~/talk

Democratizing Inference of Open-weight Models on RISC-V Manycore Acc...

Talkat RISC-V Summit North America 2025 · 2025-10-22..10-23· [machine-learning]
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Ainekko presents an open RISC‑V manycore inference platform: a low‑power 20–50 W chip family that scales 64–5000 cores, with a taped‑out card of 1,088 minions (each core an RV64IMFC in‑order design, two harts per minion, hierarchical L1/L2 grouping). The RTL, firmware, simulator and software stack are public, target ggml/tinygrad style inference and support a shared‑memory SoC workflow; boards and cloud-accessible systems are available for testing.

AI-written summary · about

  1. 0:00Introduction to open source AI
  2. 3:12Open platform for AI inference
  3. 8:50Espiranto hardware open sourcing
  4. 11:57Evolving open RTL infrastructure
  5. 13:21Community access and demos
  6. 16:29Q&A and closing remarks
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