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autocomplete-model/CHANGELOG.md
T
HarvmasterandClaude Opus 5.5 d246fb9349
ci / build (push) Canceled after 0s
Models stage-d (default) + stage-e (next-edit companion); extension 0.6.1
- stage-d: next-line / block-close / multi-line fixes, symbols format 2, TS errors in the header.
  Held-out: 0.426 exact / 0.700 edit sim (stage-c 0.405 / 0.689); block close 0.27 -> 0.79.
- stage-e: next-edit (80% exact region rewrites, abstains on 100% of no-edit samples).
- Manifest: nextEditModel (companion) and nextEditFormat (older extensions ignore it, so they
  never use next-edit with the empty-output deletion bug).
- Daemon: next-edit served by the companion model in a second llama-server, started after the
  main model loads.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01J39imRDT8L7xYbWzsVWd8A
2026-10-04 00:23:15 +00:00

4.0 KiB

Changelog

Extension versions are released as vscode-v<version> on the Releases page. Models are versioned by their name in models/manifest.json.

vscode 0.6.1

  • New default model stage-d, with stage-e for next-edit. Both download automatically (~530 MB each); the daemon runs stage-e in a second llama-server, only for next-edit. stage-d closes blocks (}) and predicts the next line far better (held-out exact match: block close 0.27 → 0.79, next line 0.01 → 0.18), and sees TypeScript errors near the cursor. Results in models/README.md.
  • Fix: a "no edit" answer from a next-edit model could be applied as deleting the suggested region. llama-server drops the model's no-edit token, so it arrived as empty text. Next-edit models are only enabled from this version on.
  • Manifest: nextEditModel (companion model) and nextEditFormat (replaces nextEdit, which older versions ignore from now on).

vscode 0.6.0

  • Next-edit suggestions (with models trained for it, e.g. the upcoming stage-e): after you pause typing, the model may suggest an edit around the cursor, such as removing a leftover ) or updating a renamed variable's uses. Single-line changes show deleted text struck through and inserted text as ghost text; multi-line changes are highlighted with the diff on hover. Tab applies, Esc dismisses. Setting: nextEdit.enabled.
  • Token healing: completions that start mid-word (this.connections.del▮) now finish the word instead of skipping it.
  • Suggest on cursor move (triggerOnCursorMove, off by default): with next-edit models it predicts what you came to change; otherwise it only fires on empty lines, line ends and lines with errors.
  • Pre-warm on focus (prewarmOnFocus, off by default): fills the model cache when you switch files, so the first keystroke is fast.
  • Show Last Prompt command: the exact prompt the model saw, its raw output and timings.
  • Update check against the Releases page (daily; checkForUpdates), with one-click install.
  • Edit recorder also records VS Code's diagnostics (TS, Vue, ESLint) for recorded files.
  • Daemon: model profiles carry the prompt format they were trained with (contextFormat, errors, nextEdit), so newer models get TS errors and namespace-import symbols in their context.

vscode 0.5.0

  • New repository layout (models/, extensions/vscode/, daemon/, shared/). The model manifest moved to models/manifest.json, and the default localAutocomplete.modelManifestUrl follows it.
  • Publisher is now harvmaster (extension id harvmaster.local-autocomplete). Uninstall the old local.local-autocomplete first. The model is downloaded once more, into the new extension's storage.
  • MIT license, repository links, versioned VSIX file names.

vscode 0.4.0

  • Managed mode (default): downloads the model (from models/manifest.json) and the pinned llama.cpp build on first use, SHA-256 verified and resumable, then runs the bundled daemon on VS Code's own Node runtime. Shared by all windows; exits when idle; replaced automatically after updates.
  • Custom models via localAutocomplete.modelPath + modelProfile; custom llama-server via llamaServerPath.
  • External mode (daemon.mode: "external") keeps the previous behaviour.

vscode 0.3.0

  • Recording-only mode (enableCompletions: false + recordingDir), cursor-move and file-switch events, events tagged with the editor app (Cursor notice).

vscode 0.2.0

  • symbols context mode (TypeScript language service, same code as training data generation).
  • Missing-this. repair: getU → this.getUser(id) when the name only exists on the class.
  • Opt-in edit recorder (recordEdits).
  • Fix: a function's closing } was being trimmed when the next line also closed a block.

vscode 0.1.0

  • First version: inline completions via the acd daemon, context-mode toggle in the status bar, cancellation, exclusion globs.