{"adoption": {"forks": 73, "observed_at": "2026-08-28T04:04:36.706651+00:00", "stars": 1397}, "canonical_url": "https://ross.abutalabs.com/products/llamago", "card": {"archived": false, "artifact_type": "library", "description": "llama.go is like llama.cpp in pure Golang!", "domain": ["large-language-models", "machine-learning", "deep-learning"], "enriched": true, "function": ["llm-inference", "machine-learning", "deep-learning"], "health_score": 20, "homepage": null, "language": "Go", "license": "NOASSERTION", "license_family": "other", "maturity": "maintenance", "member_repos": ["gotzmann/llama.go"], "name": "gotzmann/llama.go", "platform": ["go", "windows", "cross-platform"], "pushed_at": "2024-09-20T20:01:25+00:00", "repo": "gotzmann/llama.go", "stars": 1397, "tags": ["llama", "ggml", "pure-go", "inference", "cpu-inference", "quantization", "chatbot", "linux", "macos"], "topics": ["llama", "alpaca", "chatgpt", "dalai", "gpt", "gpt3", "gpt4", "llama-cpp", "llm", "gpt4all", "vicuna"], "urls": [], "use_cases": ["run llama models in go", "local llm inference without python", "serve llama models via rest api in golang", "run gpt4all or vicuna models on cpu", "embed llm inference in a go application", "homelab llm inference without gpu cluster"], "what_it_is": "A pure-Go reimplementation of llama.cpp-style LLM inference, running LLaMA-family models on CPU without C++ dependencies. It includes tensor math, model loading, multi-threading, and an embedded REST API server mode.", "when_to_avoid": ["you need the latest model formats like GGUF v3 or LLaMA 2 70B support", "you need GPU/CUDA acceleration", "you want an actively developed project - the author has moved to FastTensors and Booster"], "when_to_choose": ["you want LLM inference entirely in Go with no C/C++ toolchain", "you need to embed LLaMA-style model inference into Go services", "you run inference on CPU across Mac, Linux, or Windows"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/llamago", "repo": "gotzmann/llama.go", "role": "main", "score": 21}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:36.706651+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:39:16.539841+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "501ac5a312b8cdc4bdf8f4f8537951ac339887cc8869ab0983dc2dce010c10a7", "fetched_at": "2026-08-28T04:04:36.706651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gotzmann/llama.go"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 90, "rhythm": 8}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1263, "days_push": 712, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 21, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}