{"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":"fdb1db877"},"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"}},"hardware_count":1,"hardware_id":"intel-arc-pro-b70-32gb","id":"glm-4-7-flash-gguf-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1","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/cmr6xkr2f00gomn01k4u2dua8"}],"state":"none"},"kind":"reference","run_id":"cmr6xkr2f00gomn01k4u2dua8","source":"localmaxxing","url":"https://www.localmaxxing.com/en/runs/cmr6xkr2f00gomn01k4u2dua8"},"metadata":{"localmaxxing":{"backend":"xpu","hardware_label":"Intel Arc Pro B70","notes":"Strict fresh-response rapid snapshot for GLM-4.7-Flash UD-Q4_K_XL on one Intel Arc Pro B70. Conservative standalone confirmation promoted; faster four-GPU-active screen rows were not used as the headline because standalone repeats landed around 40.7 tok/s. Fixed rapid realistic suite, one cold response per prompt, cached_tokens=0 on every row, no prompt/KV/context/response reuse, no n-gram/history acceleration, no speculation. llama.cpp/SYCL, ctx=4096, batch=1024, ubatch=256, POLL=100, FlashAttention on, f16 KV, server --cache-ram 0 and per-request cache_prompt=false.","observed_command":"llama-server -m /mnt/usb-models/llm-models/glm-4.7-flash-gguf/GLM-4.7-Flash-UD-Q4_K_XL.gguf -c 4096 -ngl 99 -b 1024 -ub 256 -fa on --ctx-checkpoints 0 --jinja --reasoning off","run_id":"cmr6xkr2f00gomn01k4u2dua8","tokenized":{"arguments":["llama-server","-m","/mnt/usb-models/llm-models/glm-4.7-flash-gguf/GLM-4.7-Flash-UD-Q4_K_XL.gguf","-c","4096","-ngl","99","-b","1024","-ub","256","-fa","on","--ctx-checkpoints","0","--jinja","--reasoning","off"],"fidelity":"faithful"}}},"model_instance_id":"unsloth-glm-4-7-flash-gguf--gguf-ud-q4-k-xl","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/cmr6xkr2f00gomn01k4u2dua8"}]},"recipe_source":"localmaxxing","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":4096,"tensor_parallel":1},"speed_sweep_ids":["glm-4-7-flash-gguf-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1-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/unsloth/GLM-4.7-Flash-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"unsloth/GLM-4.7-Flash-GGUF","status":"known","url":"https://huggingface.co/unsloth/GLM-4.7-Flash-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":1,"speed_sweep_ids":["glm-4-7-flash-gguf-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep"],"detail_urls":["/api/v1/speed-sweep/glm-4-7-flash-gguf-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/intel-arc-pro-b70-32gb","href":"/hardware/intel-arc-pro-b70-32gb","id":"intel-arc-pro-b70-32gb","name":"Intel Arc Pro B70"},"model":{"api":"/api/v1/models/glm-4-7-flash","href":"/models/glm-4-7-flash","id":"glm-4-7-flash","name":"GLM-4.7-Flash"},"model_instance":{"api":"/api/v1/model-instances/unsloth-glm-4-7-flash-gguf--gguf-ud-q4-k-xl","href":"/model-instances/unsloth-glm-4-7-flash-gguf--gguf-ud-q4-k-xl","id":"unsloth-glm-4-7-flash-gguf--gguf-ud-q4-k-xl","name":"unsloth/GLM-4.7-Flash-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/glm-4-7-flash-gguf-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep","href":"/speed-sweep/glm-4-7-flash-gguf-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep","id":"glm-4-7-flash-gguf-ud-q4-k-xl-intel-arc-pro-b70-32gb-llama-cpp-tp1-sweep"}]}},"meta":{"source":"registry"}}