{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "FareedKhan-dev/kimi-k3-in-c",
 "name": "kimi-k3-in-c",
 "owner": "FareedKhan-dev",
 "slug": "fareedkhan-dev-kimi-k3-in-c",
 "github": "https://github.com/FareedKhan-dev/kimi-k3-in-c",
 "what": "A C99 inference engine that runs the 2.78-trillion-parameter Kimi K3 model on a single CPU with no GPU, streaming weights from disk when RAM is small.",
 "why": "",
 "language": "C",
 "requirements": [
  "A checkpoint directory of .safetensors shards (1.56 TB on disk for the released checkpoint)",
  "A packed trunk directory, created in a step the README excerpt does not show",
  "tiktoken.model and tokenizer_config.json in a directory, for text input",
  "A machine with a C toolchain for the portable C99 build (build steps are not in the excerpt)",
  "An HF_TOKEN environment variable if you use download-model.sh"
 ],
 "audience_note": "Researchers, engineers and hobbyists who want to run a very large model locally on ordinary CPU hardware and accept slow token speeds.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Research",
 "url": "https://dedupedai.com/use-cases/fareedkhan-dev-kimi-k3-in-c/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "fareedkhan-dev-kimi-k3-in-c--run-kimi-k3-batch-completion-on-8gb-laptop",
   "title": "Run Kimi K3 text completions on an 8 GB laptop",
   "best": true,
   "url": "https://dedupedai.com/use-cases/fareedkhan-dev-kimi-k3-in-c/run-kimi-k3-batch-completion-on-8gb-laptop/",
   "json": "https://dedupedai.com/use-cases/u/fareedkhan-dev-kimi-k3-in-c/run-kimi-k3-batch-completion-on-8gb-laptop.json"
  },
  {
   "id": "fareedkhan-dev-kimi-k3-in-c--chat-with-kimi-k3-offline-and-keep-history",
   "title": "Chat with Kimi K3 offline and save the transcript",
   "best": false,
   "url": "https://dedupedai.com/use-cases/fareedkhan-dev-kimi-k3-in-c/chat-with-kimi-k3-offline-and-keep-history/",
   "json": "https://dedupedai.com/use-cases/u/fareedkhan-dev-kimi-k3-in-c/chat-with-kimi-k3-offline-and-keep-history.json"
  },
  {
   "id": "fareedkhan-dev-kimi-k3-in-c--verify-identical-output-across-memory-presets",
   "title": "Check that output stays identical across memory presets",
   "best": false,
   "url": "https://dedupedai.com/use-cases/fareedkhan-dev-kimi-k3-in-c/verify-identical-output-across-memory-presets/",
   "json": "https://dedupedai.com/use-cases/u/fareedkhan-dev-kimi-k3-in-c/verify-identical-output-across-memory-presets.json"
  },
  {
   "id": "fareedkhan-dev-kimi-k3-in-c--export-expert-cache-traces-for-analysis",
   "title": "Export routed-expert cache traces for analysis",
   "best": false,
   "url": "https://dedupedai.com/use-cases/fareedkhan-dev-kimi-k3-in-c/export-expert-cache-traces-for-analysis/",
   "json": "https://dedupedai.com/use-cases/u/fareedkhan-dev-kimi-k3-in-c/export-expert-cache-traces-for-analysis.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}