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60 Commits

Author SHA1 Message Date
Georgi Gerganov
89fea80d29 server : fix incorrect usage of llama_get_embeddings() (#14225) 
* server : fix incorrect usage of llama_get_embeddings()

ggml-ci

* cont : fix the fix

ggml-ci
 2025-06-16 22:33:27 +03:00
Georgi Gerganov
d3e64b9f49 llama : rework embeddings logic (#14208) 
* llama : rework embeddings logic

ggml-ci

* cont : fix rerank

ggml-ci

* cont : engrish [no ci]

* cont : fix rerank

ggml-ci

* server : support both embeddings and completions with single model

ggml-ci

* cont : avoid embeddings_org

ggml-ci
 2025-06-16 14:14:00 +03:00
Eric Curtin
cd355eda7d server : When listening on a unix domain socket don't print http:// and port (#14180) 
Instead show something like this:

main: server is listening on file.sock - starting the main loop

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
 2025-06-15 23:36:22 +02:00
Georgi Gerganov
ffad043973 server : fix SWA condition for full context reprocess (#14163) 
ggml-ci
 2025-06-13 11:18:25 +03:00
Georgi Gerganov
7d516443dd server : re-enable SWA speculative decoding (#14131) 
ggml-ci
 2025-06-12 11:51:38 +03:00
Aman
7781e5fe99 webui: Wrap long numbers instead of infinite horizontal scroll (#14062) 
* webui: Wrap long numbers instead of infinite horizontal scroll

* Use tailwind class

* update index.html.gz
 2025-06-11 16:42:25 +02:00
Taylor
2baf07727f server : pass default --keep argument (#14120) 2025-06-11 13:43:43 +03:00
Juk Armstrong
3a12db23b6 Fixed spec timings to: accepted/tested instead of accepted/drafted (#14104) 2025-06-10 16:48:07 +01:00
R0CKSTAR
dc0623fddb webui: fix sidebar being covered by main content (#14082) 
* webui: fix sidebar being covered by main content

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>

* webui: update index.html.gz

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>

---------

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2025-06-09 12:01:17 +02:00
Georgi Gerganov
87d34b381d server : fix LRU check (#14079) 
ggml-ci
 2025-06-09 12:57:58 +03:00
Georgi Gerganov
745aa5319b llama : deprecate llama_kv_self_ API (#14030) 
* llama : deprecate llama_kv_self_ API

ggml-ci

* llama : allow llama_memory_(nullptr)

ggml-ci

* memory : add flag for optional data clear in llama_memory_clear

ggml-ci
 2025-06-06 14:11:15 +03:00
Georgi Gerganov
3637576288 server : disable speculative decoding for SWA models (#13970) 
* server : use swa-full fo draft context

ggml-ci

* server : disable speculative decoding for SWA models
 2025-06-02 21:34:40 +03:00
Olivier Chafik
c9bbc77931 server: update deepseek reasoning format (pass reasoning_content as diffs) (#13933) 
* server: update deepseek reasoning format (now in reasoning_content diffs), add legacy option for compat
* update unit/test_tool_call.py::test_thoughts
 2025-06-02 10:15:44 -07:00
Georgi Gerganov
3600cc2886 llama : use n_swa + n_ubatch cells for SWA cache (#13833) 
* llama : use n_swa + n_ubatch cells for SWA cache

ggml-ci

* llama : add warning about multi-sqeuence SWA contexts
 2025-05-31 15:57:44 +03:00
igardev
c7e0a2054b webui : Replace alert and confirm with custom modals. (#13711) 
* Replace alert and confirm with custom modals. This is needed as Webview in VS Code doesn't permit alert and confirm for security reasons.

* use Modal Provider to simplify the use of confirm and alert modals.

* Increase the z index of the modal dialogs.

* Update index.html.gz

* also add showPrompt

* rebuild

---------

Co-authored-by: igardev <ivailo.gardev@akros.ch>
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
 2025-05-31 11:56:08 +02:00
Georgi Gerganov
3f55f781f1 llama : auto-batch preparation (#13845) 
* llama : auto-batch

ggml-ci

* context : simplify if branching
 2025-05-31 12:55:57 +03:00
Xuan-Son Nguyen
51fa76f172 mtmd : drop _shared from libmtmd name, merge helpers into libmtmd (⚠️ breaking change) (#13917) 
* mtmd : fix missing public header

* no object

* apply suggestion from Georgi

* rm mtmd-helper, merge it to mtmd

* missing vendor include dir
 2025-05-31 10:14:29 +02:00
Georgi Gerganov
12d0188c0d kv-cache : refactor + add llama_memory_state_i (#13746) 
* kv-cache : simplify the "struct llama_kv_cache" interface

ggml-ci

* kv-cache : revert the (n_swa + n_ubatch) change (for next PR)

ggml-ci

* kv-cache : some comments

ggml-ci

* context : fix graph reserve for multiple sequences

ggml-ci

* kv-cache : fix typo [no ci]

* kv-cache : fix find_slot() logic for free slots

ggml-ci

* llama : add TODO for deprecating the defrag API in the future

* kv-cache : improve find_slot() using min/max seq pos info

ggml-ci

* llama : handle aborts and compute errors

ggml-ci

* memory : extract state into llama_memory_state

ggml-ci

* kv-cache : add comments

ggml-ci

* server : update batching logic to reset n_batch on successful decode

* server : upon full re-processing, remove the sequence from the cache

* kv-cache : add TODO for doing split_equal when split_simple fails

ggml-ci
 2025-05-31 10:24:04 +03:00
Georgi Gerganov
53f925074d sync : vendor (#13901) 
* sync : vendor

ggml-ci

* cont : fix httplib version

ggml-ci

* cont : fix lint

* cont : fix lint

* vendor : move to common folder /vendor

ggml-ci

* cont : fix lint

* cont : move httplib to /vendor + use json_fwd.hpp

ggml-ci

* cont : fix server build

ggml-ci

* cont : add missing headers

ggml-ci

* cont : header clean-up

ggml-ci
 2025-05-30 16:25:45 +03:00
Xuan-Son Nguyen
10961339b2 mtmd : move helpers to dedicated library (⚠️ breaking change) (#13866) 
* mtmd : move helpers to dedicated library

* fix server build

* rm leftover cmakelist code
 2025-05-28 22:35:22 +02:00
Đinh Trọng Huy
e0e3aa231d llama : add support for BertForSequenceClassification reranker (#13858) 
* convert: add support for BertForSequenceClassification

* add support for reranking using BertForSequenceClassification

* merge checks of eos and sep

* fix lint

---------

Co-authored-by: dinhhuy <huy.dinh@brains-tech.co.jp>
 2025-05-28 19:01:58 +02:00
Sky
c962ae3382 server: fix remove 'image_url'/'input_audio' json-object effectlly for 'llama_params' in multimodal-model-mode (#13853) 
[fix]: remove 'image_url'/'input_audio' effectlly for 'llama_params' in multimodal-model-mode
 2025-05-28 16:33:54 +02:00
Olivier Chafik
03f582ae8f server: fix streaming crashes (#13786) 
* add preludes to content on partial regex match

* allow all parsers to parse non-tool-call content.

* tweak order of <|python_tag|> vs <function= parsing for functionary v3.1 format. still not ideal but hopefully less prone to crash
 2025-05-26 16:03:57 +01:00
Olivier Chafik
d74e94c1b3 server: fix format of streamed tool call deltas (diff name, fix id location) (#13800) 
* fix deltas of tool_call.function.name

* fix tool_call.id (was in tool_call.function.id!) + add function type

* add tool_call.type

* populate empty tool_call.function.arguments on first delta
 2025-05-26 14:56:49 +01:00
Olivier Chafik
f13847cfb5 server: fix regression on streamed non-chat completion w/ stops (#13785) 
* more forgiving message diffs: partial stop words aren't erased, full stops are

* Add (slow) server test for completion + stream + stop
 2025-05-26 14:16:37 +01:00
Georgi Gerganov
79c137f776 examples : allow extracting embeddings from decoder contexts (#13797) 
ggml-ci
 2025-05-26 14:03:54 +03:00
Olivier Chafik
e121edc432 server: add --reasoning-budget 0 to disable thinking (incl. qwen3 w/ enable_thinking:false) (#13771) 
---------

Co-authored-by: ochafik <ochafik@google.com>
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
 2025-05-26 00:30:51 +01:00
Xuan-Son Nguyen
2f099b510f webui : bump max upload file size to 500MB (#13779) 2025-05-25 18:02:18 +01:00
Olivier Chafik
d785f9c1fd server: fix/test add_generation_prompt (#13770) 
Co-authored-by: ochafik <ochafik@google.com>
 2025-05-25 10:45:49 +01:00
Olivier Chafik
f5cd27b71d server: streaming of tool calls and thoughts when --jinja is on (#12379) 
* add common_json w/ support for truncated json healing

* add common_chat_msg_diff

* partial common_chat_parse

* refactor parser w/ optionals

* server: wire chat diffs in stream mode

* fix trigger of thinking models (must happen after thoughts are closed)

* fix functionary v3.2 raw python!

* rename: common_chat_syntax (now contains format)

* rm common_regex.at_start

* don't return empty <think></think>

* accommodate yet another deepseek r1 distill fantasy syntax (`<｜tool▁calls｜>`)

* fix QwQ 32B tool call parsing after thoughts (hermes2)

* better logs for grammar triggers

* consume spaces after parse_json_tool_calls

* fix required tool calls w/ thinking models that have pre-opened thinking tags

* fix thinking model's initial trigger + test qwq's template

* run most test_tool_call tests in stream + non-stream modes

* make functionary v3.2 parsing more strict (differentiate first match from others)

* send final diff from server, to close off raw python arguments

* support partial content streaming in Generic mode

* tool-call: allow content prelude before hermes2 tool calls (for Qwen2.5)

* Update function-calling.md

* Update tool_bench.py

* chat-parser: remove input from exception (llm output may contain PII)

---------

Co-authored-by: ochafik <ochafik@google.com>
Co-authored-by: Olivier Chafik <ochafik@users.noreply.github.com>
 2025-05-25 01:48:08 +01:00
Xuan-Son Nguyen
9ecf3e66a3 server : support audio input (#13714) 
* server : support audio input

* add audio support on webui
 2025-05-23 11:03:47 +02:00
Xuan-Son Nguyen
797990c4bc mtmd : add ultravox audio input (#13623) 
* convert ok, load ok

* warmup ok

* test

* still does not work?

* fix padding

* temporary give up

* fix merge conflict

* build_ultravox()

* rm test

* fix merge conflict

* add necessary mtmd APIs

* first working version (only 4s of audio)

* will this monster compile?

* fix compile

* please compile

* fPIC

* fix windows

* various fixes

* clean up audio_helpers

* fix conversion

* add some debug stuff

* long audio input ok

* adapt the api

* add --audio arg

* final touch UX

* add miniaudio to readme

* fix typo

* refactor kv metadata

* mtmd_default_marker()
 2025-05-22 20:42:48 +02:00
Georgi Gerganov
cc74d5be99 server : pad small embedding batches (#13692) 
ggml-ci
 2025-05-22 16:33:39 +03:00
Georgi Gerganov
5fbfe384d4 server : improve error reporting (#13680) 2025-05-21 19:46:56 +03:00
Robin Davidsson
0d5c742161 server : Add the endpoints /api/tags and /api/chat (#13659) 
* Add the endpoints /api/tags and /api/chat

Add the endpoints /api/tags and /api/chat, and improved the model metadata response

* Remove trailing whitespaces

* Removed code that is not needed for copilot to work.
 2025-05-21 15:15:27 +02:00
Dorin-Andrei Geman
42158ae2e8 server : fix first message identification (#13634) 
* server : fix first message identification

When using the OpenAI SDK (https://github.com/openai/openai-node/blob/master/src/lib/ChatCompletionStream.ts#L623-L626) we noticed that the expected assistant role is missing in the first streaming message. Fix this by correctly checking for the first message.

Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
Signed-off-by: Dorin Geman <dorin.geman@docker.com>

* server : Fix checks for first role message for stream=True

Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
Signed-off-by: Dorin Geman <dorin.geman@docker.com>

---------

Signed-off-by: Dorin Geman <dorin.geman@docker.com>
Co-authored-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>
 2025-05-21 15:07:57 +02:00
Georgi Gerganov
797f2ac062 kv-cache : simplify the interface (#13660) 
* kv-cache : simplify the interface

ggml-ci

* context : revert llama_batch_allocr position change

ggml-ci
 2025-05-21 15:11:13 +03:00
Georgi Gerganov
e298d2fbd0 kv-cache : add SWA support (#13194) 
* kv-cache : prepare for SWA

ggml-ci

* kv-cache : initial iSWA implementation

ggml-ci

* kv-cache : rework error recovery logic

ggml-ci

* models : fix Phi-3 SWA parameters

ggml-ci

* model : adjust Granite to rope factor changes

ggml-ci

* server : check if context can do shifts

ggml-ci

* iswa : for now, always enable shifts (experiment)

ggml-ci

* kv-cache : simplify SWA logic

ggml-ci

* kv-cache : apply defrag when we fail to find slots for the batch

ggml-ci

* llama : update docs about llama_decode

ggml-ci

* kv-cache : update warning logs when no space for the batch is available

ggml-ci

* llama : add llama_kv_self_seq_pos_min()

* kv-cache : keep track of partial SWA computes and print warnings

* server : disallow use cases involving partial SWA context

ggml-ci

* llama : add param to control SWA cache size

ggml-ci

* minor : clean-up

ggml-ci
 2025-05-20 08:05:46 +03:00
Isaac McFadyen
6a2bc8bfb7 server : added --no-prefill-assistant flag (#13608) 
* added no-prefill-assistant flag

* reworded documentation comment

* updated server README.md
 2025-05-17 23:59:48 +02:00
Xuan-Son Nguyen
6aa892ec2a server : do not return error out of context (with ctx shift disabled) (#13577) 2025-05-16 21:50:00 +02:00
Xuan-Son Nguyen
aea9f8b4e7 webui : improve accessibility for visually impaired people (#13551) 
* webui : improve accessibility for visually impaired people

* add a11y for extra contents

* fix some labels being read twice

* add skip to main content
 2025-05-16 21:49:01 +02:00
Xuan-Son Nguyen
3cc1f1f1d2 webui : handle PDF input (as text or image) + convert pasted long content to file (#13562) 
* webui : handle PDF input (as text or image)

* handle the case where pdf image + server without mtmd

* fix bug missing pages
 2025-05-15 14:24:50 +02:00
Piotr Wilkin (ilintar)
c753d7bed0 server : proper error handling for missing elements in messages array (OpenAI compatible backend) (#13540) 2025-05-15 08:40:58 +02:00
Olivier Chafik
aa48e373f2 server: inject date_string in llama 3.x template + fix date for firefunction v2 (#12802) 
* Inject date_string in llama 3.x + fix for functionary v2

https://github.com/ggml-org/llama.cpp/issues/12729

* move/fix detection of functionary v3.1 before llama 3.x, fix & test their non-tool mode

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

* generate more tokens in test_completion_with_required_tool_tiny_fast to avoid truncation

---------

Co-authored-by: ochafik <ochafik@google.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
 2025-05-15 02:39:51 +01:00
Olivier Chafik
3198405e98 common: add partial regex support (#12808) 
* move string_find_partial_stop & string_ends_with to common

* add common_regex (supports partial matches)

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

* Update common/regex-partial.cpp

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

* Update common/regex-partial.cpp

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

* Update common/regex-partial.h

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

* partial regex: add missing iterator end checks

* string utils: use string_views

* direct throw to avoid ggml.h include

* regex-partial: replace missed ggml_asserts

---------

Co-authored-by: ochafik <ochafik@google.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-05-14 19:50:57 +01:00
Georgi Gerganov
053174436f server : passthrough the /models endpoint during loading (#13535) 
* server : passthrough the /models endpoint during loading

* server : update readme + return json for "meta" field
 2025-05-14 15:42:10 +03:00
Xuan-Son Nguyen
360a9c98e1 server : fix cache_tokens bug with no cache_prompt (#13533) 2025-05-14 13:35:07 +02:00
Xuan-Son Nguyen
bb1681fbd5 webui : use fflate for more deterministic gzip compress (#13525) 
* webui : use pako for more deterministic gzip compress

* simpler code

* use fflate instead of pako
 2025-05-14 10:26:12 +02:00
Luca Stefani
d486dd3e8e webui: Allow pasting file from clipboard (#13526) 
* server: Allow pasting file from clipboard

* server: Prevent default action on file paste

* update build

* format then build combined

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
 2025-05-14 10:07:31 +02:00
Anudit Nagar
91159ee9df server : allow content to be null in oaicompat_completion_params_parse (#13477) 2025-05-12 13:56:42 +02:00