Commit Graph
1273 Commits
Author SHA1 Message Date
Aleksander Grygier 0cfa2beec7 ui: remove dead MCP resources menu trigger chain
Same shape as the earlier prompt trigger cleanup: nothing renders the
MCP resources menu button, and the only live entry into resource
browsing is Settings > MCP Servers plus the attachment resource
picker. Drop onMcpResourcesClick, hasMcpResourcesSupport,
MCP_RESOURCES_CLICK, the AttachmentItemVisibleWhen enum and
hasResourcesCapability; the resources display, browser and picker
components are untouched.

Assisted-by: pi
2026-08-27 11:20:55 +02:00
Aleksander Grygier 3d964e84f2 ui: keep MCP connections stable across policy switches
ensureInitialized folds the policy into its config signature, so
alternating two conversations with different policies tore down and
reconnected every server with health checks included. Tool collection
already filters by the flow policy, so initialize every
settings-enabled server instead and never pass a policy into the MCP
config. The duplicated policy-server check becomes one accessor on
ConversationPreferences.

Assisted-by: pi
2026-08-27 11:19:38 +02:00
Aleksander Grygier 9b521a7caf fix: UI for Model Information dialog 2026-08-27 11:03:12 +02:00
Aleksander Grygier 85acaa0626 ui: fix group checkbox sticking checked after disable
Clicking a mixed-state group box let bits-ui optimistically flip
its internal checked flag; the derived checked prop did not change
across the transition (both mixed and off map to checked=false),
so Svelte never applied the settled value and the check icon stuck
while the count already read 0/7.

Pass the parent flag as checked and the mix as indeterminate, so
every group toggle changes checked; render the dash on top of a
checked box for the mixed state.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier cf39a070ad ui: render dash for mixed-state group checkboxes
The accessor refactor dropped the checked-and-not-indeterminate
guard, so the category-on flag won and the dash never showed. The
tooltip keeps using the raw parent flag since clicking a mixed
group still disables it.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier dc2dd9913c ui: remove dead MCP prompt menu trigger chain
The /prompt slash command is the surviving trigger; the menu-button
path (onMcpPromptClick, hasMcpPromptsSupport, showMcpPromptButton,
the MCP_PROMPT attachment item and its unrendered item arrays) has
no consumer left. Message display for inserted prompts is untouched.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 2e8cce869e ui: gate /prompt command on the conversation tool policy
The slash command's availability now follows the same rule as the
agentic flow instead of the global capability check, so it disables
itself when the conversation's policy leaves no usable MCP server.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier e415366eba ui: derive group checkbox state in useToolsPanel
Moves the mixed-state derivation out of the submenu and sheet
snippets into one getGroupCheckState accessor; the snippets just
consume checked and indeterminate.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier cbace8af70 ui: initialize only policy-enabled MCP servers for a flow
ensureInitialized accepts an optional server id set; the agentic
flow passes the servers its tool policy leaves usable, so servers
disabled for the conversation no longer get connected. Callers
without arguments keep the global behavior.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier b520daf9a7 ui: let indeterminate state win over checked in group checkboxes
The checkbox indicator snippet renders the check icon whenever
checked, so the mixed state never showed. Pass the checked prop
as false while indeterminate.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 20b0733cee ui: replace literal comment text in sheet group snippet
A // line inside the Svelte snippet rendered as visible text; use an
HTML comment.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 9bb932d16d ui: scroll model information header with the content
The base dialog header is sticky; this dialog overrides it to
relative so the title and description scroll away with the body.
relative keeps the header as the close button's containing block.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier e88da90c30 ui: stack chat template row in model information dialog
Label above the block in a single full-width cell, so the template
gets the whole table width and its horizontal scroll is usable on
narrow screens.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier b76386d6e2 ui: make model information dialog full-screen on mobile
Matches the settings dialog pattern: full viewport below md,
calc-sized and capped at 60rem on desktop.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 116599b1b7 ui: use fixed table layout in model information dialog
Auto table layout sizes columns to content min-content, so the chat
template's long lines kept inflating the dialog despite the scroll
wrapper. Fixed layout pins the first column and gives the value
column a definite width the wrapper can scroll within. min-w-0 on
the grid item guards the same path on the grid side.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 075dd71592 ui: scroll wide chat template in model information dialog
Long unbreakable Jinja tokens blew out the table and dialog width;
the block now scrolls horizontally instead of stretching.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier a72d3f12c8 ui: fix model information dialog width on all screen sizes
The dialog sets container-type: inline-size, so auto width ignores
its contents and collapses to padding. Give it an explicit viewport
width on mobile and cap at 60rem on desktop.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier e87eff0350 ui: remove unmounted MCP submenu component
Never rendered anywhere; its entries are duplicates (prompts and
resources live in the attachment menu, servers in the add menu and
sheet) that would need capability wiring maintained for nothing.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier cd9d02c63f ui: gate MCP prompt and resource capabilities on tool policy
hasPromptsCapability and hasResourcesCapability accept an optional
set of usable server ids; ChatFormActions resolves it from global
enablement minus the active conversation's policy. Restores the
per-chat gating the old mcpServerOverrides provided; callers without
arguments keep global behavior.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier ba419bf2f1 ui: indeterminate group checkboxes and inert grayed rows
A category that is on with nothing enabled under it now shows the
mixed checkbox state instead of a checked box next to 0/N. Rows
grayed out by a disabled parent no longer stay clickable behind
opacity.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 4f2f679559 ui: clean up tool key helpers and store docs
Documents getEnabledToolsForLLM properly, unstacks the JSDoc at
isEntryEnabled, makes setToolEnabled persist like setCategoryEnabled
(toggleTool now delegates to it), and routes the serverId-less MCP
branch of toolKey through getMcpServerToolsKey so both key formats
come from one place. Preferences banner comments become plain
comments so they no longer read as class member docs.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier f6346a6ae1 ui: gate cwd picker and mention picker on effective tool policy
Both checked the global disabled set directly, so a conversation
that disabled file_search still showed search as available.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier a9ea5b9f3d ui: make Settings tools tab edit defaults with category toggles
Adds per-category checkboxes and a caption stating the tab applies
to new conversations; tool picks inside a chat only affect that
chat.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 0de27be4fa ui: skip MCP init when no policy-enabled server remains
Extends the category-level check: the flow also skips MCP init when
every globally-enabled server has its server-scoped group key
disabled in the tool policy.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 473d4a3faf ui: clear MCP server group key in enableAllToolsForServer
The group key disables every tool of the server regardless of
per-tool keys, so re-enabling a server from Settings did nothing
while it was set.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier f51b3cd95c ui: restore reasoning section in mobile add sheet
The sheet rewrite dropped it; the desktop dropdown still has it.
MCP Prompts and Resources stay out of the sheet on purpose.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier f1a9607d0c chore: format 2026-08-27 11:03:12 +02:00
Aleksander Grygier 617d9aed96 ui: skip MCP init when flow policy disables the MCP category
Resolve the effective tool policy before deciding whether to
initialize MCP so flows that will not send any MCP tools skip the
init work. Callers without a policy keep falling back to global
defaults.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 9eb3f7df95 ui: drop unused MCP category toggle from tools panel hook
Per-conversation MCP control is server-granular; no component renders
a whole-category toggle, so remove the dead API.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier d018525528 ui: gate MCP server avatars on conversation tool policy
Servers whose tools are disabled for the current conversation (MCP
category or server-scoped key) no longer show as enabled for the chat.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier c7dd200b37 ui: align preferences section headers with their methods
The Reasoning Effort and Working Directory headers sat above tool
policy methods; move them above setCwd and setReasoningEffort. Also
clarify the disabled tools JSDoc: existing rows with an unset field
have an empty policy, defaults apply only when there is no active
conversation.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 40d590623e ui: fall back to global defaults when agentic flow has no tool policy
Passing empty disabled sets bypassed the global defaults and could
enable tools for callers that do not pass a policy yet.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 38c4721fbd ui: keep tool policy migration running when defaults parse fails
A corrupt disabledToolKeys localStorage entry no longer aborts the
migration; it falls through with empty defaults so legacy MCP server
overrides still get converted.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier c8d5a69767 ui: replace per-conversation MCP overrides with per-conversation tool policy
MCP server enabled state is now global (server.enabled); per-conversation
control moves to disabled tool keys and categories seeded into each new
conversation. Aligns the add sheet with the dropdown options and flattens
MCP tool groups in the tools submenu.

Assisted-by: pi
2026-08-27 11:03:12 +02:00
Aleksander Grygier 539f24529b ui: Move Settings and MCP Servers routes to dialog-based views (#27744)
* ui : open MCP servers in a dialog from the chat form

Replace the MCP servers submenu with a single "MCP Servers" item that opens
a new DialogMcpServers dialog instead of navigating to the /mcp-servers route.

Assisted-by: pi

* ui : browse MCP resources from the server card

Make the Resources capability badge clickable so it opens the MCP resources
browser dialog, and drop the page-only chrome from SettingsMcpServers.

Assisted-by: pi

* ui : remove mcp-servers route and sidebar entry

MCP servers are now managed in a dialog, so drop the dedicated route and the
sidebar icon that navigated to it.

Assisted-by: pi

* ui : remove unused MCP servers submenu component

The submenu was replaced by the MCP servers dialog, so delete the component
and its export.

Assisted-by: pi

* feat(ui): add DialogSettingsChat dialog

* refactor(ui): switch SettingsChat to in-app section navigation

* feat(ui): open settings as dialog from sidebar

* refactor(ui): remove settings route and URL-based settings navigation

* fix(ui): adjust MCP dialogs for new base sizing

* chore: Formatting & linting
2026-08-26 21:07:24 +02:00
Aleksander Grygier 0379a19f09 ui: Update Dialog component styling (#27743)
* feat(ui): make base dialog responsive and support sticky headers

* ui: move dialog close button to the sticky header

Assisted-by: pi

* chore: Formatting & linting
2026-08-26 20:19:19 +02:00
Ryan CandRyan Churaman b114b47397 rpc: support apple RDMA as an RPC transport (#26421)
* rpc: support apple RDMA as an RPC transport

* remove set_tensor micro optimization, rpc socket pinning per CR

* remove transparent reconnect

* trigger apple builds on RPC changes

---------

Co-authored-by: Ryan Churaman <[email protected]>
2026-08-25 20:12:15 +03:00
Kyozzz 1729ed5371 server : reject prefilled assistant messages with tool calls (#27626)
* server: fix tool calls getting silently stripped with --prefill-assistant

Last assistant carries tool_calls + --prefill-assistant is on → request
flips into continuation mode, add_generation_prompt forced off, tail
rebuilt from reasoning_content + content only. Tool calls just vanish.

- Auto-continuation now skips trailing assistant msgs that have tool calls
- continue_final_message on those throws a clear error instead of
  silently corrupting the prompt
- Regression tests included, red before / green after

Fixes #27588

Developed with AI assistance, disclosed per the contribution policy.

* server : address review: fail on prefill-assistant + trailing tool_calls

Move validation into oaicompat_chat_params_parse (next to the existing
two-or-more-assistant check) and remove it from common_chat_templates_apply,
which has no precedent for validation. Drop the regression tests.

Per review: --prefill-assistant with a trailing assistant message
containing tool calls is not supported and should fail loudly.
2026-08-25 09:35:22 -05:00
Aleksander Grygier f1357e4998 ui: ESLint config updates (#27700)
* chore: Spacing between sibling elements in html markup

* chore: Formatting and linting rules
2026-08-25 14:34:34 +02:00
YiChen LvandGeorgi Gerganov f280b26983 metal : per-device tuned (Q, NE) for flash-attn vec (#26570)
* metal : per-device tuned (Q, NE) for flash-attn vec (#25750)

* rebase Q-generic FA vec body from 01dc93607 (#23114)

* add 53 f16 (Q,NE) flash-attn vec instantiations (vec 80 -> 133)

* add FA vec (Q,NE) tuning table + dispatch wiring + SMEM cap fallback

* add  FA vec (Q,NE) perf sweep

* fill tuning result

* fold family table into a per-family representative SKU

* refactor tuning result format

* extend FA vec tuning to quantized KV caches

* sync fa vec tuner bucketing with runtime, use pointwise tuning regret

* update tuned table

* format and cleanup

* prefix fa_vec tuning procs with ggml_backend_metal_tuning_, drop unused fa_vec_override_active

* add device id -> token lookup for the offline tuning tool

* add ggml-metal-tuning skeleton

* add op-agnostic perf cell + median timing for the tuner

* add FA-vec graph build + tensor init to the tuner

* tools : add FA-vec (Q,NE) sweep, compression and table emit

* cool down and re-measure the dirty window on thermal drift

* test-backend-ops : replace the FA vec tune mode with a bounded (Q,NE) slice

* tools : document the Metal tuner, point the table comment at it

* abort on unknown KV type, single-source fa_vec_legal_ne

* cleanup

* honor -o in the FA vec (Q,NE) slice

* retune FA-vec (Q, NE) under a pointwise no-harm gate

* cont : add fa-vec tunings for M1 Pro, M2 Ultra, M5 Max

---------

Co-authored-by: Georgi Gerganov <[email protected]>
2026-08-24 19:22:27 +03:00
Xuan-Son Nguyenandrkfg 160c6b0bdd mtmd: video: fix moov atom at the end of file (#27596)
* mtmd: video: fix moov at the end of file

Co-authored-by: rkfg <[email protected]>

* fix SIGPIPE

* windows: handle broken pipe case

---------

Co-authored-by: rkfg <[email protected]>
2026-08-24 09:59:04 +02:00
Aleksander Grygier d05f89562d fix: Change chat tabs nav shortcuts (#27609) 2026-08-23 19:37:19 +02:00
Georgi Gerganov 8d9af25633 test : fix multi-GPU server tests (#27614)
* tests : fix tests for multi-gpu environment

* cont : not needed
2026-08-23 19:59:42 +03:00
Xuan-Son Nguyen 4a08fa2970 test: move tools/parser to tests (#27548) 2026-08-23 18:38:51 +02:00
Xuan-Son Nguyen 56db501e73 mtmd: use pillow-accurate algo, correct resize_algo for all models (#27594)
* mtmd: use pillow-accurate resize algo, correct resize_algo for all models

* speed optimization
2026-08-23 18:35:41 +02:00
Georgi Gerganov e8eed4525a server : add LLAMA_SERVER_SLOTS_N_DIFF (#27600) 2026-08-23 15:55:51 +03:00
Aleksander GrygierandPascal 8144f3192e ui: Chat Conversation Tabbed navigation (#27263)
* ui : add browser-style conversation tabs store

Track open conversation tabs in order, persisted to localStorage and
pruned against the loaded conversation list on init. The chat layout
syncs the route's tab on every navigation, so any way of reaching a
conversation opens a tab for it.

* ui : add temporary new-chat tabs

New-chat tabs are unsaved conversations carrying a temporary id used
directly as the route (#/chat/<id>). They live in memory and are only
persisted to the database - keeping the same id so the route and tab
stay stable - when the first message is sent. Deleting one drops it
without confirmation, and deleting conversations now closes their tabs.

* ui : render conversation tab bar in chat layout

Desktop-only tab bar above the chat screen, one tab per open
conversation or new-chat tab. The active tab follows the route id;
clicking navigates, middle-click or the close button closes (switching
to the left neighbor), and a trailing + starts a new chat. Tabs appear
only on chat-id routes; the bare #/ new-chat view has none. The bare
route stays put unless a prompt/model deep-link routes it to a new-chat
tab.

* ui : route new-chat entry points through tabs

The sidebar New chat item, Cmd+Shift+O, the search page and the
arrow-key fallback now open a new-chat tab instead of navigating to the
?new_chat URL, which is removed. New chat is no longer a special route
but a tab like any other conversation.

* ui : track sidebar expanded state in a shared ui store

Move the desktop sidebar expanded/collapsed state out of deviceStore into a
dedicated uiStore so the chat tab bar can react to it.

Assisted-by: pi

* chat : add opt-in conversation tabs setting

Add a Display setting that turns browser-style conversation tabs on or off,
enabled by default.

Assisted-by: pi

* chat : add browser-style conversation tabs with a new-chat screen

Track open conversations as tabs above the chat, one per open chat, plus a
single New chat tab for the bare `#/` route. New chat is just the `#/`
screen - no temporary conversations - and its tab is dropped when navigating
away. Sending the first message creates a real conversation and opens a tab
for it.

Assisted-by: pi

* chat : turn tab bar into a horizontally scrollable carousel

Make the tab bar a horizontally scrollable carousel with edge scroll buttons
and active-tab centering, and align its styling with the sidebar.

Assisted-by: pi

* chat : restyle the scroll-to-bottom button to match tab styling

Assisted-by: pi

* chat : add close-tab keyboard shortcut

Assisted-by: pi

* chat : soften tab bar fade and dim inactive tabs

Assisted-by: pi

* feat: Add stop button to tabs

* refactor: Componentize

* ui : fix carousel scrollability detection

Observe the content wrapper as well as the container, since adding overflowing items does not change the container's own box size. Also expose an onScrollableChange callback.

Assisted-by: pi

* ui : add unified ScrollCarousel component

Single carousel component with top/center variants, gap and scroll options, and hover-revealed chevrons. Rename the HorizontalScrollCarousel accessibility story accordingly.

Assisted-by: pi

* ui : migrate carousels to ScrollCarousel

Switch the settings mobile header, attachments list, thumbnail strip, and MCP resources to the unified component, and drop HorizontalScrollCarousel.

Assisted-by: pi

* ui : improve chat tabs carousel UX

Scroll newly added tabs into view, fade overflowing tabs at the edges, and hide the New chat button while a new-chat tab is open.

Assisted-by: pi

* refactor: Naming

* chat : add keyboard shortcut to jump between conversation tabs

Shift+Cmd/Ctrl+Left/Right cycles the open tabs, mirroring the existing
Shift+Cmd/Ctrl+Up/Down conversation navigation.

Assisted-by: pi

* chat : make the whole tab item act as a link

The full tab is now a link instead of only the inner label button, while
the stop and close buttons stay interactive by swallowing their clicks.

Assisted-by: pi

* chat : adjust tab bar width and use a shared offset variable

Widen the tab bar for the expanded sidebar and rename the tab bar height
variable to --chat-tabs-offset with a smaller value so the chat screen
min-height accounts for the overlay without overshooting.

Assisted-by: pi

* chat : account for the tab bar offset in the assistant min-height

Subtract the tab bar offset when it is shown so the last assistant message
does not overflow the available viewport space.

Assisted-by: pi

* refactor: Post-review fixes

* ui : restore deep links on the chat start page

- handle ?model selection, with ?load=true eager router loading
- ?q now creates a conversation, sends the prompt, and clears the params
- show the not-available-model dialog for unknown models
- never block mount on the conversation list

Assisted-by: pi

* ui : fix tab item link nesting and centralize tab constants

- the tab anchor covers the whole item while stop/close stay siblings,
  so interactive elements are never nested inside the anchor
- cmd/ctrl/middle clicks are left to the browser (new window)
- extract the tab labels, the active-tab data attribute, and the
  sidebar-offset max widths into constants

Assisted-by: pi

* ui : tidy scroll carousel hook and keep mobile header arrows on

- drop the dead scrollLeft/scrollRight helpers and the unused
  onScrollableChange/scrollBy props
- init the carousel once instead of inside a derived
- restore items-start on the center variant
- always show the settings header arrows on touch

Assisted-by: pi

* ui : keep the new-chat tab across reloads and fall back on close

- the new-chat sentinel is no longer pruned on init, so reloading on
  the bare new-chat route keeps the tab the user is on
- closing the active conversation falls back to the new-chat screen
  when Conversation tabs are off

Assisted-by: pi

* ui : don't block startup on the conversation list

- prune persisted tabs after the list loads in the background instead
  of awaiting it during init
- openNewChat now returns void; its return value was never read

Assisted-by: pi

* ui: fix routing nits

* chore: Update doc comments

* refactor: Mark fire-and-forget openNewChat calls as `void`

* chat: fix the deep-linked prompt, the tab width and the tab shortcuts

The chat start page creates the conversation and hands the prompt over
to the chat route, which still sees it in the query string. Sending it
on both sides queues the second copy as a pending message, which shows
up as a stray user bubble once the answer lands and vanishes on reload
since it never reaches the database.

The tab bar takes the max width of the collapsed sidebar while it is
expanded, and the other way round.

The tab list is pruned against a snapshot of the loaded conversations,
so a conversation created while that list is still loading loses its
tab even though the route just opened it. The active tab then falls out
of the list and the cycling shortcut jumps to an edge on every keypress
instead of moving one tab over. Tabs synced from the route are kept as
they are, only the persisted ones are pruned.

The rich chat input claims ctrl or alt with shift and an arrow for its
badge-aware word jump, which now belongs to the tab cycling shortcut.
Holding shift hands the key combination over, the plain word jump is
unchanged.

The close-tab shortcut consumes the event before checking whether the
setting is on, and the logo background loses its importance flag.

---------

Co-authored-by: Pascal <[email protected]>
2026-08-23 10:46:49 +02:00
Xuan-Son Nguyen b21e4de745 mtmd: use ggml_rope_set_offset (#27521)
* mtmd: use ggml_rope_set_offset

* add comment
2026-08-22 16:33:47 +02:00
Xuan-Son Nguyen d9f918d2d0 common: add json.h abstraction (#27511)
* add common/json

* migrate common

* adapt jinja

* migrate server

* big wip

* migrate tests

* wip

* revert some excessive changes

* wip

* wip 2

* revert redundant changes

* fix server crash

* various fixes

* fix ci

* harden a bit

* clean up

* rm json-shim

* add some comments

* rm redundant decl
2026-08-22 16:28:28 +02:00
Xuan-Son NguyenandPascal 2fb989b9e7 fit: also take into account n_streams (#27496)
* fit: also take into account n_streams

* server: make the draft context follow the target context

With a non-unified KV cache the target context now holds n_ctx_train
tokens per sequence, while the draft context was still created with
n_ctx = 0 and fell back to n_ctx_train / n_streams per sequence. A slot
filled beyond that point makes the draft batch fail to decode, and the
server answers 500 on the request.

The draft context now takes its size from the target context, so both
hold the same number of tokens per sequence. Contexts that share their
cells with the target no longer need the kv_size override.

The memory reserved for the draft model before fitting is measured at
the largest context the target can take, since the draft context grows
with the target and a fixed byte margin cannot express that.

* fit: take an optional second model into account

Illustrates the alternative discussed on the draft context fix. The
memory of a draft or MTP context is currently handed to the fit as a
fixed byte margin, which cannot express a memory that grows with the
context the fit is still deciding on.

common_fit_params now takes an optional second model that shares the
devices of the main one. Its context follows the main context and its
memory is measured again whenever that context changes, so the reduce
path stays exact instead of conservative. A model that cannot be
measured on its own, such as a shared cell MTP context, is skipped with
a warning and the main model is fitted alone.

This drops the reservation block in the server, which no longer has to
probe the trained context size of the target to guess an upper bound.

---------

Co-authored-by: Pascal <[email protected]>
2026-08-22 16:16:06 +02:00