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797 Commits

Author SHA1 Message Date
Georgi Gerganov
1dbc054da5 server : fix slot ctx_drft ptr 2026-05-08 11:55:05 +03:00
Georgi Gerganov
e5b1401318 speculative-simple : update 2026-05-08 11:09:34 +03:00
Georgi Gerganov
3b1a8df8fd server : clean-up + dry 2026-05-08 10:20:01 +03:00
Georgi Gerganov
233d1aee69 server : add comment 
[no ci]
 2026-05-08 08:50:23 +03:00
Georgi Gerganov
12c7cfbe83 server : fix URL for draft model 2026-05-08 08:03:49 +03:00
Georgi Gerganov
6a4b05a030 server : fix mtmd draft processing 2026-05-08 08:02:11 +03:00
Georgi Gerganov
7e118cdce0 cont : process images throught the draft context 2026-05-07 21:44:09 +03:00
Georgi Gerganov
ae6703fa89 cont : pass correct n_past for drafting 2026-05-07 21:44:08 +03:00
Georgi Gerganov
0239f4c611 cont : handle non-ckpt models 2026-05-07 21:44:08 +03:00
Georgi Gerganov
c7facb0fe1 cont : async drft eval when possible 2026-05-07 21:44:08 +03:00
Georgi Gerganov
08c8012bde cont : sync main and drft contexts 2026-05-07 21:44:08 +03:00
Georgi Gerganov
de35b1255c server, spec : transition to unified spec context 2026-05-07 21:44:08 +03:00
Georgi Gerganov
1afee5b262 server : improve ctx names 
[no ci]
 2026-05-07 21:44:08 +03:00
Georgi Gerganov
11fd5e7272 server : draft prompt cache and checkpoints 
[no ci]
 2026-05-07 21:44:08 +03:00
Georgi Gerganov
c97dc3605e server : sketch the ctx_dft decode loop 
[no ci]
 2026-05-07 21:44:08 +03:00
Georgi Gerganov
8a50f6f0b9 cont : dedup ctx_seq_rm_type 
[no ci]
 2026-05-07 21:44:07 +03:00
Georgi Gerganov
77269ad8a7 cont : pass seq_id 
[no ci]
 2026-05-07 21:44:07 +03:00
Georgi Gerganov
4550f0f08b spec : update common_speculative_init() 
[no ci]
 2026-05-07 21:44:07 +03:00
Georgi Gerganov
befc7ef635 spec : drop support for incompatible vocabs 
[no ci]
 2026-05-07 21:44:07 +03:00
Georgi Gerganov
2c9a40849f spec : refactor 
[no ci]
 2026-05-07 21:44:07 +03:00
Pascal
cc97e45a14 mtmd: fix whisper audio tail truncation by exposing padded buffer to FFT (#22770) 2026-05-07 14:01:01 +02:00
Pascal
f4b5a2ee91 webui: fix ?model= URL param race in router mode (#22771) 
* webui: fix ?model= URL param race in router mode

* chore: update webui build output
 2026-05-07 13:09:32 +02:00
viggy
e358d75adb webui: fix flicker issue on dismiss animation on overlay primitives (#22773) 
* add fill-mode-forwards

* generated diffs
 2026-05-07 08:11:31 +02:00
tc-mb
2496f9c149 mtmd : support MiniCPM-V 4.6 (#22529) 
* Support MiniCPM-V 4.6 in new branch

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* fix code bug

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* fix pre-commit

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* fix convert

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* rename clip_graph_minicpmv4_6

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* use new TYPE_MINICPMV4_6

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* use build_attn to allow flash attention support

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* no use legacy code, restored here.

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* use the existing tensors name

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* unused ctx->model.hparams.minicpmv_version

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* use n_merge for slice alignment

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* borrow wa_layer_indexes for vit_merger insertion point

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* fix code style

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* Update convert_hf_to_gguf.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* use filter_tensors and add model.vision_tower

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* fix chkhsh

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

* fix type check

Signed-off-by: tc-mb <tianchi_cai@icloud.com>

---------

Signed-off-by: tc-mb <tianchi_cai@icloud.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
 2026-05-06 21:54:09 +02:00
Yakine Tahtah
a00e47e422 mtmd: add granite-speech support (ibm-granite/granite-4.0-1b-speech) (#22101) 
* mtmd: add granite-speech support (ibm-granite/granite-4.0-1b-speech)

Conformer encoder with Shaw relative position encoding,
QFormer projector, log-mel spectrogram with frame stacking.

Encoder uses GLU gating, folded batch norm, and SSM depthwise
conv. QFormer compresses encoder output via windowed
cross-attention (window=15, queries=3) into the LLM embedding
space.

Audio preprocessing: reflect-padded STFT, 80-bin mel filterbank,
dynamic range compression, 2x frame stacking (80->160 mel).

GGUF converter handles batch norm folding at export time,
fused K/V split, and Conv1d weight reshaping.

Tested against HF transformers reference: token-for-token match
on 30s/60s audio clips with greedy decoding.

* mtmd: rename gs_ prefixed tensors to generic/architecture names

* mtmd: use tensor_mapping.py for all granite_speech tensors

* convert: fold GraniteSpeechTextModel into GraniteModel

* mtmd: replace n_layer hack with explicit has_standard_layers flag

* mtmd: replace hardcoded magic numbers with GGUF hparams for granite speech

* mtmd: align KEY_A_ define spacing

* convert: register GraniteModel for GraniteSpeechForConditionalGeneration

* convert: fix ty type-check for GraniteSpeechMmprojModel registration

* mtmd: align TN_ define spacing

* mtmd: use generic layer loop for granite speech tensor loading

* mtmd: merge qformer_proj_layer into clip_layer

* mtmd: granite_speech remove redundant ggml_build_forward_expand on inputs

* mtmd: granite_speech add comment explaining why build_attn is not used

* mtmd: granite_speech hard-code eps in cpp, remove from GGUF metadata

* gguf: add spacing between granite_speech tensor mapping blocks

* mtmd: make generic audio layer_norm_eps read optional

* mtmd: granite_speech keep encoder eps in GGUF, only hard-code projector eps

* mtmd: align defines and struct fields in clip-impl.h and clip-model.h

* mtmd: fix alignment and ordering issues across granite speech files

* convert: granite_speech use filter_tensors instead of modify_tensors for skipping
 2026-05-06 14:40:59 +02:00
Aleksander Grygier
e3e3f8e46a webui: Remove Google Favicons & Improve MCP Information logic & UI (#22719) 
* refactor: Remove Google favicon utility

* fix: MCP Server favicon

* refactor: Cleanup

* refactor: MCP Server Information

* fix: Fix MCP Settings UI

* refactor: Cleanup
 2026-05-06 11:12:27 +02:00
viggy
07eaf919ed add tabindex and aria-hidden (#22699) 2026-05-06 09:21:58 +02:00
Adrien Gallouët
bf76ac77be common : only load backends when required (#22290) 
* common : only load backends when required

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* llama : call ggml_backend_load_all() directly from llama_backend_init()

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* Add ggml_backend_load_all() where llama_backend_init() is not used

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
 2026-05-05 09:23:50 +02:00
Georgi Gerganov
2bacb1eb77 server : validate --tools CLI argument against known tool names (#22538) 
Previously, unknown tool names passed via --tools were silently ignored.
Now the server validates each tool name at startup and exits with an
error if an unrecognized tool is specified, listing the available tools.

Assisted-by: llama.cpp:local pi
 2026-05-05 06:35:27 +03:00
Georgi Gerganov
d6e7b033a4 llama : add option to save memory in device buffers (#22679) 
* llama : add option to save memory in device buffers

* tests : extend llama-save-load-state
 2026-05-05 06:35:07 +03:00
Xuan-Son Nguyen
935a340292 server: implement /models?reload=1 (#21848) 2026-05-04 16:23:26 +02:00
JusteLeo
36a694c965 webui : fix circular dependency between chat.service.ts and models.svelte.ts (#22625) 2026-05-04 13:38:10 +02:00
Piotr Wilkin (ilintar)
a4701c98f7 common/autoparser: fixes for newline handling / forced tool calls (#22654) 
* chat/autoparser: the fixes

* Move optspace() to chat-peg-parser, comment out server tests invalidated due to content now allowed with forced tool calls.

* Trim whitespace on apply instead
 2026-05-04 13:18:11 +02:00
Evan Huus
c84e6d6db5 server: Add a simple get_datetime server tool (#22649) 2026-05-04 12:19:41 +02:00
Nick Towle
fa8feaed34 webui: restore missing settings (#22666) 2026-05-04 09:04:07 +02:00
Georgi Gerganov
846262d787 docs : update speculative decoding parameters after refactor (#22397) (#22539) 
* docs : update speculative decoding parameters after refactor (#22397)

Update docs/speculative.md to reflect the new parameter naming scheme
introduced in PR #22397:

- Replace --draft-max/--draft-min with --spec-draft-n-max/--spec-draft-n-min
- Replace --spec-ngram-size-n/m with per-implementation variants
- Add documentation for all new --spec-ngram-*- parameters
- Update all example commands

Assisted-by: llama.cpp:local pi

* pi : add rule to use gh CLI for GitHub resources

Assisted-by: llama.cpp:local pi

* docs : run llama-gen-docs

* arg : fix typo
 2026-05-04 08:52:07 +03:00
Georgi Gerganov
0754b7b6fe server : avoid checkpoint data host copies (#22558) 
* server : avoid checkpoint data host copies

* llama : refactor llama_io_read_i
 2026-05-02 18:03:25 +03:00
Aleksander Grygier
ab6120cde5 webui: Spring Cleaning Refactor v1 (#22505) 
* wip: server_tools

* feat: Integrate with `/tools` endpoint

* feat: Builtin + MCP + JSON Schema Tools WIP

* refactor

* displayName -> display_name

* snake_case everywhere

* rm redundant field

* feat: Improvements

* chore: update webui build output

* refactor: Updates after server updates

* chore: update webui build output

* change arg to --tools all

* feat: UI improvements

* chore: update webui build output

* add readme mention

* llama-gen-docs

* chore: update webui build output

* chore: update webui build output

* chore: update webui build output

* feat: Reorganize settings sections

* feat: Separate dialogs for MCP Servers Settings and Import/Export

* feat: WIP

* feat: WIP

* feat: WIP

* feat: WIP

* feat: WIP

* feat: WIP

* WIP on allozaur/20677-webui-server-tools

* feat: UI improvements

* chore: Update package lock

* chore: Run `npm audit fix`

* feat: UI WIP

* feat: UI

* refactor: Desktop Icon Strip DRY

* feat: Cleaner rendering and transition for ChatScreen

* feat: UI improvements

* feat: UI improvement

* feat: Remove MCP Server "enable" switch from Tools submenu

* chore: Run `npm audit fix`

* feat: WIP

* feat: Logic improvements

* refactor: Cleanup

* refactor: DRY

* test: Fix Chat Sidebar UI Tests

* chore: Update package lock

* refactor: Cleanup

* feat: Chat Message Action Card with Continue and Permission flow implementations

* feat: Add agentic steering messages, draft messages and improve chat UX

* fix: Search results UI

* test: Fix unit test

* feat: UI/UX improvements

* refactor: Simplify `useToolsPanel` access in components

* feat: Implement Processing Info Context API

* feat: Implement 'Go back to chat' functionality for settings

* feat: Enhance MCP Server management in Chat Form Attachments

* style: Minor UI and branding adjustments

* chore: Update webui static build output

* chore: Formatting, linting & type checks

* feat: Draft messages logic

* feat: UI improvements

* feat: Steering Messages improvements

* refactor: Cleanup

* refactor: Cleanup

* feat: Improve UI

* refactor: Settings navigation hook

* refactor: DRY code

* refactor: DRY ChatMessageUser UI components

* refactor: Desktop Icon Strip DRY

* refactor: Tools & permissions

* fix: Navigation condition

* refactor: Cleanup

* refactor: Cleanup

* refactor: Cleanup

* fix: preserve reasoning_content in agentic flow

* refactor: Storybook cleanup

* refactor: isInViewport util function

* refactor: Rename globally `onClick` to `onclick`

* chore: `npm audit fix`

* refactor: Action Icon usage

* refactor: Naming

* refactor: JS in `class` directive

* refactor: Chat components cleanup WIP

* refactor: Components structure

* refactor: Cleanup WIP

* feat: New ChatAttachmentsPreview component

* feat: UI improvements

* feat: UI improvements

* refactor: Cleanup

* refactor: ChatAttachmentsPreview UI/UX

* refactor: Remove dead code

* refactor: Cleanup

* fix: Model Name aliases displaying

* feat: Shortcut improvements

* refactor: Chat Message

* feat: Move Import/Export to settings

* refactor: Cleanup

* refactor: Cleanup

* refactor: Cleanup

* refactor: Cleanup

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
 2026-05-01 18:36:29 +02:00
Georgi Gerganov
80afa33aad spec : fix draft model checkpoints (#22521) 
* spec : fix draft model checkpoints

* cont : clean-up

* cont : gate the ngram-mod reset warning behind verbose flag
 2026-04-30 08:32:18 +03:00
Georgi Gerganov
683c5acb90 spec : disacard last drafted token with low prob (#22506) 2026-04-29 17:00:00 +03:00
Pascal
59237bfbbc webui: fix slow mic stop and WAV encode (#22480) 
* webui: instant mic stop, race-free recorder restart

* webui: faster WAV PCM encode via hoisted channels and Int16Array

* chore: update webui build output

* webui: drop setTimeout(0) hack and harden cancelRecording

* chore: update webui build output
 2026-04-29 12:58:35 +02:00
Aleksander Grygier
f42e29fdf1 webui: Server tools (#21237) 
* wip: server_tools

* feat: Integrate with `/tools` endpoint

* feat: Builtin + MCP + JSON Schema Tools WIP

* refactor

* displayName -> display_name

* snake_case everywhere

* rm redundant field

* feat: Improvements

* chore: update webui build output

* refactor: Updates after server updates

* chore: update webui build output

* change arg to --tools all

* feat: UI improvements

* chore: update webui build output

* add readme mention

* llama-gen-docs

* chore: update webui build output

* chore: update webui build output

* chore: update webui build output

* feat: Reorganize settings sections

* feat: Separate dialogs for MCP Servers Settings and Import/Export

* feat: WIP

* feat: WIP

* feat: WIP

* feat: WIP

* feat: WIP

* feat: WIP

* WIP on allozaur/20677-webui-server-tools

* feat: UI improvements

* chore: Update package lock

* chore: Run `npm audit fix`

* feat: UI WIP

* feat: UI

* refactor: Desktop Icon Strip DRY

* feat: Cleaner rendering and transition for ChatScreen

* feat: UI improvements

* feat: UI improvement

* feat: Remove MCP Server "enable" switch from Tools submenu

* chore: Run `npm audit fix`

* feat: WIP

* feat: Logic improvements

* refactor: Cleanup

* refactor: DRY

* test: Fix Chat Sidebar UI Tests

* chore: Update package lock

* refactor: Cleanup

* feat: Chat Message Action Card with Continue and Permission flow implementations

* feat: Add agentic steering messages, draft messages and improve chat UX

* fix: Search results UI

* test: Fix unit test

* feat: UI/UX improvements

* refactor: Simplify `useToolsPanel` access in components

* feat: Implement Processing Info Context API

* feat: Implement 'Go back to chat' functionality for settings

* feat: Enhance MCP Server management in Chat Form Attachments

* style: Minor UI and branding adjustments

* chore: Update webui static build output

* chore: Formatting, linting & type checks

* feat: Draft messages logic

* feat: UI improvements

* feat: Steering Messages improvements

* refactor: Cleanup

* refactor: Cleanup

* feat: Improve UI

* refactor: Settings navigation hook

* refactor: DRY code

* refactor: DRY ChatMessageUser UI components

* refactor: Desktop Icon Strip DRY

* refactor: Tools & permissions

* fix: Navigation condition

* refactor: Cleanup

* refactor: Cleanup

* refactor: Cleanup

* fix: preserve reasoning_content in agentic flow

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
 2026-04-28 14:35:49 +03:00
Georgi Gerganov
14e733e36f spec : refactor params (#22397) 
* spec : refactor params

* cont : fix

* cont : rename "sparam" to "sampling"

* cont : add spec params category

* cont : add info about removed arguments

* cont : skip param length check for spec params

* cont : adapt server tests
 2026-04-28 09:07:33 +03:00
Aman Gupta
516e8d7a8a server: use pos_next instead of n_tokens for m-rope (#22439) 2026-04-28 08:41:00 +03:00
tha80
983ca8992e server: (router) Forward form-data to model server (Fixes #22044) (#22118) 
* This commit enables the router to forward form-data to model server.
Fixes #22044 (enabling to use the /v1/audio/transcriptions in router mode)

* * Applied the suggestion from Copilots first comment: using the non-throwing json::parse overload.
* Addressed Copilots third comment by extending the files representation to also include filename and content-type
* Addressed Copilots fourth comment by making the RNG thread_local

* Changed variable body from std::string to std::ostringstream in build_multipart_body
as suggested by ngxson in https://github.com/ggml-org/llama.cpp/pull/22118#discussion_r3127099053

* Added sanitize_field lambda in build_multipart_body for key, filename and content_type
as suggested by ngxson in https://github.com/ggml-org/llama.cpp/pull/22118#discussion_r3127104647

* explicitly checking if value/item is string before calling value/item.get<std::string>()
as requested by ngxson in https://github.com/ggml-org/llama.cpp/pull/22118#discussion_r3127111279

* Added double quote to the sanitize lambda and throw on json parse failure

---------

Co-authored-by: Ralph Paßgang <ralph@trust-it.de>
 2026-04-27 23:55:00 +02:00
unraido
ceaf47c4b1 fix: rpc-server cache may not work in Windows environments (#22394) 
* fix: create directory and log cache file name.

* Remove GGML_LOG_INFO conditional compilation.

---------

Co-authored-by: kotaro <kotaro.kusunoki@gmail.com>
 2026-04-27 17:25:09 +03:00
Max Krasnyansky
5594d13224 common: fix missing exports in llama-common (#22340) 
* common: refactor common/debug to move abort_on_nan into base_callback_data

Passing bool abort_on_nan as template parameter for common_debug_cb_eval is unnecessary and creates an issue with LTO.
It should just be a member of the base_callback_data instead.

* cont : cleanup

* common : use pimpl in debug.h to reduce header dependencies

Move common_debug_cb_user_data's data members (std::regex,
std::vector<uint8_t>) into a private impl struct in debug.cpp.

This removes the includes of common.h and <regex> from debug.h,
reducing transitive dependencies for any translation unit that
includes the header.

Assisted-by: llama.cpp:local pi

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2026-04-27 08:06:39 +03:00
Piotr Wilkin (ilintar)
0adede866d parser: fix structured output bug (#22302) 
* fix very stupid structured output bug

* Things just cannot be too easy.
 2026-04-24 23:19:55 +02:00
Georgi Gerganov
ffdd983fb8 server : fix swa-full logic (#22288) 2026-04-24 10:17:37 +03:00
Yes You Can Have Your Own
793d0a7931 server: rename debug tags to match --cache-idle-slots naming (#22292) 2026-04-24 09:28:44 +03:00