9665 Commits

Author SHA1 Message Date
Adrien Gallouët e3a74b2990 bench : add --offline (#24511)
* bench : add --offline

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

* Add default

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

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
b9665
2026-06-16 08:26:05 +02:00
Frosty40 ac79caa7ce sycl: support reordered Q4_K/Q5_K/Q6_K MoE MUL_MAT_ID (#24452)
* sycl: support reordered Q4_K and Q5_K MoE MUL_MAT_ID

Extend reordered-weight handling to fused MoE MUL_MAT_ID for Q4_K and Q5_K expert tensors and add Q5_K reordered DMMV coverage. Unsupported 3D reorder cases now fall back instead of aborting.

* sycl: extend MoE reorder to Q6_K mul_mat_id
b9664
2026-06-16 08:35:00 +03:00
Neo Zhang fdd109883d [SYCL] Support OP EXPM1, support all UT cases of FLOOR, TRUNC, ROUND (#24363)
* support OP EXPM1, support all UT cases of FLOOR, TRUNC, ROUND

* fix conflict

* rebase, support new UT case of repeat, concat
b9663
2026-06-16 08:34:29 +03:00
Todd Malsbary 4196b477da sycl : Make GGML_SYCL_F16=ON the default (#23996)
* Add -cl-fp32-correctly-rounded-divide-sqrt to F16=ON builds

Signed-off-by: Todd Malsbary <todd.malsbary@intel.com>

* Make GGML_SYCL_F16=ON the default

Signed-off-by: Todd Malsbary <todd.malsbary@intel.com>

* Leave F32 the default

F16 remains explictly set for example and Dockerfile builds.

Signed-off-by: Todd Malsbary <todd.malsbary@intel.com>

* Revert changes to examples/sycl/build scripts

Signed-off-by: Todd Malsbary <todd.malsbary@intel.com>

---------

Signed-off-by: Todd Malsbary <todd.malsbary@intel.com>
2026-06-16 08:34:02 +03:00
Pascal ad39ccaa19 vulkan: add col2im_1d op (#24425)
* vulkan: add GGML_OP_COL2IM_1D, follow-up to the CPU op

* vulkan: col2im_1d bounded gather loop instead of full-K scan with modulo

* vulkan: col2im_1d address review from @jeffbolznv

* vulkan: col2im_1d return nullptr for unsupported types, address review from @0cc4m
b9661
2026-06-16 06:34:43 +02:00
Tarek Dakhran 7dad2f1a17 chat : fix LFM2 tool-call parsing double-escaping (#24667)
* Add escape test cases

* chat : fix LFM2 tool-call parsing double-escaping
b9660
2026-06-15 22:10:09 +02:00
Xuan-Son Nguyen e36a602ba3 mtmd: fix miscounting n_tokens (#24656) b9659 2026-06-15 18:07:14 +02:00
Piotr Wilkin (ilintar) 38d546330a chat: include full unparsed prompt in debug (#24650)
message on parse error
b9658
2026-06-15 17:33:54 +02:00
Julien Jerphanion a1eb756c0b docs: Add instructions to install llama.cpp from conda-forge (#22219)
* docs: Add instructions to install `llama.cpp` from conda-forge

Signed-off-by: Julien Jerphanion <git@jjerphan.xyz>

* Rewording of instructions

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

---------

Signed-off-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2026-06-15 17:12:25 +02:00
Pascal 581e8eca8b chat: harden peg-native tool call parsing (#24329)
* chat: harden peg-native tool call parsing

accept an optional leading type: function field in
build_json_tools_flat_keys so openai style tool calls parse on
templates whose serialization opens on the name field.

return a clean error and log the unparsed fragment on a final peg
parse failure instead of throwing the raw parser position and input.

keep the raw arguments string in func_args_not_string when it is not
valid json instead of aborting the prompt render.

* chat: surface peg-native parse failures

a final peg parse failure threw the raw parser position and input. log
the unparsed fragment and raise a clearer error instead, so a model
output that does not match the expected format no longer fails silently
with an empty assistant turn.

minimal change, no behavior change on successful parses.

* chat: handle openai style tool calls in peg-native

* nits

* common: scope OpenAI wrapper grammar trigger via autoparser flag

* chat: gate type:function parsing leniency on the analysis flag

Thread accept_openai_wrapper from the generator to build_json_tools_flat_keys
so the leading "type": "function" field is accepted only when openai_wrapper_trigger is set.
b9656
2026-06-15 15:37:04 +02:00
Piotr Wilkin (ilintar) 0ae3f450f0 chat: fix an "oldie but goodie" grammar generator bug that surfaced during last changes (#24653)
* chat: fix an "oldie but goodie" grammar generator bug that surfaced during last changes

* update erroneous case in PEG parser test
b9655
2026-06-15 15:27:47 +02:00
Georgi Gerganov e3cab403bf mtmd : add post-decode callback (#24645)
Assisted-by: pi:llama.cpp/Qwen3.6-27B
b9654
2026-06-15 16:02:05 +03:00
Jeff Bolz 9dbc6621ae vulkan: support more CONCAT types (#24579) b9653 2026-06-15 13:19:21 +02:00
Andrei 6eab47181c wasm : fix fallback symbol collision (#24639) b9652 2026-06-15 10:11:59 +03:00
Katostrofik e3bb1add8c SYCL: use native subgroup size for K-quant DMMV (#21700) b9651 2026-06-15 10:10:53 +03:00
someoneinjd d8a3f523c8 sycl: fix soft_max_f32 max reduction (#24451) b9650 2026-06-15 10:10:12 +03:00
Neo Zhang 72be44f1d2 sycl : fix reorder function; add fp32/fp16 in build script (#24578) b9649 2026-06-15 10:08:34 +03:00
Neo Zhang 8872ab5467 sycl : enhance set_rows to support q1_0, mxfp4, nvfp4 (#24564) 2026-06-15 10:01:40 +03:00
Neo Zhang 987fbd821d [SYCL] add to support pool_1d, move pool_1d/2d code to pool.cpp/hpp (#24584)
* add to support pool_1d, move pool_1d/2d code to pool.cpp/hpp

* update ops.md
b9647
2026-06-15 10:01:07 +03:00
Alexey Kopytko c035ff4902 [SYCL]: Remove per-allocation Level Zero runtime checks (#23399)
* [SYCL] Centralize Level Zero detection in ggml_sycl_init

* use the same wording

* get back the warning

* [SYCL] Remove per-allocation getenv() for GGML_SYCL_ENABLE_LEVEL_ZERO

* bring back the comment

* move it up to make sure devices call the shots

* move the env detection early

* replace g_ggml_sycl_enable_level_zero with a direct call to .ext_oneapi_level_zero

* update the comment

* switch back to g_ggml_sycl_enable_level_zero with a sentinel

* remove the check

* Reduce the diff

* reword, move lower

* move things aroudn

* remove forward declaration if favor of a full replace

* pre-cache results of zeDeviceGetProperties

* put ggml_sycl_get_env back

* replace get_sycl_env with ggml_sycl_get_env

* add whitespace back

* Apply suggestion from @sanmai
b9646
2026-06-15 09:58:42 +03:00
Georgi Gerganov 272088b9f2 metal : add repeat bf16 (#24638) b9645 2026-06-15 09:57:16 +03:00
Piotr Wilkin (ilintar) a6dff71270 chat: fix whitespace problems once and for all (#24624)
* chat: fix whitespace problems once and for all

* Purge trailing spaces from grammar generation

* Revert "Purge trailing spaces from grammar generation"

This reverts commit b0827ecb7d.
b9644
2026-06-15 08:27:10 +02:00
Pascal 2a6c391a5e UI/svg block rendering (#24080)
* ui: add svg block visualizer based on allozaur's mermaid PR

* ui: rationalise diagram block styling and pre transforms shared by mermaid and svg

* ui: live render streaming svg blocks

* ui: also render svg authored in xml code fences

* ui: refactor svg block rendering, address review from allozaur

- Move the svg size ceiling and DOMPurify config out of sanitize-svg.ts into /constants.
- Rename the svg-diagram class to svg-block so the name no longer implies diagrams only.
- Replace the svg, xml and svg tag magic strings in the markdown pipeline with shared constants.
- Promote the data-svg-rendered marker and its sibling data attributes to constants.

* ui: render svg blocks in a shadow root for animation and live zoom

Mount each sanitized svg inside an open shadow root so author <style> and
keyframe or smil animations run while staying scoped to the host element.
Relax the sanitizer to forbid only foreignObject and script, which lets
animation, href and external resource refs through for wider compatibility.
Render the inline block and the zoom dialog from the same reactive source,
so a streaming svg keeps drawing live inside the open zoom popup.
2026-06-15 08:11:36 +02:00
leonardHONG 3686e9d643 CUDA: only support F32/F16 for GGML_OP_REPEAT (#24533) b9642 2026-06-15 09:11:00 +03:00
Masashi Yoshimura 6e9007ae61 ggml-webgpu: improve i-quants mul_mat performance and speed up prefill (#24530)
* Improve prefill speeds for i-quants

* Fix #if defined() usage in preprocessor guards.
b9641
2026-06-14 18:15:30 -07:00
Sigbjørn Skjæret dd4623a74f convert : fix lora base model arch retrieval (#24621) 2026-06-15 00:55:26 +02:00
franitel ef8268feee fix(ui): render thinking/reasoning block content as markdown (#24611)
* fix(ui): render thinking/reasoning block content as markdown

* feat(ui): add toggle setting for thinking block markdown rendering
2026-06-14 22:56:56 +02:00
Nicolas Mowen 5f04dc7ac3 ui: Add HEIC/HEIF image support (#24137)
* Add boilerplate for file types

* Add heic-to and implement conversion

* Load heic library from CDN

* Use jpg instead of png for conversion

* Move const to constants file
2026-06-14 20:42:16 +02:00
Piotr Wilkin (ilintar) aedb2a5e9c chat: add dedicated Cohere2MoE (North Code) parser (#24615)
* chat: add dedicated Cohere2MoE (North Code) parser

* Some renames to make @CISC happy :>
b9637
2026-06-14 20:17:40 +02:00
Mohammad Athar 8edaca9034 docs : fix typos in CUDA-FEDORA.md and grammars/README.md (#24459) 2026-06-15 01:33:38 +08:00
Alexander Batischev 20c5266f8a docker: specify registry to simplify Podman builds (#24607) 2026-06-15 01:27:20 +08:00
Pascal fd5869fb62 UI/mobile keyboard and pwa popup fixes (#24610)
* ui: make mobile layout keyboard-aware via interactive-widget and dvh shell anchor

* ui: fix duplicate PWA refresh popup by scoping the storage check to non-PWA pages
2026-06-14 18:35:00 +02:00
Amos Wong 1fd6dfe9f3 ui : fix ui clipping in mobile due to incorrect height setup (#24605) 2026-06-14 16:15:51 +02:00
Sigbjørn Skjæret acd79d603c jinja : add count/d/e filter aliases (#24606) b9632 2026-06-14 15:07:31 +02:00
Michael Wand 6e14286eda cli : fix not copying preserved tokens (#24258) b9631 2026-06-14 11:52:15 +02:00
Bartowski 8ed274ef46 Add cohere2moe to llama-vocab for TINY_AYA (#24601) b9630 2026-06-14 09:04:46 +02:00
Sigbjørn Skjæret 46722116b9 ci : use CUDA label for cuda backend (#24594) 2026-06-14 08:27:52 +02:00
Sigbjørn Skjæret c2ba3e47a2 add sycl to check-release (#24583) b9628 2026-06-14 09:42:26 +08:00
Aldehir Rojas 53bd47ea5b ui : fix llama-ui-embed crash when no asset dir is given (#24597) b9627 2026-06-13 17:53:30 -05:00
Michael Wand 4988f6e866 Add arch support for cohere2-MoE (#24260)
* Add arch support for cohere2-MoE

* Removed redundant gating_func checks

* Changed ffn lookup to prefer prefix_dense_intermediate_size

* Renamed arch to cohere2moe

* Removed redundant lmhead check and chat template changes

* Removed lm_head.weight check from modify tensors, load output tensor not required, fallback to token_embd.weight

* Changed to (routed+shared)*0.5 for shared expert combined avg

* fixed sliding_window_pattern issue and pattern

* Fixed transformers crash 'first_k_dense_replace' error

* Remove comment

* Removed cohere2-moe as a tokenizer type and kept as tiny_aya.  Renamed North-Mini-Code-1.0.

* Fixed MTP fail, changed to use iSWA

* Fixed remaining todos: cohere2moe renamed, changed swa parsing to use get_key_or_arr, removed extra get_arr use

* Force metadata usage

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

* Remove Cohere2 checkpoint comment

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

* Remove MTP comment

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

* Regenerate cohere2moe tokenizer hash

* Add cohere2moe to Llama Model Saver supported list

* Check for zerobios tensors and add support for Command to use LayerNorm

* Map expert_selection_fn to sigmoid in base.py instead of command.py

* use bools for foundnorm/foundnormrms

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

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
b9626
2026-06-13 19:49:00 +02:00
Sigbjørn Skjæret f05cf4676a jinja : fix negative step slice with start/stop values (#24580) b9625 2026-06-13 18:28:40 +02:00
Xuan-Son Nguyen e8067a8b36 ui: build-time gzip compression (#24571)
* ui: keep original file name and path

* fix nocache

* ui: build-time gzip compression
b9624
2026-06-13 16:57:27 +02:00
Sigbjørn Skjæret 341babcf73 jinja : fix split and replace with empty first arg (#24574)
* fix split and replace with empty first arg

* fix reserve size
b9623
2026-06-13 16:56:59 +02:00
Jeff Bolz 1a7718b4c5 vulkan: support non-contig unary/glu ops (#24215)
* vulkan: support non-contig unary/glu ops

Change unary/glu ops to pass in all strides and use fastdiv for the index
calculation. Put all unary ops in one file, similar to glu, to share the
code. codex went ahead and added expm1 without me asking, but I had to
make it do a real precision analysis rather than just making stuff up.

unary.comp initially couldn't use generic_unary_head because there wasn't
space for xielu's additional constants. Fixing this required packing the
fastdiv 'L' values.

* attempt to workaround compiler bug

* resolve conflict from #23991

* use expm1
b9622
2026-06-13 08:44:15 -05:00
Xuan-Son Nguyen 597b6672e8 ui: keep original file name and path (#24568)
* ui: keep original file name and path

* fix nocache
b9621
2026-06-13 14:31:41 +02:00
Xuan-Son Nguyen 57fe1f07c3 server: clean up static assets handling (#24550)
* server: clean up static assets handling

* nits

* simplify file name handling, use static file name everywhere

* cmake/ui : bundle UI assets in an archive

* ui : run prettier on post-build.js

---------

Co-authored-by: Alde Rojas <hello@alde.dev>
b9620
2026-06-13 11:51:20 +02:00
Georgi Gerganov d8a24ccee2 fit : wrap llama_device_memory_data (#24522) b9619 2026-06-13 08:09:52 +03:00
Muhammad Salem c34b92235b fix sycl links in release notes (#24527)
* fix sycl links in release notes

* remove extra line
2026-06-13 08:37:55 +08:00
Xuan-Son Nguyen e37abd6b5f mtmd: add batching API (#24384)
* mtmd: add batching API

* wip

* first working version (gemma4v)

* add arg

* nits

* wire up support_batch()

* fix 0.0 output embd

* fix audio

* nits

* refactor a bit

* nits

* fix non-batching case

* fix comment
2026-06-13 00:10:29 +02:00
Sigbjørn Skjæret f58bad4137 ci : unbreak release harder (#24545)
* unbreak release harder

* missed one

* remove missing test for now
b9616
2026-06-12 23:49:36 +02:00