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Models stage-d (default) + stage-e (next-edit companion); extension 0.6.1
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- 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
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Harvmaster
2026-10-04 00:23:15 +00:00
co-authored by Claude Opus 5.5
parent 5c99f011e8
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CHANGELOG.md
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Extension versions are released as `vscode-v<version>` on the [Releases](https://git.harvmaster.com/Harvmaster/autocomplete-model/releases) page. Models are versioned by their name in [`models/manifest.json`](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](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`.