{"data":{"capabilities":{"chat":null,"reasoning":null,"tools":null,"vision":null},"description":"Measured compatibility from the local.ai Postgres publication. Launch arguments are not promoted into an executable contract.","engine":{"graph_mode":null,"name":"llama.cpp","version":null},"facts":{"capabilities.chat":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.reasoning":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.tools":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"capabilities.vision":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"capability-not-verified","state":"unknown"},"engine.graph_mode":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"runtime-detail-not-published","state":"unknown"},"engine.version":{"provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","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":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"registry-enrichment","url":"https://github.com/0xSero/local-ai-registry"}]},"reason":"kv-cache-capacity-not-published","state":"unknown"}},"hardware_count":1,"hardware_id":"apple-m4-pro-48gb","id":"pg-liquidai-lfm2-5-8b-a1b-gguf-lfm2-5-8b-a1b-q8-0-gguf-q8-0-apple-m4-pro-48gb-llama-cpp-a2ccf8889e","launch":{"container":{"captured_at":"2026-08-27T06:04:13.773Z","compose_file":null,"digest":null,"image":null,"reason":"reference-only-launch","runtime":null,"source":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"recipe-launch","url":"https://local.ai"}],"state":"none"},"kind":"reference","publication_id":"pg-20260827T060320709Z","run_ids":["019f9089-1dc9-7b58-8768-1373d615e08d","019f9c8d-2759-726e-a778-c7396a574a6a","019fd7b6-1aab-70d5-875e-1e3437779551","01a02811-142b-721a-bfbe-26cc4e1a3a57"],"source":"exo-postgres"},"metadata":{"postgres":{"hardware_key":"m4_pro_64_20c","publication_id":"pg-20260827T060320709Z","run_count":4,"source_model_id":"LiquidAI/LFM2.5-8B-A1B-GGUF/LFM2.5-8B-A1B-Q8_0.gguf"}},"model_instance_id":"liquidai-lfm2-5-8b-a1b-gguf-lfm2-5-8b-a1b-q8-0-gguf--q8-0","provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"normalized-recipe","url":"https://local.ai"}]},"recipe_source":"exo-postgres","schema_version":"local-ai-registry/v1","serving":{"kv_cache_tokens":null,"max_concurrency":1,"max_context_tokens":127936,"tensor_parallel":1},"speed_sweep_ids":["pg-019f9089-1dc9-7b58-8768-1373d615e08d-sweep","pg-019f9c8d-2759-726e-a778-c7396a574a6a-sweep","pg-019fd7b6-1aab-70d5-875e-1e3437779551-sweep","pg-01a02811-142b-721a-bfbe-26cc4e1a3a57-sweep"],"status":"candidate","huggingface":{"link_type":"repository","provenance":{"captured_at":"2026-08-27T06:04:13.773Z","sources":[{"captured_at":"2026-08-27T06:04:13.773Z","kind":"huggingface-api","url":"https://huggingface.co/api/models/LiquidAI/LFM2.5-8B-A1B-GGUF"}]},"reason":"hf-api-confirmed-public","repository":"LiquidAI/LFM2.5-8B-A1B-GGUF","status":"known","url":"https://huggingface.co/LiquidAI/LFM2.5-8B-A1B-GGUF"},"registry":{"launchable":false,"speed_evidence":{"available":true,"count":4,"speed_sweep_ids":["pg-019f9089-1dc9-7b58-8768-1373d615e08d-sweep","pg-019f9c8d-2759-726e-a778-c7396a574a6a-sweep","pg-019fd7b6-1aab-70d5-875e-1e3437779551-sweep","pg-01a02811-142b-721a-bfbe-26cc4e1a3a57-sweep"],"detail_urls":["/api/v1/speed-sweep/pg-019f9089-1dc9-7b58-8768-1373d615e08d-sweep","/api/v1/speed-sweep/pg-019f9c8d-2759-726e-a778-c7396a574a6a-sweep","/api/v1/speed-sweep/pg-019fd7b6-1aab-70d5-875e-1e3437779551-sweep","/api/v1/speed-sweep/pg-01a02811-142b-721a-bfbe-26cc4e1a3a57-sweep"]},"runtime":"reference"},"relationships":{"hardware":{"api":"/api/v1/hardware/apple-m4-pro-48gb","href":"/hardware/apple-m4-pro-48gb","id":"apple-m4-pro-48gb","name":"Apple M4 Pro 48GB"},"model":{"api":"/api/v1/models/lfm2-5-8b-a1b","href":"/models/lfm2-5-8b-a1b","id":"lfm2-5-8b-a1b","name":"LFM2.5-8B-A1B"},"model_instance":{"api":"/api/v1/model-instances/liquidai-lfm2-5-8b-a1b-gguf-lfm2-5-8b-a1b-q8-0-gguf--q8-0","href":"/model-instances/liquidai-lfm2-5-8b-a1b-gguf-lfm2-5-8b-a1b-q8-0-gguf--q8-0","id":"liquidai-lfm2-5-8b-a1b-gguf-lfm2-5-8b-a1b-q8-0-gguf--q8-0","name":"LiquidAI/LFM2.5-8B-A1B-GGUF"},"speed_sweep":[{"api":"/api/v1/speed-sweep/pg-019f9089-1dc9-7b58-8768-1373d615e08d-sweep","href":"/speed-sweep/pg-019f9089-1dc9-7b58-8768-1373d615e08d-sweep","id":"pg-019f9089-1dc9-7b58-8768-1373d615e08d-sweep"},{"api":"/api/v1/speed-sweep/pg-019f9c8d-2759-726e-a778-c7396a574a6a-sweep","href":"/speed-sweep/pg-019f9c8d-2759-726e-a778-c7396a574a6a-sweep","id":"pg-019f9c8d-2759-726e-a778-c7396a574a6a-sweep"},{"api":"/api/v1/speed-sweep/pg-019fd7b6-1aab-70d5-875e-1e3437779551-sweep","href":"/speed-sweep/pg-019fd7b6-1aab-70d5-875e-1e3437779551-sweep","id":"pg-019fd7b6-1aab-70d5-875e-1e3437779551-sweep"},{"api":"/api/v1/speed-sweep/pg-01a02811-142b-721a-bfbe-26cc4e1a3a57-sweep","href":"/speed-sweep/pg-01a02811-142b-721a-bfbe-26cc4e1a3a57-sweep","id":"pg-01a02811-142b-721a-bfbe-26cc4e1a3a57-sweep"}]}},"meta":{"source":"registry"}}