{
 "schema_version": 1,
 "generated": "2026-10-26",
 "repo": "Niko1221/Strata",
 "name": "Strata",
 "owner": "Niko1221",
 "slug": "niko1221-strata",
 "github": "https://github.com/Niko1221/Strata",
 "what": "Strata runs large open models such as Qwen3.8-Flash-Next, Qwen3.6-35B-A3B and DeepSeekV4.1-Flash on your own computer, as a desktop app or a terminal app, with no account. It picks quantized model packs that fit your hardware, reads what does not fit in memory from your SSD, and exposes OpenAI- and Anthropic-compatible APIs so Claude Code, Codex CLI, OpenCode and other tools can use the local model.",
 "why": "34k stars, launched 32 days ago, picked up by one AI source we track",
 "language": "C++",
 "requirements": [
  "Windows, Linux or macOS on supported hardware (NVIDIA RTX 20 to 50, recent AMD Radeon, Intel Arc on Linux, Apple Silicon M1 or newer)",
  "Plenty of free disk space; DeepSeekV4.1 sets need about 245 to 280 GB",
  "The model packs download on first run"
 ],
 "audience_note": "Developers and privacy minded users with a recent NVIDIA, AMD, Intel Arc or Apple Silicon machine who want strong local models without cloud costs.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/niko1221-strata/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "niko1221-strata--run-a-big-model-locally-with-strata",
   "title": "Run a frontier-size open model locally from the terminal",
   "best": true,
   "url": "https://dedupedai.com/use-cases/niko1221-strata/run-a-big-model-locally-with-strata/",
   "json": "https://dedupedai.com/use-cases/u/niko1221-strata/run-a-big-model-locally-with-strata.json"
  },
  {
   "id": "niko1221-strata--use-a-local-model-in-claude-code-via-strata",
   "title": "Point Claude Code or Codex at a local model with strata connect",
   "best": false,
   "url": "https://dedupedai.com/use-cases/niko1221-strata/use-a-local-model-in-claude-code-via-strata/",
   "json": "https://dedupedai.com/use-cases/u/niko1221-strata/use-a-local-model-in-claude-code-via-strata.json"
  },
  {
   "id": "niko1221-strata--run-deepseek-v4-1-from-your-ssd",
   "title": "Run DeepSeekV4.1-Flash on a 12 GB GPU by streaming from SSD",
   "best": false,
   "url": "https://dedupedai.com/use-cases/niko1221-strata/run-deepseek-v4-1-from-your-ssd/",
   "json": "https://dedupedai.com/use-cases/u/niko1221-strata/run-deepseek-v4-1-from-your-ssd.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."
}