{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "sparticle62ops-pssa--watch-long-training-run-in-tui",
 "repo": "Sparticle62ops/pssa",
 "repo_url": "https://github.com/Sparticle62ops/pssa",
 "repo_slug": "sparticle62ops-pssa",
 "title": "Monitor a long PSSA training run in the terminal dashboard",
 "page_title": "How to monitor a long PSSA training run in the terminal dashboard with Pssa",
 "summary": "Pipe a plain training log into the TUI to watch loss, speed, and checkpoints while training runs.",
 "who": "A developer running a long training job on a server, notebook, or Kaggle session who wants a readable live view.",
 "problem": "Raw training output scrolls past without context, and long runs are hard to check on at a glance.",
 "outcome": "A live dashboard showing loss, a moving average, speed, ETA, update counts, learning rate, memory occupancy, and checkpoint events.",
 "steps": [
  "Build the Pssa binary from the repository. (inferred, check the README)",
  "Create an output folder with `mkdir chain` before the first checkpoint is written. (inferred, check the README)",
  "Run `pssa train data/downloaded.txt -o chain/ck01.pssa --max-tokens 200000 -e 1 --no-tui | pssa tui --chain chain` to start training and open the dashboard on the piped log. (inferred, check the README)",
  "Press Tab in the dashboard to reach the Kaggle launch and log monitoring page if you launched training that way.",
  "Check the checkpoint events in the monitor before you stop the run."
 ],
 "agent_prompt": "In the Sparticle62ops/pssa repository, run `pssa train <corpus-path> -o chain/ck01.pssa --max-tokens 200000 -e 1 --no-tui | pssa tui --chain chain`. Report the loss, speed, and checkpoint events shown in the monitor. Verify that the file chain/ck01.pssa exists after the run.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "The README says the TUI shows piped output as a plain log passthrough when not on a terminal, so the interactive dashboard needs a real terminal.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "rust",
 "requirements": [
  "A Rust toolchain (inferred from the Rust implementation and the cargo commands in the README)",
  "The pssa binary built from the Sparticle62ops/pssa repository",
  "A plain UTF-8 text file to train on",
  "A terminal that supports the TUI, or use --no-tui for plain logs"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/sparticle62ops-pssa/watch-long-training-run-in-tui/",
 "md": "https://dedupedai.com/use-cases/sparticle62ops-pssa/watch-long-training-run-in-tui/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/sparticle62ops-pssa--watch-long-training-run-in-tui.json",
 "api_version": "v1"
}