Accepting a completion or a next-edit cancels the debounce timer and asks the daemon for
the follow-up immediately; next-edits chain. Setting localAutocomplete.nextEdit.afterAccept.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01J39imRDT8L7xYbWzsVWd8A
In managed mode the extension switches models by rewriting the daemon config's
defaultModel and restarting it, but loadState() preferred the persisted model, so the
daemon came back on the old one every time. State now records the default it was saved
under; a different default wins.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01J39imRDT8L7xYbWzsVWd8A
The rewritten region is mostly a copy of the current one, so prompt-lookup drafts are
accepted in long runs. Greedy decoding keeps the output identical. Laptop CPU, 160-token
region rewrite: generation 1.76 s -> 0.37 s. Timings now include errorsMs/promptMs/genMs.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01J39imRDT8L7xYbWzsVWd8A
- 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
llama-server leaves special tokens out of content, so the NO_EDIT token arrives as an
empty string. The daemon treated that as a rewrite of the region to nothing (Tab would
have deleted the region). shared/nextedit.ts parseNextEditOutput() is now used by the
daemon and the eval.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01J39imRDT8L7xYbWzsVWd8A
Parses Qwen-format FIM prompts (prefix- or suffix-first, optional repo/file headers) back into
prefix/suffix and rebuilds them in the trained layout; mode from the model string (ac:symbols /
ac:simple); files located via workspaceRoots by path or content. extensions/zed/README.md documents
the Zed settings; untested against real Zed traffic yet.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01J39imRDT8L7xYbWzsVWd8A
- shared/nextedit.ts: next-edit prompt format (region rewrite or NO_EDIT, Qwen spare special tokens)
- shared/diagnostics.ts: TS errors near the cursor as context; symbols format 2 adds namespace imports
- shared/prompt.ts: token healing (cut the half-typed word, force it via grammar), errors header section
- daemon: model profiles carry contextFormat/errors/members/nextEdit; /v1/next-edit with edit-burst
tracking; /v1/prewarm; /v1/debug/last; token healing on by default
- extension: next-edit decorations (Tab apply / Esc dismiss), suggest on cursor move, prewarm on focus,
Show Last Prompt, update check against releases, diagnostics in the edit recorder
- models/README: training-data attribution; release script profiles for stage-d/stage-e
- .gitea/workflows/ci.yml: build + test, publish release on vscode-v* tags (needs a runner + RELEASE_TOKEN)
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01J39imRDT8L7xYbWzsVWd8A
- models/: GGUFs (Git LFS), manifest.json, model card, Apache-2.0 LICENSE + NOTICE
- extensions/vscode/: the Local Autocomplete extension (v0.5.0, publisher harvmaster)
- daemon/: acd completion daemon (bundled into the extension; also runs standalone)
- shared/: prompt layout + symbol extraction shared with the training pipeline
- scripts/: make-model-release.mjs, publish-extension-release.mjs (Gitea releases)
- README with quick start, settings, architecture, build and release instructions;
MIT license for code; CHANGELOG
The default model manifest URL moves to models/manifest.json.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
stage-c (default): Qwen2.5-Coder-0.5B fine-tuned for suffix-first FIM with
repo/symbol-context headers. stage-b: same without context headers.
manifest.json lists files, SHA-256s, prompt profiles and the pinned llama.cpp
build for the Local Autocomplete extension's managed mode.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
HarvmasterandClaude Opus 5.5