community pool / model answer
DeepCoder-14B-Preview
code · agentica-org/DeepCoder-14B-Preview
35 tok/s · model median · 3 runs in the model record.
| Reference rig | Quantization | Median result | Basis | TTFT (ms) | Peak VRAM | Max context | Engines |
|---|---|---|---|---|---|---|---|
| RTX 3060 12GB | 4-bit | 35 tok/s | reported | - | 9 GB | 2,048 | ollama |
| RTX 3080 12GB | 4-bit | 59 tok/s | reported | - | 9 GB | 2,048 | llama.cpp |
| RTX3060+RTX2080-pooled-20GB 20GB | 4-bit | 35 tok/s | reported | - | 9 GB | 2,048 | ollama |
Context tested
The table above is the tested context for each exact rig and quantization cell. Empty fields remain empty rather than being filled with an estimate.