1284 Commits
Author SHA1 Message Date
Adrien GallouëtandGitHub e192abb406 server : add missing headers (#28795)
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2026-09-12 11:23:54 +02:00
PascalandGitHub c069aa7f5f server: frame the router child state command as a whole line (#28747)
The child writes its state commands on stdout while the logger writes
on stderr, and both share a single pipe. The logger emits the trailing
color reset after the newline of a debug, warn or error entry, so that
escape sequence has no newline of its own and the router reads it glued
in front of the next command. The line prefix check then fails and the
command is forwarded as a log line instead of being handled, which
leaves a finished download stuck in the downloading state.

Writing the command with a leading newline closes the pending line so
it always starts at a line boundary.
2026-09-12 07:38:50 +02:00
82d6bb284d server: refactor subproc handling (#28555)
* server: refactor subproc handling

* fix Windows build

* download: keep concurrent downloads of one blob apart

Every process writes the same path + .downloadInProgress, so a second
download of the same blob finds that file, takes it for its own partial
transfer and asks for the bytes after it, which produces a corrupt
result. The in-progress file now carries the pid of the process writing
it.

std::rename also replaces an existing destination on POSIX but fails on
Windows, so a download whose blob appeared in the meantime is dropped
after every retry and an etag rewrite silently keeps the old value.
std::filesystem::rename has the POSIX behaviour everywhere, and the
error now carries the reason reported by the system.

* Revert "download: keep concurrent downloads of one blob apart"

This reverts commit 917b83f149.

* tests: serialize the router tests that download the same model

Parallel workers share one cache, so the two tests fetch the same blob
into the same in-progress file and race to rename it. They now take a
file lock around the download, like the session fixture does for the
preset models.

* Revert "tests: serialize the router tests that download the same model"

This reverts commit c368a4a98c.

---------

Co-authored-by: Pascal <admin@serveurperso.com>
2026-09-12 00:53:07 +02:00
8ea290247c cmake : skip PCH for llama-server PCH when using MSVC (#28763)
This commit fixes an issue that I introduced when adding PCH
(precompiled headers) in Commit 3bcfeb700f
("cmake : add PCH and unity build to improve build times (#28091)".

See linked issue for details.

Co-authored-by: mjungnickel18
Co-authored-by: Pascal <admin@serveurperso.com>

Resolves: https://github.com/ggml-org/llama.cpp/issues/28758
Refs: https://github.com/ggml-org/llama.cpp/actions/runs/34592933983/job/103262608990#step:9:1284
2026-09-11 21:36:52 +02:00
PascalandGitHub 8172e6577a tests: tolerate a shared pool abort in test_completion_unified (#28759)
The expected success table holds when the four requests enter the shared
pool together. On a loaded runner they are admitted tens of milliseconds
apart, the slot lifetimes overlap differently and the pool overflows
while a short request is still resident. The decode failure aborts every
slot, so a request the table marks as successful comes back with the
context error instead of its generation.

Such a request now passes on that error too, while any other status, a
different error or a truncated generation still fails the test.
2026-09-11 15:50:12 +02:00
Daniel BeveniusandGitHub 3bcfeb700f cmake : add PCH and unity build to improve build times (#28091)
* scripts : add initial profiling script (wip)

* src : add precompile headers (PCH) for models.h

* common : add common.h as PCH

* ggml : add PCH for ggml-impl.h

* mtmd : use PCH for models.h

* scripts : add script to build with Server/Tools/Tests

* server : add PCH for common.h

* docs: add profiling progress notes (wip)

* ggml : add exclude for GCC + SVE on ARM

Refs: https://github.com/ggml-org/llama.cpp/actions/runs/33393906061/job/99493756214?pr=28091

* ggml : attempt to fix use of std::hardware_destructive_inference_size

Refs: https://github.com/ggml-org/llama.cpp/actions/runs/33396221677/job/99501265689?pr=28091

* squash! ggml : attempt to fix use of std::hardware_destructive_inference_size

Add a version check for GCC 12 to conditionally apply the `-Winterference-size`
pragma.

* editorconfig : exclude profiling reports dir

This directory will not be included in the merge later and this commit
can be ignore at that point. Just fixing to keep CI happy.

* ggml : skip PCH for gcc on non-x86 architectures

* tests : add PCH for peg-parser/tests.h

There are 7 peg-parser tests that can share one PCH instead of then each
parsing the full tests.h.

* common : add PCH for chat.h

* docs : update linux build profiling full results

Just updating after a number of PCH additions. These are not exact
figures and will vary a bit from run to run, but they give a general idea
of the performance impact of PCH.

* cmake : introduce unity build for models

This commit introduces a unity build for the models to improve
compilation time.

The improvements were roughly the following:
```console
+------------------------+-----+------------+------------+------------+
| Build                  | TUs | Frontend   | Backend    | Total      |
+------------------------+-----+------------+------------+------------+
| Full,    master        | 396 |   811.0 s  |   692.2 s  | 1,503.2 s  |
| Full,    with PCH      | 405 |   380.0 s  |   664.7 s  | 1,044.7 s  |
| Full,    with PCH + UB | 264 |   357.7 s  |   635.7 s  |   993.4 s  |
+------------------------+-----+------------+------------+------------+

TU   = Translation Unit.
Full = includes Server, Tools, and Tests.
PCH  = precompiled headers.
UB   = unity build for models.
```

* docs : update linux profiling table with unitiy build results

* docs : update mac profiling results to include unity build [no ci]

* docs: remove profiling reports

* scripts : merge build profile scripts into one script

I was lazy before and just copied the first script to enable Tests,
Server, and Tools. This now merges them into a single script.

* Revert "editorconfig : exclude profiling reports dir" [no ci]

This reverts commit 2922a12118.

* src : rename ggml_view_2d_slice to gemma3n_view_2d_slice

This is to be consistent with the rename in gemma4.cpp which was
required to avoid a name clash.

* cmake : add build profile script for windows [no ci]

This commit adds a port of the scripts/build-profile.sh script to
windows powershell.

This was developed on Windows on ARM but should work on X64 as well but
needs to be tested there as well.
2026-09-11 13:01:29 +02:00
Jesus GulfoandGitHub b0dcb8192b server: fix speculation after an image (#28715)
* server: fix speculation after an image

Pass the actual position to the drafter after an image, instead of the
token count. Affects every drafter, not just DFlash.

* rename draft n_past to pos0

n_past is used to denote number of tokens and this parameter is meant to be a position
2026-09-11 11:33:26 +03:00
Sigbjørn SkjæretandGitHub 4b98ab805a py : lower numpy to 2.2.6 (#28654)
* Revert "py : bump numpy to 2.4.6 (#28649)"

This reverts commit 9cf3bf256b.

* bump numpy to 2.2.6
2026-09-09 15:56:27 +02:00
Sigbjørn SkjæretandGitHub 9cf3bf256b py : bump numpy to 2.4.6 (#28649) 2026-09-09 14:59:37 +02:00
Aaron TeoandGitHub 14a9d09f75 args: officially deprecate --mmap|mlock|dio (#28334)
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
2026-09-09 18:36:27 +08:00
Xuan-Son NguyenandGitHub 6de9cdb26b mtmd: propagate video ID to bitmap (#28601) 2026-09-09 10:37:36 +02:00
Foad Abo DahoodandGitHub 5d806aa257 server : apply checkpoint min-step eviction only when the checkpoint list is full (#28302)
The spacing eviction in create_checkpoint() keeps the oldest checkpoint and
erases every later one within checkpoint_min_step of it. For prompts shorter
than checkpoint_min_step this drops the checkpoint at n_tokens - 4 that the
next request resumes from, so hybrid/recurrent models re-prefill from the
previous checkpoint instead. Apply the spacing rule only once the list is at
n_ctx_checkpoints, and replace an existing checkpoint at the same n_tokens
instead of appending a duplicate.
2026-09-08 16:01:03 +03:00
Aman GuptaandGitHub 415e909d84 spec: single device drafter should create meta backend wrapper (#28390) 2026-09-08 20:44:33 +08:00
Pepper GrayandGitHub ca86fb222e llama : add missing headers (#28566)
* fix compile-error: add missing header

Bug: #28557
Signed-off-by: Pepper Gray <hello@peppergray.xyz>

* fix compile-error: add missing header

Bug: #28559
Signed-off-by: Pepper Gray <hello@peppergray.xyz>

* fix compile-error: add missing header

Bug: #28560
Signed-off-by: Pepper Gray <hello@peppergray.xyz>

* fix compile-error: add missing header

Bug: #28561
Signed-off-by: Pepper Gray <hello@peppergray.xyz>

* fix compile-error: add missing header

Bug: #28562
Signed-off-by: Pepper Gray <hello@peppergray.xyz>

* fix compile-error: add missing header

Bug: #28564
Signed-off-by: Pepper Gray <hello@peppergray.xyz>

---------

Signed-off-by: Pepper Gray <hello@peppergray.xyz>
2026-09-08 12:59:53 +02:00
Georgi GerganovandGitHub 5a6caa05fc ggml : update ggml_prec specification (#26675)
* ggml : update ggml_prec specification

[no ci]

* cont : add GGML_PREC_BF16

* cont : rework API

* cont : use new API

* cont : swap arg order

* cont : support for MUL_MAT_ID

* cont : fix accidental remove of "break;"

* cont : return bools, add doc TAG_GGML_PREC, clean-up

* cont : add search tag

* cont : ws
2026-09-08 09:06:24 +03:00
160bd031b2 server: fix LRU hang on multiple requests same model (#28539)
* server: fix LRU hang on multiple requests same model

* server: keep a queued model out of the victim pool until its waiters leave

A waiter that gave up while its model was still loading left the
model idle with no request behind it, and nothing recounted the free
slots, so a second request queued behind it stayed queued forever.
tick() was only driven by requests: join, claim and the end of a
proxied request.

Keep the queue entry alive after a successful claim so the model
coming up is never picked as a victim before its waiters use it, and
recount the slots on every status change and whenever a waiter
abandons the queue. The model is then evicted as soon as it comes up
with nobody left to serve.

---------

Co-authored-by: Pascal <admin@serveurperso.com>
2026-09-07 15:50:46 +02:00
Aleksander GrygierandGitHub 0afb805b19 ui: Improve Chat Messages rendering performance (#28460)
* ui : update active conversation fields in place

updateCurrentNode, applyConversationUpdate, updateConversationTimestamp
and the pin toggle replaced the whole activeConversation object, so its
identity changed on every send, tool result and rename. ChatMessages
tracks that identity to refresh sibling info, so each replacement
triggered a full refetch of every message in the conversation. Write the
changed fields instead, mirroring updateMessageAtIndex.

Assisted-by: pi:zai-org/GLM-5.3

* ui : reuse the conversation load read for sibling info

Opening a conversation read every message from the database twice: once
in loadConversation for the active path, once in ChatMessages for the
sibling map. Hand the freshly read array over once so the chat screen
builds sibling info from it, and set the conversation and its messages
in one sync block so effects never see the new conversation paired with
the previous one's messages.

Assisted-by: pi:zai-org/GLM-5.3

* ui : memoize leaf walks in sibling map build

buildSiblingInfoMap resolves each sibling's leaf by walking the last-child
chain, once per sibling per message, so the walk repeats along the same
chains for every message in the conversation ( O(messages^2) on long
chats ). Memoize leaf resolution per build with path compression so each
edge is walked once.

Assisted-by: pi:zai-org/GLM-5.3

* ui : skip sibling refetch for in-place message edits

refreshAllMessages refetches every message of the conversation just to
rebuild sibling info, but preserve-responses and non-branching assistant
edits never create branches, so the sibling map stays valid. Refresh only
after actions that branch (editWithBranching kept) or delete.

Assisted-by: pi:zai-org/GLM-5.3

* ui : drop unused currentResponse reactive writes

Nothing reads chatStore.currentResponse, but setChatStreaming reassigned
it on every streamed chunk, so each token paid a reactive write and string
assignment for nothing. Remove the field and the clearUIState wrapper
that only reset it.

Assisted-by: pi:zai-org/GLM-5.3

* ui : reuse completed agentic turn sections during streaming

deriveAgenticSections runs in a $derived invalidated per streamed chunk,
but re-derived every turn of the session each time, so per-chunk cost grew
with session length. Cache completed turns keyed by their assistant message
plus reference checks on every field that feeds derivation; only the
streaming turn recomputes. Cache hits return the same section objects, so
tool block props stay stable and skip their per-chunk re-derive.

Assisted-by: pi:zai-org/GLM-5.3

* ui : share markdown block infrastructure

Every markdown block duplicated shared work: a full copy of the hljs
theme CSS per instance, and the remark/rehype plugin chain rebuilt on
every processMarkdown call ( once per block at mount, again per coalesced
chunk while streaming ). Use the single theme style element already
maintained by SyntaxHighlightedCode, and build pipelines once - shared
process-wide for attachment-less blocks, cached by attachments identity
otherwise.

Assisted-by: pi:zai-org/GLM-5.3

* ui : measure assistant layout only for the last message

Every assistant message ran getComputedStyle, getBoundingClientRect and
a ResizeObserver over the previous user bubble at mount, even off-screen
ones, forcing a layout pass per message while a long conversation
renders. The measured vars only feed the :last-child min-height rule, so
gate the effect on isLastAssistantMessage; one measurement and one
observer remain, and the effect re-runs when the last message changes.

Assisted-by: pi:zai-org/GLM-5.3

* ui : trim whole-blob scans in tool block headers

Tool block headers parsed their entire blobs at mount, even collapsed,
and most tool results and args are large plain text or embedded file
content: skip JSON.parse unless the blob starts with a JSON container,
prefilter search-result extraction with a Title:/URL: substring check,
and match the end-anchored exit-code marker against only the tail of exec
outputs.

Assisted-by: pi:zai-org/GLM-5.3

* ui : parse write_file and edit_file titles without the content blob

Both block headers parsed the full args JSON at mount, even collapsed, and
write_file and edit_file args embed the whole file content or edit
strings, so every block paid a full-blob JSON parse just to read the path.
Split the meta into a title tier that extracts the path with a targeted
key match (full parse only as fallback) and a body tier that keeps the
full parse; Svelte deriveds are lazy, and the body snippet renders only
while the block is expanded, so collapsed blocks no longer parse args.

Assisted-by: pi:zai-org/GLM-5.3

* ui : mount chat messages lazily near the viewport

Every message row mounted its full component tree on load, so the cycle
collector, GC and layout invalidation kept walking every live object and
DOM node even for rows the user never scrolls to - which dominated the
profile of long conversations. Wrap each row in a placeholder with an
IntersectionObserver ( two viewport heights of runway ) that swaps in the
real ChatMessage when the row approaches the viewport; the row shell
keeps the content-visibility sizing, and rows stay mounted once
realized. Rows targeted by the pending-edit flow mount eagerly.

Assisted-by: pi:zai-org/GLM-5.3

* ui : smooth the chat navigation animations

Slide the centered new-chat form to the bottom edge with a transform
instead of a bottom offset - layout-property transitions need the main
thread every frame and stutter while a long conversation loads, while
transform transitions run on the compositor. Fade the message list in
with a CSS animation keyed to the conversation id, disabled under
prefers-reduced-motion.

Assisted-by: pi:zai-org/GLM-5.3

* ui : follow the svelte runes guidance in chat message code

Two effects detected changes with manual previous-value refs and reset
flags. The permission request carries object identity, so its dismissal
is now a derived comparing the dismissed request; the continue request
is a bare boolean, so its dismissal only shrinks to a reset while no
request is pending. Also drop a dead if (browser) guard in the markdown
theme loader - effects never run on the server.

Assisted-by: pi:zai-org/GLM-5.3

* test : pin the chat perf invariants in the unit suite

Cover the fixes whose silent regression would be stale or wrong UI rather
than a crash: the turn-section cache must reuse unchanged turns yet
recompute on every field it compares; the sibling map must resolve the
same leaves after the leaf-walk memoization; the active conversation must
keep its identity through field updates; and the blob gates ( exec tail
window, plain-text result gate, search prefilter ) must keep accepting
what they gate. Only the risky invariants are pinned - no coverage for
coverage's sake.

Assisted-by: pi:zai-org/GLM-5.3

* refactor : address review remarks

Name the tool-arg string-field pattern, move the file tools' path field
aliases and the JSON container gates into lib/constants, and export the
write_file / edit_file meta types from $lib/types instead of the parser
modules.

Assisted-by: pi:zai-org/GLM-5.3
2026-09-06 10:52:40 +02:00
Xuan-Son NguyenandGitHub 7620399f58 common: add --log-jsonl (#28437)
* common: add --log-jsonl

* rename unknown to none
2026-09-06 08:21:22 +02:00
Adrien GallouëtandGitHub c457e3bf7f ui : embed assets directly with CMake (#28445)
Remove the build-time C++ helper and external gzip dependency,
simplifying cross-compilation. Keep the generated C++ in templates for
readability and preserve fully embedded UI assets.

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2026-09-06 07:49:39 +02:00
nachobhandGitHub 85d5703a3b ui : fix MCP image attachments not displayed in tool block (#25789) (#28089)
* ui : fix MCP image attachments not displayed in tool block (#25789)

Fixes regression from #25450 where ChatMessageAgenticContent passed
message.extra instead of section.toolResultExtras to tool blocks,
leaving tool images invisible. Also fixes TOOL_RESULT_JSON_OPEN_REGEX
which misclassified "[Attachment saved: ...]" as JSON.

Fixes #25789

Assisted-by: Muse Spark

* Addressed PR comments: 1.- Removed ·?? mesage?extra· as it has no case left to cover 2.- Added ·[\· to cover the case of ·[[1, 2], [3, 4]]· case suggested in the PR comment 3.- Added unit test for covering up this regex case

* ui : fix MCP image attachments not displayed in tool block (ggml-org#25789) - Addressed lint error on regex (redundant \)
2026-09-04 19:53:16 +02:00
Tom TanandGitHub 1863ac0333 ui: export conversations from database instead of cached store (#27432) 2026-09-04 15:13:10 +02:00
Xuan-Son NguyenandGitHub 163a40796f model, mtmd: fix gemma4 vision handling (#28335)
* model, mtmd: fix gemma4 vision handling

* nits
2026-09-04 12:23:27 +02:00
Evan HuusandGitHub d509cb1e86 Don't use npx inside a package.json script (#28270) 2026-09-04 10:27:56 +02:00
Daniel BeveniusandGitHub 42f0225fea server : use pytest-xdist for server tests (#28298)
* server : use pytest-xdist for server tests

This commit adds pytest-xdist to the server tests. This is pytest
plugin that distributes test execution across multiple CPU cores.

Assisted-by: pi:llama.cpp/qwen3.8-27B

Refs: https://github.com/ggml-org/llama.cpp/pull/26734#issuecomment-5220707042

* remove server_base_port and BASE_PORT

* use worksteal and pytest builting tmp_path
2026-09-03 15:04:30 +02:00
Xuan-Son NguyenandGitHub de8656bd94 mtmd: propagate const to preproc class (#28310) 2026-09-03 12:57:10 +02:00
Mads MarquartandGitHub f45576aa86 mtmd : add const in various places (#28307)
* mtmd : mark context as const in more methods

Mark `mtmd_context` as `const` in:
- mtmd_bitmap_init_lazy
- mtmd_tokenize
- mtmd_tokenize_from_parts
- mtmd_helper_support_video
- mtmd_helper_bitmap_init_from_file
- mtmd_helper_bitmap_init_from_buf
- mtmd_helper_video_init
- mtmd_helper_video_init_from_buf
- mtmd_helper_model_can_chat

The tokenization functions in particular are useful to have marked
`const`, as that allows more easily telling the compiler that we can
safely tokenize from multiple threads (`mtmd_tokenize` is already
documented as thread-safe, this just reifies that in the signature).

* mtmd : mark tokenization input pointer as const

Mark the `bitmaps` and `parts` pointers in `mtmd_tokenize` and
`mtmd_tokenize_from_parts` as `const`. This allows more easily calling
these with immutable arrays / vectors.

* mtmd : mark llama_context as const in mtmd_helper_model_can_chat
2026-09-03 12:12:49 +02:00
Xuan-Son NguyenandGitHub 67a17c17ca mtmd: fix idefics3 preproc (#28273) 2026-09-03 01:00:57 +02:00
AbhiramandGitHub 9cffdcc801 server : accept data: URLs for input_video and input_audio (#27735)
* server : accept data: URLs for input_video and input_audio

input_video and input_audio passed accept_base64_uri=false to
handle_media(), so data: URLs got treated as raw base64 strings and
failed later with a confusing media probe error (#27724).

pass true for these two content types the same way image_url already
does, and allow video/audio mime types in the data: url check instead
of image only. data URL validation now throws std::invalid_argument so
malformed input comes back as 400 instead of 500, matching the other
input validation in this file.

* server : simplify handle_media and drop unused accept_base64_uri flag

* server : update comment and add unit test for invalid data URI MIME
2026-09-02 22:24:31 +02:00
Xuan-Son NguyenandGitHub 7339054744 mtmd: add mtmd_tokenize_from_parts() (#28250)
* add mtmd_tokenize_from_parts

* use it in mtmd-cli

* move add_special to call level
2026-09-02 21:20:10 +02:00
Xuan-Son NguyenandGitHub 9400c8946e model: correctly support input vision for deepseek4 (#28154)
* model: correctly support input vision for deepseek4

* nits
2026-09-02 19:14:46 +02:00
e750b887a8 common, server : enable preserve_reasoning kwarg by default, log its effective state (#28174)
* common, server : enable preserve_reasoning kwarg by default, log its effective state

If the preserve_reasoning chat template kwarg is not specified explicitly
via --reasoning-preserve / --no-reasoning-preserve, it is enabled by
default after argument processing. The server logs the effective state of
the kwarg, warns that it is enabled by default when the template supports
it, and only warns "has no effect" when it was enabled explicitly on a
template that does not support it. Setting the kwarg via
--chat-template-kwargs is deprecated.

Assisted-by: pi:llama.cpp/Qwen3.8-27B

* cont : update comment

Co-authored-by: Xuan-Son Nguyen <son@huggingface.co>

---------

Co-authored-by: Xuan-Son Nguyen <son@huggingface.co>
2026-09-02 19:19:54 +03:00
Xuan-Son NguyenandGitHub 7798007a29 mtmd: support DeepSeek-V4-Flash-Vision-Exp (#28133)
* mtmd: support DeepSeek-V4-Flash-Vision-Exp

* handle min/max token counts from CLI

* rm debugging

* use GGML_ROPE_TYPE_VISION

* nits

* apply review comments

* correct token count
2026-09-02 16:43:43 +02:00
PascalandGitHub 0f3a71be15 mtmd: Fix Qwen3-tts-0.6b (#28231)
* mtmd: load the qwen3-tts code predictor proj_in as optional

The talker and the code predictor share the hidden size on the 0.6B
checkpoints, so the reference builds no small_to_mtp_projection and
the conversion emits no tensor for it. The graph already falls back
to identity when the weight is missing, the loader now agrees.

* mtmd: keep the qwen3-tts code predictor ffn_down in F32

The code predictor carries a massive activation: its layer 2 FFN
intermediate peaks around 1.5e5, well past the 65504 ceiling of F16.
mul_mat casts its input to the weight type, so an F16 ffn_down turns
that peak into inf, the residual follows, and the next rms_norm yields
NaN. Reference forward in float32 gives 145109 against 145396 measured
in the graph.
2026-09-02 12:46:16 +02:00
PascalandGitHub 774ee0e200 ui: copy the displayed text of grouped agentic responses (#27832)
* ui: copy the displayed text of grouped agentic responses

Agentic sessions render as a single entry anchored on the first
assistant turn, whose content is typically just the first tool call,
so the copy button wrote an empty string to the clipboard. Derive the
text sections of the whole session and copy them joined, matching the
visible response. Plain messages keep the previous behavior.

* const
2026-08-31 17:48:43 +02:00
a7cc83bbae rpc: avoid serializing buffers from other servers (#26500)
* rpc: avoid serializing buffers from other servers

Only include remote buffer pointers when the buffer belongs to the RPC dispatcher receiving the graph. Add a two-server regression test for cross-server tensor serialization.

Assisted-by: Codex

* cont : add ref

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2026-08-30 20:26:16 +03:00
Georgi GerganovandGitHub bebc9350ec common: rename --tensor-read-lazy to --lazy-mode, add -lzm shorthand (#27969)
Rename the --tensor-read-lazy CLI argument to --lazy-mode, to match the
internal lazy_mode parameter, and add a -lzm shorthand. Sync the READMEs.

Assisted-by: pi:llama.cpp/Qwen3.8-27B
2026-08-30 09:18:10 +03:00
Xuan-Son NguyenandGitHub 50f068ffff bench: add --tensor-read-lazy (#27881)
* bench: add --tensor-read-lazy

* rm the alias

* rename to LLAMA_LAZY_MODE_*
2026-08-28 20:51:05 +02:00
18443257a3 server: add ctx-per-slot (--kv-unified-per-slot) (#24124)
* Add ctx-per-slot argument for unifid KV cache

* Swap out ctx fractions for ctx pool slots

* Formatting cleanup

* Remove ctx-pool-slots, make ctx-per-slot an int

* refactor it

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2026-08-27 22:39:14 +02:00
Xuan-Son NguyenandGitHub 732707dff2 quantize: cap working memory size to avoid loading big tensors onto RAM (#27795) 2026-08-27 18:31:13 +02:00
Xuan-Son NguyenandGitHub fac889fb38 llama: model_loader: add TENSOR_READ_LAZY (#27794)
* llama: model_loader: add TENSOR_GET_ROW_LAZY

* add --tensor-read-lazy

* rename to TENSOR_READ_LAZY

* gen docs

* address comments
2026-08-27 15:14:34 +02:00
Aleksander GrygierandGitHub cae63579b6 ui: Improve Chat Form Actions UI/UX (models selector, add panel) (#27746)
* ui : strip trailing container-format segments from parsed model names

* ui : show reasoning and modality icons on model options and search by modality

* ui : keep reasoning submenu visible regardless of model state

* ui : add show-org-name-in-trigger display setting

* ui : move model list into a submenu within the model selector

* ui : make model option hover and focus highlight override the active state

* ui : add raw model id tooltip to model selector options

* feat: Enable microphone input as default for audio models

* ui : fix eslint issues in chat form and model selector

* ui: show modality icons instead of file submenu in chat add menu

Assisted-by: pi

* chore: Format

* chore: Format

* ui: add ModelCapability enum and shared modality/capability icon constants

Assisted by: pi:GLM-5.3-Flash

* ui: derive modality badge icons and labels from shared constants

Assisted by: pi:GLM-5.3-Flash

* ui: split model option icons into capabilities and modalities

Replace the supportsThinking flag on ModelId with a capabilities object
keyed like ModelModalities, so future capabilities (tool calls, etc.)
slot in alongside reasoning. Icons and labels now come from the shared
CAPABILITY_ICONS/MODALITY_ICONS constants.

Assisted by: pi:GLM-5.3-Flash
2026-08-27 14:47:36 +02:00
Aleksander GrygierandGitHub fe235f4343 ui: Replace per-conversation MCP overrides with per-conversation tool policy (#27745)
* 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

* 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

* 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

* 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

* 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

* 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

* 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

* chore: format

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* fix: UI for Model Information dialog

* 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

* 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 13:08:01 +02:00
Gaurav GargandGitHub 2bb9bddafa spec: Add benchmark-only synthetic speculative acceptance options (#27711)
* Add benchmark-only synthetic speculative acceptance to llama-server and llama-cli

* Address review comments

* Address review comments

* Add some comments in the code
2026-08-27 13:53:42 +03:00
Xuan-Son NguyenandGitHub f29551215b args: add --video-* CLI arguments (#24318)
* args: add --video-* CLI arguments

* gen docs

* nits

* add mtmd_helper_init_opt
2026-08-27 12:11:12 +02:00
Jonas JandGitHub c5fc7e3488 llama : add --n-cpu-ffn option (#26622)
* common : dedupe --n-cpu-moe / --spec-draft-n-cpu-moe override loops

* common : add --n-cpu-ffn to CPU-offload dense FFN weights of first N layers

* common : generalize llm_ffn_block_regex over the FFN regex, drop TODO
2026-08-27 11:26:42 +02:00
Aleksander GrygierandGitHub 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 GrygierandGitHub 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
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 <rschu@meta.com>
2026-08-25 20:12:15 +03:00
KyozzzandGitHub 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 GrygierandGitHub 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