{"adoption": {"forks": 207, "observed_at": "2026-08-28T04:07:44.077400+00:00", "stars": 3114}, "canonical_url": "https://ross.abutalabs.com/products/evilsocket-cake", "card": {"archived": false, "artifact_type": "application", "description": "Distributed inference for mobile, desktop and server.", "domain": ["large-language-models", "artificial-intelligence", "image-processing", "speech-processing", "self-hosted"], "enriched": true, "function": ["llm-inference", "http-server", "stable-diffusion", "tts", "chat-interface", "gpu-computing"], "health_score": 67, "homepage": null, "language": "Rust", "license": "NOASSERTION", "license_family": "other", "maturity": "experimental", "member_repos": ["evilsocket/cake"], "name": "evilsocket/cake", "platform": ["windows", "rust", "cli"], "pushed_at": "2026-04-24T15:11:28+00:00", "repo": "evilsocket/cake", "stars": 3114, "tags": ["distributed-inference", "model-sharding", "mdns-clustering", "openai-compatible-api", "multimodal", "huggingface", "linux", "macos", "android", "ios", "docker", "web-server", "gpu"], "topics": [], "urls": [], "use_cases": ["run LLM inference on my own hardware", "shard a large model across multiple devices that don't have enough GPU memory", "self-host an OpenAI-compatible inference server", "generate images with Stable Diffusion or FLUX locally", "run text-to-speech with voice cloning", "cluster iPhones, Androids and desktops for AI inference"], "what_it_is": "Cake is a multimodal AI inference server written in Rust that runs text, image, and voice models on a single device or shards them across a heterogeneous cluster of phones, desktops, and servers. It exposes an OpenAI-compatible REST API with a built-in web UI and TUI chat client.", "when_to_avoid": ["you need battle-tested, production-grade inference with long-term stability", "you require a permissive open-source license (it uses FAIR v1.0.0)", "you only need single-GPU inference where established servers suffice", "you need a wide ecosystem of plugins and integrations"], "when_to_choose": ["you want to run models that exceed a single device's memory by pooling heterogeneous hardware", "you need multimodal inference (text, image, TTS) from one server", "you want zero-config mDNS-based clustering across platforms", "you prefer a Rust server with CUDA, Metal, Vulkan, and CPU backends"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/evilsocket-cake", "repo": "evilsocket/cake", "role": "main", "score": 59}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:44.077400+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:26:40.694062+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "2ee08564062efe40c957fe9905a4f946fb623fb9ff3a7580c6c17b5d7727b9e0", "fetched_at": "2026-08-28T04:07:44.077400+00:00", "kind": "readme", "missing": false, "url": "https://github.com/evilsocket/cake"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 79, "longevity": 56, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 787, "days_push": 131, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 59, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}