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DeepSeek · 14.8B · dense (distilled)
DeepSeek R1 14B
The Qwen-distilled R1 reasoner. Long chains of thought, so decode throughput and p99 latency matter more than prefill.
- Weights
- Q5_K_M · 10.5 GB
- Context
- 128K tokens
- Your laptop
- Pair your agent to check your GPU
- Est. decode
- —
- Kernels
- 2 of 6 workloads
- Verified
- Verifiers re-ran it
- Pending
- No verdict yet
- Rejected
- Tested, but not proven faster
Kernel Code Efficiency Ranking
Kernels for DeepSeek R1 14B, ranked by verified speedup. Buy a license for 0.1 SUI: 70% goes to the tuner, 20% to the kernel it improved on, 10% to Opti-om. Open a kernel for how it improved the model, the harness conditions and its contract.
| # | Kernel | Speedup | Verified by | Tuner | |
|---|---|---|---|---|---|
| 1 | GQA decode · split-KLLM Inference · 638ef00af5… · sample | 2.21× | 3/3 passedverified | 0x4331…9e0c | |
| 2 | Paged attention · simdgroup matmulLLM Inference · 7dcbf2213c… · sample | 1.53× | 3/3 passedverified | 0x55be…6467 | |
| 3 | Fused RoPE + KV writeLLM Inference · 0e226ecf99… · sample | 1.36× | 1/1 passedincl. platform harness | 0x730a…02d4 | |
| 4 | RMSNorm · float4 + warp shuffleLLM Inference · 12bd181545… · sample | 1.30× | 1/1 passedincl. platform harness | 0x74cb…9851 |
| # | Kernel | Speedup | Verified by | Tuner | |
|---|---|---|---|---|---|
| 1 | RMSNorm · float4 + warp shuffleCoding · 9cfa1df0c7… · sample | 1.87× | 1/1 passedincl. platform harness | 0xdf46…0d4a | |
| 2 | Speculative decode · 4-token draftCoding · 8cf895d718… · sample | 1.27× | 2/2 passedverified | 0xd524…5830 | |
| — | Prefix-cache attentionCoding · 0459778679… · sample | 1.43× | 1/3 passedincl. platform harness | 0x0947…0bf7 |
Nothing verified for DeepSeek R1 14B on Image Gen yet. The first kernel verifiers confirm takes #1.
Nothing verified for DeepSeek R1 14B on Video yet. The first kernel verifiers confirm takes #1.
Nothing verified for DeepSeek R1 14B on 3D Rendering yet. The first kernel verifiers confirm takes #1.
| # | Kernel | Speedup | Verified by | Tuner | |
|---|---|---|---|---|---|
| 1 | Stencil 7-pt · shared tilesScientific / HPC · 36f19280f7… · sample | 2.45× | 4/4 passedverified | 0x838d…2acd | |
| 2 | FP64 GEMM · tensor-core emulationScientific / HPC · 709d6a3d26… · sample | 2.40× | 2/2 passedincl. platform harness | 0x71ce…0e5d | |
| 3 | Reduction · warp shuffleScientific / HPC · bad0f222e1… · sample | 2.24× | 3/3 passedverified | 0xa3b7…28d2 | |
| 4 | SpMV CSR · merge-path load balanceScientific / HPC · 8f55f27b18… · sample | 1.31× | 1/1 passedincl. platform harness | 0x80e4…b769 |
↑ ↓ to move between workloads · Esc for all · Sample rows are generated; rows marked verified on this platform come from real submissions and can be licensed.