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@nibor1896 nibor1896 released this 11 Oct 23:19
· 141 commits to main since this release
v3.4.0
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Learn about vigilant mode.

GLM-5.3-Flash reuses the server's prompt state across tool rounds and chats, CrowSetup installs crow-nest engine v0.13.0, and the turn line names how long prefill took. Windows assets only, as for v3.3.x.

Changed

  • The GLM-5.3-Flash point reuses the prompt state across tool rounds and chats (94e2556, 2026-10-12, owner decision). The glm53-flash point in manifests/stack.json adds CROW_GLM_SMALL_PROMPT=1, CROW_GLM_ANSWER_REUSE=1 and CROW_GLM_PREFIX_ANCHOR=1 (crow-nest #216, #219, #217; default off in the engine) to the arm4.env set. The owner's live check of 2026-10-12 with the three switches on the installed engine v0.12.0, in the Crow window, one task of 3 rounds: [cache] LIVE every round, prefill 55 / 154 / 86 new tokens in 2,680.8 / 4,539.0 / 3,105.1 ms (10.3 s in total), against 4.7 to 7.2 s per round and 36.5 s for 6 rounds in the task before with the switches off; decode 14.03 tok/s; no hang (n = 1 task).
  • Crow is pinned to crow-nest engine v0.13.0 (94e2556, 2026-10-12). manifests/stack.json engine_package names crow-nest-engine-0.13.0-win-x64.zip (4,526,571 B, sha256 4b3d2e4b…, serve.exe sha256 7d73f8de…); CrowSetup installs it, and Settings → About offers it to an install on an older engine (#367). The engine's GLM reasoning box closes on the </think> token id instead of its text (crow-nest #221), and serve logs the generated ids of every request at INFO (crow-nest #223).
  • Version 3.4.0 in cli/crow_core.py, install.ps1 and manifests/operating-point.json; the README image's version pill.

Fixed

  • The turn line names how long prefill took (#370, 2026-10-12). It showed prefill only as a rate, so the owner's 3-round GLM task read prefill 295 @ 28.57 tok/s, which looked like a broken prefill; the 10.3 s it took were not on the line. It now reads prefill 295 tok in 10.3s @ 28.57 tok/s; the rest of the line is unchanged.

Install / upgrade

  • Existing install: Settings → About → install 3.4.0, restart Crow, then stop the point and press install 0.13.0 under CROW-NEST.
  • New install: download CrowSetup.exe below and run it.

Issues: #367, #370.

Assets 4
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