59τ | 0.78% | — |
| tao55CsvRJ…2zVp | 2.4Kן | 7.25τspot 7.28τ | 0.67% | — |
| TAO.com5HK5tp…EpeN | 2.2Kן | 6.62τspot 6.65τ | 0.45% | — |
| General Tensor5Ggasr…xGTV | 1.3Kן | 3.87τspot 3.88τ | 0.42% | — |