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Merge pull request #752: fix(custom-model): context limits, Codex model override, context discovery and picker filter
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@@ -21,7 +21,7 @@ import { isMultiUserMode } from '../../config/multiuser.js';
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import { getDataDir } from '../../config/instance.js';
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import { isBlockedWebviewUrl } from '../webview-egress-policy.js';
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import { egressBlockedReason, webviewFetch } from '../webview-egress.js';
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import { CustomModelHostSchema } from '../schemas.js';
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import { CustomModelHostSchema, MAX_DISCOVERED_CONTEXT_TOKENS } from '../schemas.js';
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import { readCustomModelHosts, writeCustomModelHosts, type CustomModelHost } from '../../custom-model-hosts.js';
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import type { CliEntry } from '../../config/cli-registry/types.js';
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@@ -158,9 +158,14 @@ function authHeaders(host: Pick<CustomModelHost, 'apiKey' | 'authStyle'>): Recor
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export interface DiscoveryResult {
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models: string[];
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/** See `CustomModelHost.modelContextLengths` — only ever populated for models already loaded. */
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/**
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* See `CustomModelHost.modelContextLengths`: populated from a model's own `/v1/models`
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* entry (`context_length`, else `context_window`) whenever the server states one, and
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* from the launch command or `/props` for loaded models, which overwrite (and so win
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* over) any listed figure for the same model.
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*/
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contextLengths: Record<string, number>;
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/** See `CustomModelHost.modelSlotCounts`; populated on the same loaded-models-only basis as `contextLengths`. */
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/** See `CustomModelHost.modelSlotCounts`; populated only for models the server reports loaded (launch command or `/props`). No listing states a slot count, unlike `contextLengths`. */
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slotCounts: Record<string, number>;
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/** See `CustomModelHost.modelSizesGB` — populated for every model whose own listing states one. */
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sizesGB: Record<string, number>;
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@@ -182,6 +187,20 @@ function parseSizeGB(description: unknown): number | undefined {
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return Number.isFinite(size) && size > 0 ? size : undefined;
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}
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/**
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* Best-effort: reads a context length (tokens) stated by a model's OWN entry in
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* `GET /v1/models`. OpenRouter-style servers call the field `context_length`; current
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* llama-swap sends both `context_length` and `context_window` per model, and current
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* Bifrost (a gateway in front of llama-swap) passes `context_window` through. Older
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* servers send neither, and a server that states nothing gets no entry, never a guess.
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* Non-numeric, zero, negative, fractional or over-the-ceiling values are ignored, the
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* same rule the stored field's schema enforces: a wrong figure here is worse than none.
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*/
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function parseListedContextLength(value: unknown): number | undefined {
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if (typeof value !== 'number' || !Number.isInteger(value) || value <= 0) return undefined;
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return value <= MAX_DISCOVERED_CONTEXT_TOKENS ? value : undefined;
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}
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/**
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* Best-effort: fetches `GET /props?model=<id>` (llama.cpp-native, llama-swap-proxied) for
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* ONE already-loaded model and pulls its `n_ctx` and `total_slots` out. Never called for a model that
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@@ -312,25 +331,42 @@ async function discoverModels(
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});
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if (!res.ok) throw new Error(`HTTP ${res.status}`);
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const body = (await res.json()) as {
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data?: Array<{ id?: unknown; status?: { value?: unknown }; description?: unknown }>;
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data?: Array<{
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id?: unknown;
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status?: { value?: unknown };
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description?: unknown;
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context_length?: unknown;
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context_window?: unknown;
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}>;
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};
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const entries = body.data ?? [];
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const models = entries.map((m) => m.id).filter((id): id is string => typeof id === 'string' && id.length > 0);
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const sizesGB: Record<string, number> = {};
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// The lowest-precedence context source, and the only one a gateway without /running or
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// /props of its own (e.g. Bifrost) can offer: the figure a model's own listing states
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// (`context_length`, else `context_window`). The loaded-model pass below OVERWRITES
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// these for whatever it reads from the launch command or /props, so precedence per
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// model stays: `/running` cmd, then `/props`, then this listed figure.
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const contextLengths: Record<string, number> = {};
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for (const entry of entries) {
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if (typeof entry.id !== 'string' || !entry.id) continue;
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const size = parseSizeGB(entry.description);
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if (size !== undefined) sizesGB[entry.id] = size;
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const listed = parseListedContextLength(entry.context_length) ?? parseListedContextLength(entry.context_window);
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if (listed !== undefined) contextLengths[entry.id] = listed;
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}
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// llama-swap-specific, feature-detected: a server that never mentions `status` on ANY
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// entry gets no context-length enrichment at all, rather than treating "no status field"
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// as "assume unloaded" — either reading is a guess, and skipping is the safe one, since
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// fetchContextLength must only ever run against a model this server itself calls loaded.
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// entry gets no launch-command/props context enrichment at all, rather than treating
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// "no status field" as "assume unloaded"; either reading is a guess, and skipping is
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// the safe one, since fetchContextLength must only ever run against a model this server
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// itself calls loaded. Listed figures above are unaffected: reading them triggers nothing.
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const hasStatusField = entries.some((m) => m && typeof m === 'object' && 'status' in m);
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const contextLengths: Record<string, number> = {};
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const slotCounts: Record<string, number> = {};
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// Ids whose figure THIS round's loaded-model probe answered — the listed figure remains
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// the source only for the ids NOT in this set (see the per-slot correction below).
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const ctxFromProbe = new Set<string>();
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if (hasStatusField) {
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const loadedIds = entries
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.filter((m) => m.status && typeof m.status === 'object' && (m.status as { value?: unknown }).value === 'loaded')
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@@ -364,11 +400,30 @@ async function discoverModels(
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// merges onto what was learned before).
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if (cmdSlots !== undefined && ctxFromProps) slots = 1;
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}
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if (ctx !== undefined) contextLengths[id] = ctx;
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// Assigning only when a probe answered keeps the listed figure (if any) when
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// neither the launch command nor /props stated one, and replaces it with the
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// stronger source whenever they did: cmd > /props > listed, never the reverse.
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if (ctx !== undefined) {
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contextLengths[id] = ctx;
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ctxFromProbe.add(id);
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}
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if (slots !== undefined) slotCounts[id] = slots;
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}
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}
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}
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// llama-swap documents the LISTED `context_length` as the PER-SLOT window, so whenever
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// the listed figure is the one taken this round — the model was not loaded, or the
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// probe answered nothing — its slot count is 1 by definition: the floor check must NOT
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// divide a per-slot figure a second time. Without recording 1 here, the count a loaded
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// round stored survives the merge (applyDiscoveredModels keeps what a later round does
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// not overwrite): 262144 @ 4 slots stored, model unloaded, listed 65536 → 65536 with 4
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// slots → a false 16384-per-slot warning. Even a count this round's launch command
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// parsed must yield — pairing a per-slot listed figure with the cmd's --parallel is the
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// same double division. Same rule the /props branch above applies. Ids whose figure the
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// probe DID answer keep their probe-derived count untouched.
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for (const id of Object.keys(contextLengths)) {
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if (!ctxFromProbe.has(id)) slotCounts[id] = 1;
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}
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return { models, contextLengths, slotCounts, sizesGB };
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}
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@@ -70,8 +70,9 @@ import {
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SessionWaitOutputQuerySchema,
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CustomModelSelectionSchema,
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} from '../schemas.js';
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import { readCustomModelHosts } from '../../custom-model-hosts.js';
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import { readCustomModelHosts, resolveCustomModelContextLength } from '../../custom-model-hosts.js';
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import { applyCustomModelInjection, removeConfigDir } from '../../custom-model-injection-apply.js';
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import { buildCustomModelInjection } from '../../custom-model-injection.js';
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import {
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getLlamaSwapStatus,
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triggerLlamaSwapLoad,
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@@ -1541,7 +1542,10 @@ export function registerSessionRoutes(
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if (!endpoint) {
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return createErrorResponse(ApiErrorCode.NOT_FOUND, 'Model endpoint not found');
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}
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const contextLength = endpoint.modelContextLengths?.[body.modelId];
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// Discovery's per-model figure wins; the endpoint's user-set default covers models
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// whose size discovery could not determine (a gateway that states none, say). With
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// neither, the existing "no override, CLI assumes its own default" behaviour stands.
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const contextLength = resolveCustomModelContextLength(endpoint, body.modelId);
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const slotCount = endpoint.modelSlotCounts?.[body.modelId];
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// Some CLIs (today: only claude) carry enough of their own fixed system-prompt/tool-
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@@ -1608,10 +1612,28 @@ export function registerSessionRoutes(
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}
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// A CLI whose config alone cannot select the model also gets its `model` launch param
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// forced (pi/omp `custom/<id>`, grok's block name). The argv engine DROPS a token that
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// forced (pi/omp `custom/<id>`, grok's block name, and codex now carries its bare
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// selected id too). The argv engine DROPS a token that
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// fails its pattern rather than quoting it, which would silently launch the CLI on its
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// own default provider again, so refuse an id the pattern cannot carry up front.
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// The check runs on the PURE build result, before applyCustomModelInjection below:
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// the forced launch id only comes out of that build, and writing first would mean a
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// refused id already replaced the config dir a live codex session uses as CODEX_HOME.
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const modelSpec = entry.launch.params.model;
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const injection = buildCustomModelInjection(entry, endpoint, body.modelId, contextLength);
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if (injection.kind === 'unsupported') {
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return createErrorResponse(ApiErrorCode.OPERATION_FAILED, `${session.mode} has no known custom-model mechanism`);
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}
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if (
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injection.launchModel !== undefined &&
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modelSpec?.type === 'token' &&
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!matchesPattern(modelSpec.pattern, injection.launchModel)
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) {
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return createErrorResponse(
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ApiErrorCode.INVALID_INPUT,
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`Model id ${JSON.stringify(body.modelId)} cannot be passed to ${session.mode} on its command line`
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);
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}
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const applied = applyCustomModelInjection(
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entry,
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endpoint,
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@@ -1623,17 +1645,6 @@ export function registerSessionRoutes(
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if (!applied) {
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return createErrorResponse(ApiErrorCode.OPERATION_FAILED, `${session.mode} has no known custom-model mechanism`);
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}
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if (
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applied.launchModel !== undefined &&
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modelSpec?.type === 'token' &&
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!matchesPattern(modelSpec.pattern, applied.launchModel)
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) {
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removeConfigDir(applied.configDir);
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return createErrorResponse(
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ApiErrorCode.INVALID_INPUT,
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`Model id ${JSON.stringify(body.modelId)} cannot be passed to ${session.mode} on its command line`
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);
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}
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const { previousConfigDir } = session.setCustomModel(
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{
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@@ -4447,7 +4458,9 @@ export function registerSessionRoutes(
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const cmHosts = await readCustomModelHosts(CODEMAN_CONFIG_DIR);
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const cmEndpoint = cmHosts.find((h) => h.id === customModel.endpointId);
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if (!cmEndpoint) return createErrorResponse(ApiErrorCode.NOT_FOUND, 'Model endpoint not found');
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const cmContextLength = cmEndpoint.modelContextLengths?.[customModel.modelId];
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// Per-model discovery figure first, user-set endpoint default second, nothing third
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// (see the dedicated route's own comment above).
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const cmContextLength = resolveCustomModelContextLength(cmEndpoint, customModel.modelId);
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const cmSlotCount = cmEndpoint.modelSlotCounts?.[customModel.modelId];
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// See the dedicated route's own comment for the full reasoning: some CLIs' own fixed
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