Commit Graph
64 Commits
Author SHA1 Message Date
Xuan Son Nguyen b7d9c4ccaf nits 2026-08-12 17:19:57 +02:00
Xuan Son Nguyen 27615964d0 rm dead code 2026-08-12 17:07:46 +02:00
Xuan Son Nguyen c53ad20164 nits 2026-08-12 15:45:23 +02:00
Xuan Son Nguyen 9c57fd783c refactor server_task_result_metrics 2026-08-12 14:16:11 +02:00
Xuan Son Nguyen e0f113decb metrics: seperate cache/processed prompt tokens 2026-08-12 13:54:36 +02:00
Xuan Son Nguyen 372ea5734d more accurate batch metrics tracking 2026-08-12 13:25:43 +02:00
Xuan Son Nguyen 75d2de4bac rm result_timings 2026-08-12 00:33:11 +02:00
Xuan Son Nguyen 14bb119b2e server: refactor metrics 2026-08-11 19:20:47 +02:00
Bhavik Sharda a035a88878 server: Adding spec-decode counters to /metrics endpoint (#26389)
* * server: add spec-decode counters to /metrics endpoint

* server: fixed review comments and now aligned param names exactly with vLLM.
2026-08-05 12:36:01 +02:00
Georgi Gerganov 992c325323 server : add trace logging for slot similarity checking (#26271)
Adds trace logging in server-context.cpp for slot similarity checking
during prompt cache slot selection, including skip reasons and similarity
calculation details.

Assisted-by: llama.cpp:Qwen3.6-27B
2026-07-29 14:59:44 +03:00
Georgi Gerganov 9a3bf2b849 server : add extra trace log for prompt similarity (#26218) 2026-07-28 11:05:16 +03:00
Tekin Ertekin 2cfc7670ed server : add missing task parameters(adaptive_target, adaptive_decay) in generation_settings (#25830)
These two parameters were overlooked when task parameters were being JSONized
within `generation_settings` and have been added. A regression test has been
added to prevent the problem from recurring and it passes.

Fixes #25803
2026-07-25 20:53:08 +02:00
Georgi Gerganov bf2c86ddc0 server : refactor prompt cache state ownership (#25649)
* server : clear checkpoints upon prompt clear

* server : move the prompt state data to the server_prompt_cache

Assisted-by: pi:llama.cpp/Qwen3.6-27B

* server : handle batched slot being cleared
2026-07-14 18:25:52 +03:00
Thomas LECONTE 5eca4e3cab server : add timings and progress to /responses API stream (#25348) 2026-07-07 16:13:03 +02:00
Thiago Padilha 6c487e2f79 server: enforce prompt cache RAM limit (#25070)
Before this commit, --cache-ram was not a hard limit:

- The cache always kept at least one entry, even if that entry exceeded the
  RAM/token limits.
- Old entries were only evicted for the RAM/token limits after saving the new
  one, which could cause the cache to temporarily exceed the RAM/token limits
  even if individual entries were below the limit.

Now, ensure that the RAM limit is strict with these changes:

- Skip saving state to cache if by itself it exceeds the RAM limit.
- Evict old entries as necessary to make the new entry fit.

Additionally, token-limit cleanup may now evict the last remaining cache entry
instead of always preserving one.
2026-07-07 15:24:35 +02:00
Georgi Gerganov 27c8bb4f63 logs : reduce v2 (#25078)
* server : reduce logs

* cont : common

* cont : spec

* cont : CMN_ -> COM_
2026-06-28 08:52:15 +03:00
Matt Thompson dec5ca5577 server : Add id to tool call responses api (#24882) 2026-06-22 23:03:12 +02:00
Xuan-Son Nguyen e1efd0991d server: add "schema" and validation (#24150)
* wip

* working

* correct some limits

* add field name to error message
2026-06-18 15:40:58 +02:00
Aldehir Rojas 42a0afd594 server : do not parse when flushing http headers (#24281) 2026-06-08 13:32:41 -05:00
ddh0andSigbjørn Skjæret 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 <[email protected]>

* 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 <[email protected]>
2026-06-07 22:48:11 +02:00
PascalandAleksander Grygier 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 <[email protected]>

* 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 <[email protected]>
2026-06-02 07:26:20 +02:00
Xuan-Son Nguyen 0821c5fcfd server: in SSE mode, send HTTP headers when slot starts (#23884)
* server: in SSE mode, send HTTP headers when slot starts

* ref to pr

* stream should be false by default
2026-05-30 00:06:29 +02:00
Aldehir Rojas 1acee6bf89 server: only parse empty msg if continuing an assistant msg (#23506) 2026-05-22 11:58:15 -04:00
Aldehir Rojas 39cf5d6191 common : delegate assistant continuation to underlying template handlers (#23089)
* common : delegate assistant continuation to template handler

* server : implement echo parameter to exclude assistant prefill in the response

* server : fix tests for prefill

* server : use existing llama template

* cont : clean up
2026-05-17 13:36:05 +02:00
Georgi Gerganov 67b2b7f2f2 logs : reduce (#23021)
* logs : reduce

* args : fix envs

* server : fix build

* common : print verbosity level at start

* server : clean-up logs

* server : print prompt processing timings + sampling params

* minor : whitespaces
2026-05-14 13:05:52 +03:00
Georgi GerganovandPetros Sideris 68e7ea3eab spec : parallel drafting support (#22838)
* spec : refactor

* spec : drop support for incompatible vocabs

* spec : update common_speculative_init()

* cont : pass seq_id

* cont : dedup ctx_seq_rm_type

* server : sketch the ctx_dft decode loop

* server : draft prompt cache and checkpoints

* server : improve ctx names

* server, spec : transition to unified spec context

* cont : sync main and drft contexts

* cont : async drft eval when possible

* cont : handle non-ckpt models

* cont : pass correct n_past for drafting

* cont : process images throught the draft context

* spec : handle draft running out of context

* server : fix mtmd draft processing

* server : fix URL for draft model

* server : add comment

* server : clean-up + dry

* speculative-simple : update

* spec : fix n_past type

* server : fix slot ctx_drft ptr

* tools : update readme

* naming : improve consistency

* spec : refactor for multi-sequence speculative context

* cont : prepare params

* cont : prepare params

* spec : support parallel drafts

* server : support parallel drafting

* llama : reuse device buffers when possible

* server, spec : clean-up

* cont : clean-up

* cont : minor

* spec : reset `drafting` flag at the end

* spec : introduce `common_speculative_process()`

* spec : allow for multiple spec types (chain of speculators)

* replace old type field of type common_speculative_type in the
  common_params_speculative struct with a vector to allow multiple
  types to be specified

* introduce common_get_enabled_speculative_impls(const std::vector<enum common_speculative_type>)
  to figure out which implementations the user has enabled

* introduce common_speculative_type_from_names(const std::vector<std::string> & names)
  to parse the already user provided spec types

* all speculators run sequentially, best one wins (we verify its drafted tokens)

* maximize expected accepted tokens for current round by calculating the
  product between the probability of accepting current token (n_acc_tokens / n_gen_drafts)
  and the draft's length

---------

Co-authored-by: Petros Sideris <[email protected]>
2026-05-11 19:09:43 +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
Song LiandGeorgi Gerganov c78fb909b2 server: fix heap-buffer-overflow from negative n_discard (CVE-2026-21869) (#22267)
* server: clamp n_discard to non-negative at JSON parse boundary (CVE-2026-21869)

A negative n_discard from client JSON causes heap-buffer-overflow in
update_slots() context-shift loop (CWE-787, CVSS 8.8). Clamp to 0 at
ingress; n_discard=0 already triggers auto-discard (n_left/2).

Ref: GHSA-8947-pfff-2f3c

* cont : cleaner

* cont : cleanerer

* cont : cleanest

---------

Co-authored-by: Georgi Gerganov <[email protected]>
2026-04-23 18:39:07 +02:00
Xuan-Son Nguyen 17f6245168 server: ignore reasoning content from transcription api (#21905) 2026-04-22 12:10:50 +02:00
Piotr Wilkin (ilintar) 134d6e54d4 common/chat, server: refactor, move all conversion functions to common, add tests (#20690)
* Refactor conversion functions
2026-04-22 10:28:45 +02:00
Sascha RogmannandGeorgi Gerganov 455d8e4be8 server : speculative checkpointing (#19493)
* server : speculative decoding using checkpoints

* server : fix draft check with checkpoints

* server : rename spec vars

* server : log levels

* server : refactored spec logic to speculative.cpp

* server : renamed spec checkpoints option

* server : fix spec checkpoints, logging

* speculative : checkpoints with draft model, logging

* server : n_tokens_cur and create_checkpoint in draft

* server : fix server_speculative_callback (slot.id)

* spec : fix ngram-map/begin idx_last_check

* spec : init ckpt (begin() wasn't called)

* chore: update webui build output

* server : restore sampler in spec checkpoint and clear mem

* cont : avoid --spec-use-checkpoints argument

* cont : remove server_prompt_checkpoint_with_size

* spec : rename (leave_draft_state)

* cont : clean-up

* cont : do not ignore partial drafts even if the are short

* cont : spec callback owned by session

* cont : simplify

* cont : avoid empty speculative session

* cont : simplify

* cont : simplify

* cont : enable mtmd speculative decoding

* cont : keep the spec sampler alive

* cont : simplify

* cont : fix nullptr deref + draft checkpoints

* cont : remove common_speculative_accept_response

* cont : remove callback

* cont : simplify

* cont : minor

* cont : simplify

* cont : fix accepted number

---------

Co-authored-by: Georgi Gerganov <[email protected]>
2026-04-19 10:24:06 +03:00
Georgi Gerganov 6990e2f1f7 libs : rename libcommon -> libllama-common (#21936)
* cmake : allow libcommon to be shared

* cmake : rename libcommon to libllama-common

* cont : set -fPIC for httplib

* cont : export all symbols

* cont : fix build_info exports

* libs : add libllama-common-base

* log : add common_log_get_verbosity_thold()
2026-04-17 11:11:46 +03:00
Xuan-Son Nguyen e489a5ca0e server: support OAI /v1/audio/transcriptions API (#21863)
* server: support OAI /v1/audio/transcriptions API

* address autoreview comments

* correct default response_format value
2026-04-14 11:09:52 +02:00
AUTOMATIC1111andAUTOMATIC <-> 3ee9da0e4f server : fix grammar commandline args (#21543)
Co-authored-by: AUTOMATIC <->
2026-04-09 10:16:54 +03:00
Yuri Khrustalev 660600081f server: respect the ignore eos flag (#21203) 2026-04-08 17:12:15 +02:00
Yes You Can Have Your OwnandGeorgi Gerganov 50e0ad08fb server: save and clear idle slots on new task (--clear-idle) (#20993)
* server: clear idle slots KV from VRAM (LLAMA_KV_KEEP_ONLY_ACTIVE)

* server: move idle slot KV clearing to slot release

The save "cost" is now paid by the finishing request.

* server: add --kv-clear-idle flag, enable by default

* server: skip clearing last idle slot, clear on launch

* server: test --no-kv-clear-idle flag

* server: simplify on-release clearing loop

* server: remove on-release KV clearing, keep launch-only

* cont : clean-up

* tests: update log strings after --clear-idle rename

* tests: use debug tags instead of log message matching

* test: fix Windows CI by dropping temp log file unlink

---------

Co-authored-by: Georgi Gerganov <[email protected]>
2026-04-03 19:02:27 +02:00
Aldehir RojasandPiotr Wilkin 59d840209a common : inhibit lazy grammar sampler while reasoning is active (#20970)
* common : inhibit grammar while reasoning budget is active

* cont : update force_pos in accept

* cont : fix tests

* cont : tweak should apply logic

* cont : return early not using grammar sampler

* Add tests

* cont : prevent backend sampling when reasoning budget enabled

* cont : fix typo

---------

Co-authored-by: Piotr Wilkin <[email protected]>
2026-03-27 18:30:40 +01:00
Piotr Wilkin (ilintar) b1c70e2e54 common/parser: fix nasty bug causing subtle corruption of generation prompt (#20825) 2026-03-21 00:19:04 +01:00
Ryan Goulden 26c9ce1288 server: Add cached_tokens info to oaicompat responses (#19361)
* tests : fix fetch_server_test_models.py

* server: to_json_oaicompat cached_tokens

Adds OpenAI and Anthropic compatible information about the
number of cached prompt tokens used in a response.
2026-03-19 19:09:33 +01:00
Piotr Wilkin (ilintar)andGeorgi Gerganov 5e54d51b19 common/parser: add proper reasoning tag prefill reading (#20424)
* Implement proper prefill extraction

* Refactor cli parameters, update docs, move reasoning budget sampler part to common/reasoning-budget.cpp

* Update tools/server/server-task.cpp

* refactor: move grammars to variant, remove grammar_external, handle exception internally

* Make code less C++y

Co-authored-by: Georgi Gerganov <[email protected]>
2026-03-19 16:58:21 +01:00
acb7c79069 common/parser: handle reasoning budget (#20297)
* v1

* Finished!

* Handlie cli

* Reasoning sampler

* Apply suggestions from code review

Co-authored-by: Sigbjørn Skjæret <[email protected]>

* Less explosive terminology :)

* Add utf-8 case and tests

* common : migrate reasoning budget sampler to common

* cont : clean up

* cont : expose state and allow passing as initial state

* cont : remove unused imports

* cont : update state machine doc string

---------

Co-authored-by: Sigbjørn Skjæret <[email protected]>
Co-authored-by: Alde Rojas <[email protected]>
2026-03-11 10:26:12 +01:00
decahedron1 ff52ee964d server : correct index on finish in OAI completion streams (#20226) 2026-03-08 10:08:57 +01:00
Piotr Wilkin (ilintar) 566059a26b Autoparser - complete refactoring of parser architecture (#18675)
* Autoparser - full single commit squish

* Final pre-merge changes: minor fixes, Kimi 2.5 model parser
2026-03-06 21:01:00 +01:00
Georgi Gerganov f20469d919 server : enable multi-modal prompt caching (#19877) 2026-02-25 15:15:42 +02:00
Radoslav Gerganov c830f99cfa server : support max_completion_tokens request property (#19831)
"max_tokens" is deprectated in favor of "max_completion_tokens" which
sets the upper bound for reasoning+output token.

Closes: #13700
2026-02-24 10:30:00 +02:00
Sascha Rogmann 292f6908cd spec : remove check rate (#19377)
* spec: remove parameter spec-ngram-check-rate

* spec : renamed statistics vars

* spec : add n_call_begin, n_call_accept

* spec : don't enable key-map-stats
2026-02-09 15:30:50 +02:00
72d3b1898a spec : add self‑speculative decoding (no draft model required) + refactor (#18471)
* server: introduce self-speculative decoding

* server: moved self-call into speculative.cpp

* can_speculate() includes self-speculation

Co-authored-by: Georgi Gerganov <[email protected]>

* server: can_speculate() tests self-spec

* server: replace can_speculate() with slot.can_speculate()

Co-authored-by: Sigbjørn Skjæret <[email protected]>

* common: use %zu format specifier for size_t in logging

Co-authored-by: Sigbjørn Skjæret <[email protected]>

* server: can_speculate() requires a task instance

* common: ngram map, config self-speculative decoding

* common: add enum common_speculative_type

* common: add vector of speculative states

* common: add option --spec-draftless

* server: cleanup (remove slot.batch_spec, rename)

* common: moved self-spec impl to ngram-map

* common: cleanup (use common_speculative_state_draft)

* spec : refactor

* cont : naming

* spec: remove --spec-config

* doc: (draftless) speculative decoding

* common: print performance in spec decoding

* minor : cleanup

* common : better names

* minor : cleanup + fix build

* minor: comments

* CODEOWNERS: add common/ngram-map.* (#18471)

* common : rename speculative.draftless_type -> speculative.type

* ngram-map : fix uninitialized values

* ngram-map : take into account the input can become shorter

* ngram-map : revert len check for now

* arg : change `--spec-draftless` -> `--spec-type`

* spec : add common_speculative_state::accept()

* spec : refactor + add common_speculative_begin()

* spec : fix begin() call with mtmd

* spec : additional refactor + remove common_speculative_params

---------

Co-authored-by: Georgi Gerganov <[email protected]>
Co-authored-by: Sigbjørn Skjæret <[email protected]>
2026-01-28 19:42:42 +02:00
Xuan-Son Nguyen 51fa458a92 server : support preserving reasoning_content in assistant message (#18994)
* support reasoning_content input

* report template caps to webui

* add docs

* rm commented code
2026-01-22 21:30:06 +01:00
손희준andopeningnow <> c6926d1d95 server: Reorder methods in server-task.cpp (#19016)
* Move `task_result_state::update_chat_msg` to match with header

* Move `server_task_result_cmpl_partial::to_json_anthropic()` to match with header

---------

Co-authored-by: openingnow <>
2026-01-22 14:36:04 +01:00
손희준andopeningnow <> fbbf3ad190 server: /v1/responses (partial) (#18486)
* from previous PR

* Make instruction(system) as first message

* Convert [input_message] (text/image/file)

* Rename convert_responses_to_chatcmpl(body) -> response_body

* Initial tool call support

* Erase instructions field from chatcmpl body

* Feed reasoning texts to chat template

* Use std::vector instead of opaque json array

* Make output_item.added events consistent

* Move `server_task_result_cmpl_partial::update` from header to source

* Match ID of output_item.added and .done events

* Add function_call only if there is no "fc_" prefix

* Add function call output at non-streaming API

* Test if ID is persistent

* Add doc

* Fix style - use trailing comma

* Rewrite state management

* catch up with upstream/master

* Fix style - "type" is the first item of SSE data

* Explicitly check "instructions" from response_body

* Make lambdas static

* Check if reasoning content exists

* Add `oai_resp_id` to task_result_state(also initialized at ctor), server_task_result_cmpl_partial, and server_task_result_cmpl_final

* Reject `input_file` since it is not supported by chatcmpl

* Add "fc_" prefix to non-straming function call id as coderabbit pointed out

---------

Co-authored-by: openingnow <>
2026-01-21 17:47:23 +01:00