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2 commits

Author SHA1 Message Date
Teknium
f944e84858 fix: close review gaps for per-model threshold overrides (#63020)
Follow-up to the salvaged contributor commit, closing the three gaps
flagged in the sweeper review:

1. Init ordering: assign compression.model_thresholds to a selected
   plugin context engine BEFORE the initial update_model() call in
   agent_init.py, so the initial model's override applies from init
   (previously it only took effect after the first /model switch).
   Base-class ContextEngine.update_model() now snapshots the
   pre-override percent once so repeated switches fall back to the
   engine's configured threshold, not a previous model's override.
2. DEFAULT_CONFIG: add compression.model_thresholds (empty map) to
   hermes_cli/config.py — additive key, no _config_version bump.
3. Docs: document the key in
   website/docs/developer-guide/context-compression-and-caching.md
   (yaml example, parameter table, dedicated section) and update the
   plugin-boundary note in context-engine-plugin.md to state the
   explicit context-engine contract for model_thresholds.

Adds tests/run_agent/test_per_model_threshold_init_ordering.py:
plugin-engine AIAgent init regression (override applies at init,
empty map unchanged), DEFAULT_CONFIG key presence, floor interaction
on the model-switch path (override below the small-context floor is
raised to the floor; above the floor wins), and base-class config
snapshot across repeated switches. Also maps @bennybuoy in
contributors/emails/.
2026-07-22 07:00:27 -07:00
Ben Kamholtz
5f2fdf66bf feat: per-model compression threshold overrides (v2, rebased on main)
Addresses teknium1 review feedback on PR #60781:

1. Gateway cache invalidation: added ('compression', 'model_thresholds')
   to _CACHE_BUSTING_CONFIG_KEYS so a live config edit to the map
   invalidates the cached compressor (previously kept stale thresholds).

2. Integrated resolver with small-context floor: per-model overrides are
   resolved FIRST, then the existing 75% floor for <512K models is applied
   on top. The floor is no longer replaced — it stacks. An override below
   75% on a small-context model still gets floored to 75% (raise-only);
   an override above 75% wins.

3. Clean rebase on upstream main — no unrelated deletions or anti-thrashing
   changes. Only the per-model threshold feature is added.

Changes:
- resolve_model_threshold() module-level helper (longest substring match)
- ContextCompressor.__init__ accepts model_thresholds dict
- _base_threshold_percent stores the per-model resolved value
- _config_threshold_percent stores the raw config value (fallback base)
- update_model() re-resolves on /model switch, falls back to config value
- ContextEngine base class update_model() applies overrides for plugin engines
- agent_init.py reads compression.model_thresholds from config, passes to ctor
- gateway/run.py cache busting key added
- cli-config.yaml.example documents the feature
- 17 tests covering resolve helper, compressor init (large/small context,
  override above/below floor), update_model (re-resolve, fallback), base class

Co-authored-by: Copilot <copilot@github.com>
2026-07-22 07:00:27 -07:00