987 Commits

Author SHA1 Message Date
Xuan-Son Nguyen
024930c6ad
arg: fix handling --spec-draft-hf and --hf-repo-v (#25043)
* arg: fix handling --spec-draft-hf and --hf-repo-v

* fix missing mparams.hf_file
2026-06-26 14:36:03 +02:00
Xuan-Son Nguyen
60bc8866b1
common: refactor model handling (#24980)
* common: refactor models handling

* remote preset

* cont

* rm skip_download option

* missing header

* fix plan.model_files

* fix --offline case

* move hf_plan to download

* refactor

* rm redundant curr_ex, add comments

* adapt
2026-06-25 15:17:51 +02:00
Adrien Gallouët
683b04cc4a
app : add the llama download subcommand (#24982)
* app : add the download command (with llama-download)

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

* Remove llama-download tool for now

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

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2026-06-25 13:36:36 +02:00
Piotr Wilkin (ilintar)
09cedfd699
chat: harden caps check (#24973) 2026-06-25 02:49:22 +02:00
Xuan-Son Nguyen
fb401045cc
common: remove unused json-partial (#24968) 2026-06-24 18:12:16 +02:00
Xuan-Son Nguyen
75ad0b23ed
server: fix remote preset handling, add test (#24938)
* server: add test for remote preset

* fix remote preset handling

* fix

* fix test
2026-06-23 13:28:34 +02:00
Aldehir Rojas
73618f27a8
server: improve user message detection and create checkpoints at every user message (#24176)
* server : improve message span logic

* cont : cast size_t to int32_t in comparisons

* server : create checkpoints before every user msg

* chat : remove \n in gemma4 delimiters

* chat : merge msg delimiter structs into one

* cont : reword comment

* cont : initialize tokens in delimiter

* cont : add server_tokens::get_raw_tokens() for mtmd

* cont : move message finding to server_tokens and skip mtmd tokens

* cont : update cohere2moe parser

* cont : increase min-step to 8192 and always produce a chkpt for last user message
2026-06-23 08:27:28 +03:00
Xuan-Son Nguyen
721354fbdf
server: (router) move model downloading to dedicated process (#24834)
* server: real-time model load progress tracking via /models/sse

* update docs

* server: move model download to child process

* rm unused

* fix most problems

* clean up

* nit fixes

* fix test case

* do not detact() thread

* shorter MODEL_DOWNLOAD_TIMEOUT in test

* throttle
2026-06-22 18:24:04 +02:00
Aldehir Rojas
52b3df0023
common/peg : implement ac parser for stricter grammar generation (#24869)
* common/peg : implement ac parser

* cont : extract functions

* cont : tidy up

* cont : remove a test

* cont : move ac() def
2026-06-21 16:20:58 -05:00
Sigbjørn Skjæret
bf533823cd
jinja : implement call statement (#24847)
* implement call statement

* undo unintended change

* de-lambda

* simplify

* move caller context inside function handler
2026-06-21 14:04:52 +02:00
Georgi Gerganov
8a118ee86c
minor : clean-up whitespaces (#24862)
[no ci]
2026-06-21 11:37:12 +03:00
YiChen Lv
d789527482
spec : Support Step3.5/3.7 flash mtp3 (#24340)
* add mtp_layer_offset + include nextn flags in graph reuse

* add llama_set_mtp_layer_offset + llama_model_n_nextn_layer API

* offset head select + require all MTP blocks

* speculative multi-head process()

* speculative multi-head draft()

* gather outputs via inp_out_ids

* cleanup

* fix core

* minor cleanup

* merged draft_multi_head into draft()

* mtp rename nextn

* Apply suggestions from code review

Co-authored-by: Aman Gupta <amangupta052@gmail.com>

* clean-up comments

* fix for multi seq

* apply suggestions && chain-heads comment

* add a reference for chain_heads discussion

---------

Co-authored-by: Aman Gupta <amangupta052@gmail.com>
2026-06-21 11:33:18 +03:00
Aldehir Rojas
063d9c156e
common/peg : refactor until gbnf grammar generation (#24839)
* common/peg : refactor until gbnf grammar into an ac automaton

* cont : add a test with multiple strings

* cont : pad state with 0s so rules line up

* cont : clean up comments

* cont : use set everywhere

* cont : inline state num string padding

* cont : add a ref to PR

* cont : fix regression in server-tools.cpp
2026-06-20 21:15:06 -05:00
Aldehir Rojas
c57607016a
common/json-schema-to-grammar : align spacing rules with parsers (#24835) 2026-06-20 17:43:04 -05:00
Xuan-Son Nguyen
75f460ac28
arg: try fixing test-args-parser randomly fails (#24826)
* arg: try fixing test-args-parser randomly fails

* return ref

* try triggering the workflow

* exception wrapper

* wip

* test

* test 2

* arg: guard win32 utf8 argv override

make_utf8_argv rebuilds argv from GetCommandLineW to fix utf8 handling of
non ascii arguments on windows. the override runs unconditionally inside
common_params_parse, so it also clobbers a programmatic argv passed by a
caller. test-arg-parser builds a synthetic argv but then sees the real
process command line instead, the model argument is never parsed, and the
assert that expects success aborts via fastfail (0xC0000409). this shows up
as a random failure in the openvino windows workflow.

only override argv when its length matches the caller argc, so the utf8
repair still applies to real binaries while a programmatic argv stays intact.

---------

Co-authored-by: Pascal <admin@serveurperso.com>
2026-06-20 19:45:27 +02:00
Xuan-Son Nguyen
2b686a9120
server: refactor child --> router communication (#24821)
* server: refactor child --> router communication

* fix wakeup case

* add docs

* improve update_status()

* nits
2026-06-20 01:02:26 +02:00
Xuan-Son Nguyen
e475fa2b5f
mtmd, arg: fix utf8 handling on windows (#24779)
* mtmd, arg: fix utf8 handling on windows

* also fix ggml_fopen

* fix build fail

* also fix CLI
2026-06-19 22:28:38 +02:00
Mikolaj Kucharski
fabde3bf51
arg: Add comment line support to --api-key-file (#23168) 2026-06-19 17:33:54 +02:00
Xuan-Son Nguyen
8c2d6f6475
server: add --agent arg, remove redundant webui naming compat (#24801)
* server: add --agent arg, remove redundant webui naming compat

* corrent env

* fix the test

* llama-gen-docs

* nits: wordings
2026-06-19 16:06:13 +02:00
Ruixiang Wang
b14e3fb90c
spec: support eagle3 for qwen3.5 & 3.6 (#24593)
* spec: support qwen3.5 & 3.6 eagle3 draft

* eagle3: Add deferred boundary checkpoints restore support for hybrid models

* apply suggestions

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

* spec: adapt to API change

* spec: fix naming

* cont : add TODO

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2026-06-19 13:08:50 +03:00
Anuj Attri
10786217e9
server : return HTTP 400 on invalid grammar (#24144) (#24154)
Throw on grammar parse failure so the server returns HTTP 400
instead of silently dropping the constraint.
Add a regression test for the invalid-grammar response.

Fixes #24144
2026-06-18 12:49:14 +02:00
Xuan-Son Nguyen
552258c535
server: (router) rework -hf preset repo (#24739)
* server: temporary remove HF remote preset

* rework remove preset.ini support

* rm unused get_remote_preset_whitelist()

* print warning

* add docs

* rm stray file
2026-06-18 12:45:23 +02:00
Xuan-Son Nguyen
4b4d13ae72
server: (router) add model management API (#23976)
* wip

* server: (router) add SSE realtime updates API

* nits

* wip

* add download API

* add download api

* update docs

* add delete endpoint

* fix std::terminate

* fix crash

* fix 2

* add tests

* nits
2026-06-17 18:04:58 +02:00
Max Krasnyansky
cda63856b8
common: update logging to enforce max_capacity and optimize queue resizing (#24490)
* common: update logging to enforce max_capacity and optimize queue resizing logic

* common/log: remove queue expansion logic
2026-06-17 09:19:11 +03:00
Ruixiang Wang
a1824902b5
spec: add backend sampling support for eagle3 (#24655) 2026-06-16 12:05:52 +03:00
Ruixiang Wang
635b65ad7a
spec: add spec metrics mean acceptance length and acceptance rate per position (#24536)
* spec: add spec metrics mean acceptance length and acceptance per pos

* fix as suggestion

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

* fix as suggestion

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

* fix as suggestion

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

* fix as suggestions

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2026-06-16 10:23:09 +03:00
Tarek Dakhran
7dad2f1a17
chat : fix LFM2 tool-call parsing double-escaping (#24667)
* Add escape test cases

* chat : fix LFM2 tool-call parsing double-escaping
2026-06-15 22:10:09 +02:00
Piotr Wilkin (ilintar)
38d546330a
chat: include full unparsed prompt in debug (#24650)
message on parse error
2026-06-15 17:33:54 +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.
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
2026-06-15 15:27:47 +02:00
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 b0827ecb7d4767f37cefd751b3646f98d5303891.
2026-06-15 08:27:10 +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 :>
2026-06-14 20:17:40 +02:00
Sigbjørn Skjæret
acd79d603c
jinja : add count/d/e filter aliases (#24606) 2026-06-14 15:07:31 +02:00
Sigbjørn Skjæret
f05cf4676a
jinja : fix negative step slice with start/stop values (#24580) 2026-06-13 18:28:40 +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
2026-06-13 16:56:59 +02:00
Georgi Gerganov
d8a24ccee2
fit : wrap llama_device_memory_data (#24522) 2026-06-13 08:09:52 +03:00
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
Georgi Gerganov
02182fc5b9
fit : avoid including llama-ext.h in fit.h (#24506) 2026-06-12 15:57:05 +03:00
Ruixiang Wang
88a39274ec
spec: add EAGLE3 speculative decoding support (#18039)
* llama : enable layer input extraction

* spec: support eagle3

* eagle3: fix params bug

* eagle3: support Gemma4 eagle3 from RedHatAI

* eagle3: set sync when get features from target

Co-authored-by: tnhnyzc <115956684+tnhnyzc@users.noreply.github.com>

* eagle3 : fix ubatch handling in embd_layer_inp extraction and encoder

Co-authored-by: Doğaç Eldenk <dogacel@gmail.com>

* eagle3: adapt to upstream changes

* eagle3: fix rebase issues and adapt to upstream changes

* eagle3:exclude the eagle3 arch from test-llama-archs

* eagle3: fix editorconfig check failures

* eagle3: fix multi-seq issue in d2t vocab mapping

* cont : minor style / clean-up

* spec : remove `common_speculative_setup_draft_model()`

* llama : clean-up unused API

* eagle3: set d2t vocab mapping in decode graph

* cont : assert layer inputs are configured

* hparams : use n_embd_inp instead of n_embd_target_features

* eagle3: make output.weight optional and inherit from target model when needed

* haparams : generic norm-before-residual param

* llama-ext : consistent names

* cont : fix

* hparams : remove target_hidden_size

* cparams : rename output_layer_inp -> embeddings_layer_inp

* arch : reuse ATTN_NORM_2 instead of adding new hidden norm

* llama : clean-up names

* cont : add assert + comment

* Update conversion/llama.py

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: tnhnyzc <115956684+tnhnyzc@users.noreply.github.com>
Co-authored-by: Doğaç Eldenk <dogacel@gmail.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2026-06-12 10:21:06 +03:00
Tarek Dakhran
d2462f8f7a
chat: fix LFM2/LFM2.5 ignoring json_schema (#24377)
The LFM2 specialized template handler only built a grammar for tool-calling,
silently ignoring json_schema from response_format.
2026-06-10 14:41:41 +02:00
ddh0
d2e22ed975
speculative : fix "ngram-map-k4v" name in logging (#24253)
This is a non-functional change.

When using `--spec-type ngram-map-k4v`, the log messages at startup and
runtime say `ngram-map-k`. Added logic in the in the constructor of
`common_speculative_impl_ngram_map_k` to pass the correct
`COMMON_SPECULATIVE_TYPE_NGRAM_MAP_K4V` when `config.key_only` is
`false`.

After this change, the log messages use the correct name.
2026-06-10 09:31:35 +02:00
jacekpoplawski
1e912561dd
server: log prompts to directory (#22031)
* server: log prompts to directory

Add `--log-prompts-dir` to write each prompt to a separate text file in
the specified directory.

* Apply suggestion from @ngxson

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
2026-06-09 12:09:07 +02:00
fiesh
961e9a3e46
server : do not clear slots without unified KV cache (#24190)
* Always export idle slots to RAM

Without this, a slot's VRAM cache may not be written to RAM.  If this
slot happens to be busy then later on, this triggers needless
preprocessing in another slot.

* cont : clean-up

---------

Co-authored-by: Christoph Weiss <weiss@wsoptics.de>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2026-06-09 10:45:16 +03:00
Xuan-Son Nguyen
8f83d6c271
mtmd : add video input support (#24269)
* wip

* ok: lazy bitmap API

* remember to free lazy text

* wip

* add mtmd_helper_video

* support video input on server (base64 input)

* add MTMD_VIDEO config

* add timestamp

* update CLI

* cli: allow auto-completion for video

* add --video arg

* fix build

* update docs

* rename as suggested
2026-06-08 14:40:12 +03:00
ddh0
9e3b928fd8
common : relax sampler name matching (#23744)
* common : relax sampler name matching

Currently, in some cases, the alternative names for samplers (like
`top-k` and `min-p` instead of the canonical `top_k` and `min_p`) are
not always recognized by the `common_sampler_types_from_names` function
in `common/sampling.cpp`.

This PR changes the signature of this function to remove the `bool
allow_alt_names` flag, and removes all occurences of the flag from call
sites. Therefore, the function will now always match all known names.

I also changed the logic of the function to unconditionally check the
provided sampler names against both the canonical and alternative names,
and to be case-insensitive.

This fixes an issue I was seeing wherein samplers specified in the
`llama-server` UI were not recognized as valid when the alternative
names were used.

* add more alt names

* cont. fix

* cast to unsigned char for correctness

* common : unify sampler name mapping

* annotate canonical vs. alt sampler name mappings per @CISC

* Update common/sampling.cpp

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

* common : auto-generate sampler name aliases per @ngxson

* use merged map for matching

* use `.merge` instead of iterating

* nit: simplify comment

* nit: use insert everywhere, not index assignment

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2026-06-07 22:48:11 +02:00
Aman Gupta
04eb4c446d
llama : add Gemma4 MTP (#23398) 2026-06-07 20:50:54 +08:00
Sigbjørn Skjæret
8a091c47ab
spec : fix vocab compatibility check (#24256) 2026-06-07 14:43:52 +03:00
konradmb
465b1f0e75
arg: Skip mmproj download when user supplied mmproj (#24239) 2026-06-07 11:18:44 +02:00
Tarek Dakhran
98d5e8ba8a
common/chat : fix LFM2/LFM2.5 reasoning round-trip and <think> leak (#24234)
* common/chat : fix LFM2 reasoning round-trip and stray <think> leak
* Gate by reasoning format and whether the template supports <think>
2026-06-06 22:39:21 +02:00
Tarek Dakhran
da87e9b612
common/chat : unify and fix LFM2/LFM2.5 tool parser (#24178) 2026-06-05 14:31:56 -05:00