Convai Innovations · 0.42B · Dense
Non-autoregressive ModernBERT decision model — calibrated typed answers in ~33 ms, small enough for CPU Check if your GPU or Mac can run Laya locally — 1 GB min, 2 GB recommended.
2026-098K context
| Quant | Bits | VRAM | Quality | Status |
|---|---|---|---|---|
| Q2_K | 2 | 0.6 GB | low | — |
| Q3_K_M | 3 | 0.7 GB | moderate | — |
| Q4_K_M | 4 | 0.7 GB | good | — |
| Q5_K_M | 5 | 0.8 GB | good | — |
| Q6_K | 6 | 0.8 GB | excellent | — |
| Q8_0 | 8 | 0.9 GB | excellent | — |
| F16 | 16 | 1.4 GB | lossless | — |
Can I run Laya locally?
- Can I run Laya locally?
- Laya needs about 1 GB of memory at a minimum and 2 GB recommended. Open this page to grade it against your GPU or Mac, then run it with runai, Ollama or LM Studio.
- How much VRAM does Laya need?
- At Q4_K_M, Laya uses about 0.7 GB of VRAM. Higher quants need more memory; lower quants fit tighter cards with a quality tradeoff.