COLLECTION / RECIPES

Recipes

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

2,330 records

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-itNVFP4vllmreferenceUnknown contextcontext12.6 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 GB104 × 128 GBGLM-5.3-FlashNVFP4vllmdocker512Kcontext112.1 tok/smeasuredcandidate vllm docker measured

NVIDIA DGX Spark GB101 × 128 GBgpt-oss-20bMXFP4vllmreference32Kcontext39.7 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB101 × 128 GBgpt-oss-120bMXFP4vllmreferenceUnknown contextcontext34.4 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB101 × 128 GBHuihui-Qwen3.6-27B-abliteratedNVFP4vllmreference256Kcontext25.7 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.cppreferenceUnknown contextcontext72 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

NVIDIA DGX Spark GB101 × 128 GBlaguna-s-2.1NVFP4vllmreference256Kcontext53.7 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB102 × 128 GBlaguna-s-2.1NVFP4vllmdockerUnknown contextcontext—no evidencecandidate vllm docker unmeasured

NVIDIA DGX Spark GB101 × 128 GBMiMo-V2.5Q4_K_M-GGUFllama.cppreference244.1Kcontext16.1 tok/smeasuredcandidate llama.cpp evidence measured

NVIDIA DGX Spark GB101 × 128 GBMiMo-V2.5NVFP4vllmreferenceUnknown contextcontext28.4 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB101 × 128 GBMiniMax-M2.7UD-IQ4_XSllama.cppreference32Kcontext31 tok/smeasuredcandidate llama.cpp evidence measured

NVIDIA DGX Spark GB101 × 128 GBMiniMax-M2.7UD-IQ4_XSllama.cppreference105.5Kcontext30.9 tok/smeasuredcandidate llama.cpp evidence measured

NVIDIA DGX Spark GB101 × 128 GBMiniMax-M2.7AWQ-4bitvllmreference185.5Kcontext27.8 tok/smeasuredcandidate vllm evidence measured

NVIDIA DGX Spark GB101 × 128 GBNemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16NVFP4vllmreferenceUnknown contextcontext609.4 tok/smeasuredcandidate vllm evidence measured