967 Commits

Author SHA1 Message Date
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 b0827ecb7d.
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
Xuan-Son Nguyen 260862b8ca arg: fix double mtp downloads (#24128) 2026-06-04 19:23:48 +03:00
Bartowski e7bcf1c3a8 Move duplicated imatrix code into single common imatrix-loader.cpp (#22445)
* Deduplicate imatrix loading code

* Add back LLAMA_TRACE, early exit on quantize missing metadata
2026-06-04 17:45:40 +02:00
Aman Gupta 166fe29492 qwen35: use post-norm hidden state for MTP (#24025)
* qwen35: use post-norm hidden state for MTP

* rename pre_norm to nextn

* fix step35
2026-06-04 01:29:09 +08:00
Ryan Mangeno e3666269f9 arg : removed unecesary mmproj download when users pass --no-mmproj (#23425) 2026-06-03 08:04:46 +03:00
Daniel Bevenius 0b7154066e common : fix state save in common_prompt_batch_decode (#23468)
* common : fix state save in common_prompt_batch_decode

This commit addresses a bug in common_prompt_batch_decode that affects
the session state store/restore in completion.cpp and
save-load-state.cpp.

The motivation for this is that currently the code is saving n-1 tokens
in both the session_tokens and in the KV cache. Then when loading the
session tokens, and if the prompt matches, it would replay the last
saved token (n-1) into the next position, effectively replaying the
same token in the wrong position.

The fix is to store all n tokens in session_tokens, while the memory
state only reflects n-1 processed tokens as the saving happens before
the last token is decoded in common_prompt_batch_decode.

I ran both completion.cpp and save-load-state.cpp with a transformer, a
recurrent, and a hybrid model.

Resolves: https://github.com/ggml-org/llama.cpp/issues/23400

Co-authored-by: fairydreaming <166155368+fairydreaming@users.noreply.github.com>
2026-06-02 15:44:15 +02:00
Xuan-Son Nguyen 60130d18f9 server: add SSE ping interval (#24013) 2026-06-02 14:14:55 +02:00
Aleksander Grygier f8e67fc583 ui: Add Thinking mode toggle with reasoning effort levels + improvements for Chat Form Add Action UI (#23434)
* feat: Add "Thinking" toggle and status icon + redesign Chat Form Actions Add panel

* test: Update test reference

* fix: Icon

* fix: E2E test command

* fix: wait for greeting h1 to be visible in e2e test

* fix: remove duplicate PDF option in attachment dropdown

* fix: use label-based group toggle to avoid stale references

* refactor: inline MCP server and tool toggles in mobile sheet

* fix: serve correct build directory in e2e playwright config

* feat: add reasoning effort levels selector in model dropdown

* feat: Reasoning effort

* refactor: Make server origin configurable via environment variable

* feat: Add chat template thinking detector utility

* feat: Add thinking support detection to models store

* refactor: Update model selector components with thinking detection and message-specific indicators

* feat: Update chat form components for model selection and thinking support

* feat: Improve Reasoning controls UI

* refactor: Apply suggestions from code review

Co-authored-by: Aleksander Grygier <aleksander.grygier@gmail.com>

* fix: Model tags

* refactor: Cleanup

* refactor: Remove unneeded components

* refactor: Cleanup
2026-06-02 10:23:19 +02:00
Georgi Gerganov 4f3a4beb8d llama : deprecate llama_set_warmup (#24009)
* llama : deprecate `llama_set_warmup`

* cont : fix type

Co-authored-by: Daniel Bevenius <daniel.bevenius@gmail.com>

---------

Co-authored-by: Daniel Bevenius <daniel.bevenius@gmail.com>
2026-06-02 10:30:38 +03:00
Pascal 354ebac8cb server: real-time reasoning interruption via control endpoint (#23971)
* server: real-time reasoning interruption via control endpoint

Builds on the manual reasoning budget trigger from #23949. Adds a
CONTROL task that mirrors the CANCEL path on the live slot and calls
common_sampler_reasoning_budget_force to end thinking mid-generation.
POST /v1/chat/completions/control with { id_slot, action }, opt-in
reasoning_control arms the budget sampler on demand. Router and single
model. Minimal WebUI button as a skeleton for further UI work.

* ui: track reasoning phase via explicit streaming state

Add isReasoning to the chat store, mirroring the isLoading pattern:
per conversation map, private setter, public accessor and reactive
export. Set from the stream callbacks, true on reasoning chunks, false
on the first content chunk, reset on stream end and resynced on
conversation switch. The skip button now keys off isReasoning so it
shows only during the thinking phase, not the whole generation.

* ui: extract control endpoint and action into constants

Move the chat completion routes, the slots route and the reasoning
control action out of chat.service into api-endpoints and a dedicated
control-actions module. No behavior change, drops the magic strings so
the control protocol has a single source of truth.

* server: target reasoning control by completion id

Address @ngxson review on the control endpoint.

Switch from id_slot to the chat completion id to avoid a TOCTOU: the
slot can be reassigned between the lookup and the control request, so
matching the live completion (oaicompat_cmpl_id) is safe and a finished
one simply matches nothing. Rename the action to reasoning_end, guard
it on the reasoning_control flag of the target slot, and reduce the
response to {success} with an optional message.

* ui: target reasoning control by completion id

Keep the streamed completion id on the message and post it back to the
control endpoint instead of probing /slots. Drops the slot discovery
and the TOCTOU that came with it. Action renamed to reasoning_end,
response read as {success}.

* server: address review from @ngxson

Move the control fields into task_params and drop the redundant
comments on the control path.

* server: document the reasoning control endpoint

* Update tools/ui/src/lib/types/database.d.ts

Co-authored-by: Aleksander Grygier <aleksander.grygier@gmail.com>

* ui: rename cmplId to completionId

Per @allozaur review, clearer name for the streamed completion id.

* ui: wire completion id capture through the agentic flow

The webui streams through the agentic flow, which relayed onModel but
not onCompletionId, so the completion id never reached the message and
the control request was never sent. Relay it through the flow and its
callbacks type, declare id on the chunk type, and log an explicit error
when the button fires without a usable id.

* ui: target reasoning control model from the message

The model is a property of the completion, so read it from the streaming
message like the id, not from the model dropdown which is unrelated UI
state. Makes the request self-consistent by construction instead of just
unlikely to drift.

---------

Co-authored-by: Aleksander Grygier <aleksander.grygier@gmail.com>
2026-06-02 07:26:20 +02:00
Georgi Gerganov 5dcb711666 speculative : fix n_outputs_max and remove draft-simple auto-enable (#23988)
* speculative : add common_speculative_n_max helper function

Extract the speculative max-draft-size logic from server_n_outputs_max
into a reusable common_speculative_n_max() function in common/speculative.

Assisted-by: llama.cpp:local pi

* cont : draft context always has n_parallel outputs

* llama : log n_outputs_max

* speculative : remove draft-simple auto-enable

* ci : enable server tests on PRs
2026-06-01 22:26:58 +03:00
Aman Gupta de6f727aae llama: limit max outputs of llama_context (#23861)
* llama: save more VRAM by reserving n_outputs == n_seqs when possible

* add n_outputs_per_seq

* move n_outputs_max to server-context

* change ubatch to batch everywhere
2026-06-01 18:01:38 +03:00
Aldehir Rojas 5254a7994d common : support manually triggering the reasoning budget end sequence (#23949) 2026-06-01 11:37:11 +02:00
Xuan-Son Nguyen 06d26dfdff download: add option to skip_download (#23059)
* download: add option to skip_download

* fix

* fix 2

* if file doesn't exist, respect skip_download flag
2026-05-29 16:30:55 +02:00
Xuan-Son Nguyen cb47092b00 server: bump timeout to 3600s (#23842)
* server: bump timeout to 3600s

* nits: change wording
2026-05-29 10:23:17 +02:00
Omid Azizi b000431a0b ngram-mod : Add missing include (#23857)
[no release]

Signed-off-by: Omid Azizi <oazizi@gimletlabs.ai>
2026-05-29 09:21:37 +03:00
Adrien Gallouët 98e480a32e app : move licences to llama-app (#23824)
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2026-05-29 07:46:11 +02:00
Mikolaj Kucharski 7fb1e70b59 arg: Add LLAMA_ARG_API_KEY_FILE environment variable for --api-key-file (#23167) 2026-05-28 16:25:40 +02:00
Georgi Gerganov 6b4e4bd582 common : fix env names to all have LLAMA_ARG_ prefix (#23778) 2026-05-27 14:52:47 +03:00
jacekpoplawski e2ef8fe42c server: fix checkpoints creation (#22929)
* common : add common_chat_split_by_role

* cont : fix spans to reach end of message

* server: fix checkpoints creation

- extract message_spans from chat templates
- find the prompt token position before the latest user message
- split prompt batching at that position
- create a context checkpoint before the latest user input
- avoid periodic mid-prompt checkpoints when that position is known
- handle multimodal prompts when mapping text/template positions to server prompt tokens
- add --checkpoint-min-step to control minimum spacing between checkpoints

* cont : clean-up

* Support autoparser detection for message barriers

* server: fix message span delimiter and update docs

---------

Co-authored-by: Alde Rojas <hello@alde.dev>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Piotr Wilkin <piotr.wilkin@syndatis.com>
2026-05-25 08:56:18 +03:00
Aman Gupta 83eebe9d08 server: add margin for draft model for fit (#23485) 2026-05-24 14:43:08 +08:00