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

Intel Arc Pro B702 × 32 GBQwen3.8-27BAutoRound INT4 W4A16vllmreference2Kcontext101.9 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B702 × 32 GBQwen3.8-27BFP8vllmreference256Kcontext68.7 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B702 × 32 GBQwen3.8-27BFP8vllmreferenceUnknown contextcontext58.5 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B701 × 32 GBQwen3.8-27BGPTQ-Int4+draft-INT4-RTNvllmreference128Kcontext112.7 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B701 × 32 GBQwen3.8-27BGPTQ-Int4vllmreferenceUnknown contextcontext224.2 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B701 × 32 GBQwen3.8-27BGPTQ-Int4vllmreference128Kcontext83.7 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B701 × 32 GBQwen3.8-27BGPTQ-Int4vllmreference8Kcontext60.2 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B702 × 32 GBQwen3.8-27BGPTQ-Int4vllmreference8Kcontext105.6 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B702 × 32 GBQwen3.8-27BGPTQ-Int4vllmreference256Kcontext89.8 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B701 × 32 GBQwen3.8-27BGPTQvllmreferenceUnknown contextcontext60.9 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B702 × 32 GBQwen3.8-27BINT4_W4A16vllmreference256Kcontext67.7 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B701 × 32 GBQwen3.8-27Bsym_int4vllmreferenceUnknown contextcontext44.4 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B701 × 32 GBQwen3.8-27B-Uncensored-int4-AutoRoundGPTQ-Int4vllmreference8Kcontext97.8 tok/smeasuredcandidate vllm evidence measured

Intel Arc Pro B702 × 32 GBQwen3.8-27B-Uncensored-int4-AutoRoundGPTQ-Int4vllmreference256Kcontext136.4 tok/smeasuredcandidate vllm evidence measured

NVIDIA B2008 × 180 GBGLM-5.2NVFP4vllmdocker1024Kcontext—no evidencecandidate vllm docker unmeasured

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-FlashFP8vllmdockerUnknown 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-compose1024Kcontext66.6 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_MlmstudioreferenceUnknown contextcontext25.8 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