Senter Ohm (32A8B) — the flagship¶
Status: ⏳ planned · HF target:
sovthpaw/senter-ohm-32a8b
Identity¶
| Full name | Senter Ohm 32A8B |
| Type | Sparse-upcycled MoE with the Ohm self-evolution engine |
| Total params | ~32B |
| Active per token | ~8B (top-1 routing) |
| Context window | 256K (YaRN-extended) |
| Modalities | text + vision + audio + video + music (in + out) |
| Self-evolution | continuous, background, strict-acceptance |
What it is¶
The flagship of the OmniSenter project. A ~32B-total / 8B-active MoE
with:
- 5-6 routed experts (agentic, image/video, music, long-context,
Synthesia, generalist)
- The Ohm self-evolution engine bundled in (the
.ohm file format)
- The 256K context window (for the notebook)
- All modalities in and out
How it's built¶
The full 5-stage pipeline (see
../../blog/the-5-stage-pipeline.md):
| Stage | What | Output |
|---|---|---|
| 1 | Agentic SFT (QLoRA, 34K convs) | senter-ohm-8b-sft |
| 2 | Evolutionary merge (CMA-ES) | senter-ohm-8b-merged |
| 3 | Sparse upcycle to MoE | senter-ohm-moe-32a8b |
| 4 | 256K YaRN context | senter-ohm-moe-32a8b-256k |
| 5 | Plugin + notebook + Ohm wiring | deployable .ohm bundle |
Stage 1 is running right now (PID 3975936, step 596/4268).