COLLECTION / RECIPES

Recipes

One artifact × hardware × engine unit. Validated rows are launch-safe; measured speed sweeps attach to each recipe as evidence.

81 records

NVIDIA DGX Spark GB101 × 128 GBDeepSeek-V4-FlashFP8vllmreference195.3Kcontext45.7 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB101 × 128 GBDeepSeek-V4-FlashFP8vllmreference195.3Kcontext23.3 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB102 × 128 GBDeepSeek-V4-FlashunknownvllmdockerUnknown contextcontext—no evidencecandidate vllm docker unmeasured

NVIDIA DGX Spark GB101 × 128 GBDeepSeek-V4-Flash-07313.0 bpw REAP-K216sparkinferscript361.4Kcontext47 tok/smeasuredcandidate sparkinfer no docker measured

NVIDIA DGX Spark GB102 × 128 GBDeepSeek-V4-Flash-0731NVFP4vllmscript878.9Kcontext874.8 tok/smeasuredcandidate vllm no docker measured

NVIDIA DGX Spark GB102 × 128 GBDeepSeek-V4-Flash-DSparkNVFP4vllmdocker-composeUnknown contextcontext66.6 tok/smeasuredcandidate vllm docker measured

NVIDIA DGX Spark GB101 × 128 GBDeepSeek-V4-Flash-Spark-200KNVFP4/MXFP4 expertsvllmdocker-compose195.3Kcontext33.3 tok/smeasuredcandidate vllm docker measured

NVIDIA DGX Spark GB101 × 128 GBgemma-4-12BQ4_K_Mlmstudioreference65.3Kcontext25.8 tok/smeasuredcandidate lmstudio evidence measured

NVIDIA DGX Spark GB101 × 128 GBgemma-4-26B-A4B-itUD-Q4_K_XLllama.cppreference256Kcontext50.7 tok/smeasuredcandidate llama.cpp evidence measured

NVIDIA DGX Spark GB101 × 128 GBgemma-4-26B-A4B-itUD-Q8_K_XLllama.cppreference256Kcontext38.8 tok/smeasuredcandidate llama.cpp evidence measured

NVIDIA DGX Spark GB101 × 128 GBgemma-4-26B-A4B-itNVFP4vllmreference2Kcontext807.3 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB101 × 128 GBGLM-5.2Int4-Int8Mixvllmreference195.3Kcontext38.6 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB104 × 128 GBGLM-5.2W4A16 + Int8Mixvllmscript308.6Kcontext618 tok/smeasuredcandidate vllm no docker measured

NVIDIA DGX Spark GB103 × 128 GBGLM-5.2NVFP4 hot experts + AQLM 2-bit cold expertsvllmscript39.1Kcontext21 tok/smeasuredcandidate vllm no docker measured

NVIDIA DGX Spark GB102 × 128 GBGLM-5.3-FlashNVFP4sglangdocker128Kcontext17.5 tok/smeasuredvalidated sglang docker measured

NVIDIA DGX Spark GB104 × 128 GBGLM-5.3-FlashNVFP4sglangdocker1024Kcontext22.7 tok/smeasuredvalidated sglang docker measured

NVIDIA DGX Spark GB102 × 128 GBGLM-5.3-Flashexl3vllmdockerUnknown contextcontext—no evidencecandidate vllm docker unmeasured

NVIDIA DGX Spark GB101 × 128 GBgpt-oss-20bMXFP4vllmreference32Kcontext317.6 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB101 × 128 GBgpt-oss-120bMXFP4vllmreference32Kcontext34.4 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB101 × 128 GBHuihui-Qwen3.6-27B-abliteratedNVFP4vllmreference256Kcontext102.8 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB101 × 128 GBHy3NVFP4vllmreference4Kcontext19 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB102 × 128 GBInkling-SmallNVFP4vllmdocker-compose256Kcontext32.3 tok/smeasuredcandidate vllm docker measured

NVIDIA DGX Spark GB101 × 128 GBKAT-Coder-V2.5-DevQ4_K_Mllama.cppreference32Kcontext72 tok/smeasuredcandidate llama.cpp evidence measured

NVIDIA DGX Spark GB101 × 128 GBlaguna-s-2.1Q4_K_Mllama.cppreference9.1Kcontext19.3 tok/smeasuredcandidate llama.cpp evidence measured