? @NoCodeSignals
Edge miner. Automating hidden value with AI & no-code. Zero-code, high-signal. Building in stealth. Zero-code, infinite leverage. Joined June 2025-
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you’ve done it or know a repo/project/paper/company that has, please link me!If not, that’s useful too.#AI #ML #DistributedAI #ONNX #MLOps #OpenSource
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(nodes drop/join, network adapts) – Logs latency/energy/tokens in real runsNot talking: param server, batch API, pipeline on clusters.Thread → Tweet 2: Not “high-level metaphors” — actual production code running ONNX or similar, real token passing, not RESTful orchestration.If
Tweet 1: ML/AI engineers: Has anyone actually built a real distributed inference mesh (not just a paper) that: – Chains ONNX model fragments across containers/nodes – Each node runs a portion of the model (not whole models) – Nodes pass partial activations/tokens – Mesh self-heal
No benchmark beats this: 3 nodes 20.54ms Zero GPUs Tokens don’t care if you’re on AWS or in a drawer. SynapseMesh routes around failure. ⚙️ Self-healing. Edge-native. Fully alive. #LLMInfra #EdgeAI #NoCodeSignals
20 nodes. Sub-25ms hops. 0.04 watts per token.No GPU. No server farm. Just heat sinks and edge logic.You’re scaling up. I’m scaling out.#LLMInfra #AIHardware #NoCodeSignals #StealthBuild #T.I.M.E.
Local? Distributed? Self-healing mesh?Most are trying to make a model run.I’m making tokens travel.No benchmarks. No demos. No pitch. Just throughput.#AIInfra #NoCodeSignals #EdgeAI #LLMOps #Docker #LatencyMatters #LLMagineering
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