{"data":{"capabilities":{"chat":null,"reasoning":null,"tools":null,"vision":null},"description":"Observed LocalMaxxing leaderboard run. Evidence for compatibility, not an executable launch contract.","engine":{"graph_mode":null,"name":"llama.cpp","version":"StepFun step3.7 branch 8112410"},"facts":{"capabilities.chat":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.reasoning":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.tools":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.vision":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"engine.graph_mode":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"runtime-detail-not-published","state":"unknown"},"serving.kv_cache_tokens":{"provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"kv-cache-capacity-not-published","state":"unknown"},"serving.max_concurrency":{"provenance":{"captured_at":"2026-08-31T23:03:15Z","sources":[{"captured_at":"2026-08-31T23:03:15Z","kind":"registry-derived","url":"https://www.localmaxxing.com/en/runs/cmpxu5n4x00fdr101qc0gdlrc"}]},"reason":"server-capacity-derived-from-source-evidence","state":"known"}},"hardware_count":8,"hardware_id":"rtx-3090-24gb","id":"step-3-7-flash-q4-k-s-rtx-3090-24gb-llama-cpp-tp8","launch":{"container":{"captured_at":"2026-08-30T09:10:02Z","compose_file":null,"digest":null,"image":null,"reason":"reference-only-launch","runtime":null,"source":[{"captured_at":"2026-08-30T09:10:02Z","kind":"recipe-launch","url":"https://www.localmaxxing.com/en/runs/cmpxu5n4x00fdr101qc0gdlrc"}],"state":"none"},"kind":"reference","run_id":"cmpxu5n4x00fdr101qc0gdlrc","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmpxu5n4x00fdr101qc0gdlrc"},"metadata":{"localmaxxing":{"backend":"cuda","batch_size":1,"hardware_label":"RTX 3090","notes":"Step 3.7 Flash GGUF Q4_K_S on 8x RTX 3090 via StepFun llama.cpp, full 262144 context, q8_0 K/V cache, flash-attn, single streaming request, 5 measured 1000-token runs after 1 warmup. PCIe 3.0 host, no NVLink.","observed_command":"llama-server -m Step-3.7-flash-Q4_K_S-00001-of-00003.gguf --mmproj mmproj-step3.7-flash-f16.gguf -c 262144 -b 2048 -ub 1024 -ngl -1 -ts 1,1,1,1,1,1,1,1 -np 1 -ctk q8_0 -ctv q8_0 -fa on --jinja --reasoning on --reasoning-budget -1 --reasoning-format deepseek","run_id":"cmpxu5n4x00fdr101qc0gdlrc","tokenized":{"arguments":["llama-server","-m","Step-3.7-flash-Q4_K_S-00001-of-00003.gguf","--mmproj","mmproj-step3.7-flash-f16.gguf","-c","262144","-b","2048","-ub","1024","-ngl","-1","-ts","1,1,1,1,1,1,1,1","-np","1","-ctk","q8_0","-ctv","q8_0","-fa","on","--jinja","--reasoning","on","--reasoning-budget","-1","--reasoning-format","deepseek"],"fidelity":"faithful"}}},"model_instance_id":"stepfun-ai-step-3-7-flash-gguf--q4-k-s","provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"normalized-recipe","url":"https://www.localmaxxing.com/en/runs/cmpxu5n4x00fdr101qc0gdlrc"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":262144,"tensor_parallel":8},"speed_sweep_ids":["step-3-7-flash-q4-k-s-rtx-3090-24gb-llama-cpp-tp8-sweep"],"status":"candidate","huggingface":{"link_type":"repository","provenance":{"captured_at":"2026-08-30T09:10:02Z","sources":[{"captured_at":"2026-08-30T09:10:02Z","kind":"huggingface-api","url":"https://huggingface.co/api/models/stepfun-ai/Step-3.7-Flash-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"stepfun-ai/Step-3.7-Flash-GGUF","status":"known","url":"https://huggingface.co/stepfun-ai/Step-3.7-Flash-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["step-3-7-flash-q4-k-s-rtx-3090-24gb-llama-cpp-tp8-sweep"],"detail_urls":["/api/v1/speed-sweep/step-3-7-flash-q4-k-s-rtx-3090-24gb-llama-cpp-tp8-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/rtx-3090-24gb","href":"/hardware/rtx-3090-24gb","id":"rtx-3090-24gb","name":"GeForce RTX 3090"},"model":{"api":"/api/v1/models/step-3-7-flash","href":"/models/step-3-7-flash","id":"step-3-7-flash","name":"Step-3.7-Flash"},"model_instance":{"api":"/api/v1/model-instances/stepfun-ai-step-3-7-flash-gguf--q4-k-s","href":"/model-instances/stepfun-ai-step-3-7-flash-gguf--q4-k-s","id":"stepfun-ai-step-3-7-flash-gguf--q4-k-s","name":"stepfun-ai/Step-3.7-Flash-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/step-3-7-flash-q4-k-s-rtx-3090-24gb-llama-cpp-tp8-sweep","href":"/speed-sweep/step-3-7-flash-q4-k-s-rtx-3090-24gb-llama-cpp-tp8-sweep","id":"step-3-7-flash-q4-k-s-rtx-3090-24gb-llama-cpp-tp8-sweep"}]}},"meta":{"source":"registry"}}