COLLECTION / RECIPES

Recipes

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

2,250 records

AMD Instinct MI300X1 × 192 GBLFM2.5-2.6BBF16sglangdocker128Kcontext122.2 tok/smeasuredvalidated sglang docker measured

AMD Instinct MI300X1 × 192 GBOrnith-1.5-35B-A3BBF16sglangdocker128Kcontext96.8 tok/smeasuredvalidated sglang docker measured

AMD Instinct MI300X1 × 192 GBQwen3.8-27BFP8sglangdocker128Kcontext25.3 tok/smeasuredvalidated sglang docker measured

AMD Radeon RX 7700 XT1 × 12 GBAgents-A1-4BQ4_K_Mvllmreference2Kcontext79 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBbonsai-27bQ1_0vllmreference2Kcontext44 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBgemma-4-12B-it-qat-q4_0-unquantizedQ4_0vllmreferenceUnknown contextcontext40.4 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBgemma-4-E4BQ4_K_MvllmreferenceUnknown contextcontext71.2 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBGLM-4.7-FlashQ4_K_MvllmreferenceUnknown contextcontext21.5 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBGrug-12BQ4_K_Mvllmreference2Kcontext15.5 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBlaguna-xs-2.1Q4_K_Svllmreference2Kcontext13.7 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBLFM2.5-8B-A1BIQ4_XSvllmreferenceUnknown contextcontext156.7 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBLFM2.5-8B-A1BIQ4_XSvllmreference2Kcontext153.9 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBOrnith-1.0-9BQ5_K_Mvllmreference2Kcontext30.6 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBQwythos-9B-Claude-Mythos-5-1MQ4_K_Mvllmreference2Kcontext53.6 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7700 XT1 × 12 GBQwythos-9B-v2Q4_K_Mvllmreference2Kcontext50.2 tok/smeasuredcandidate vllm evidence measured

AMD Radeon RX 7900 XT2 × 20 GBNVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16NVFP4llama.cppreference2Kcontext116 tok/smeasuredcandidate llama.cpp evidence measured

AMD Radeon RX 7900 XT1 × 20 GBQwen3.6-27BIQ4_XSvllmreferenceUnknown contextcontext60.6 tok/smeasuredcandidate vllm evidence measured

Apple M1 Max 64GB1 × 64 GBgemma-4-12BBF16llama.cppreference794context14 tok/smeasuredcandidate llama.cpp evidence measured

Apple M1 Max 64GB1 × 64 GBgemma-4-26B-A4BQ8_0llama.cppreference794context51.3 tok/smeasuredcandidate llama.cpp evidence measured

Apple M1 Max 64GB1 × 64 GBgemma-4-26B-A4BQ8_0ollamareference2Kcontext46.6 tok/smeasuredcandidate ollama evidence measured

Apple M1 Max 64GB1 × 64 GBgemma-4-26B-A4B-itNVFP4ollamareference2Kcontext52.7 tok/smeasuredcandidate ollama evidence measured

Apple M1 Max 64GB1 × 64 GBgemma-4-26B-A4B-it-qat-q4_0-unquantizedUD-Q4_K_XLollamareference2Kcontext76.4 tok/smeasuredcandidate ollama evidence measured

Apple M1 Max 64GB1 × 64 GBgemma-4-31BQ8_0ollamareference2Kcontext8.4 tok/smeasuredcandidate ollama evidence measured

Apple M1 Max 64GB1 × 64 GBgpt-oss-20bMXFP4llama.cppreference2Kcontext74.6 tok/smeasuredcandidate llama.cpp evidence measured