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486 Commits

Author SHA1 Message Date
Sigbjørn Skjæret
de8ec1348b Merge branch 'master' into cisc/test-tokenizers-remote 2025-05-31 21:25:34 +02:00
Olivier Chafik
e15898d1c7 server: allow unclosed thinking tags (#13931) 2025-05-31 08:26:10 -07:00
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
Sigbjørn Skjæret
0fe7183ae4 fix prototype for non-curl builds 2025-05-28 11:11:02 +02:00
Sigbjørn Skjæret
2d2e059f4f make common_download_file_single/multiple public 2025-05-28 09:50:41 +02:00
Olivier Chafik
cdf94a1802 server: --offline mode (#13804) 
* server: --offline mode (env: LLAMA_OFFLINE)

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
 2025-05-26 22:34:27 +01:00
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
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
Percy Piper
c508256db2 rpc : Fix build on OpenBSD (#13541) 2025-05-25 15:35:53 +03:00
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
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
Sigbjørn Skjæret
2aa777d86d examples : switch retrieval to llama_encode (#13685) 
* switch retrieval to llama_encode

* enable --no-warmup for retrieval
 2025-05-21 16:57:38 +02:00
Georgi Gerganov
a4090d1174 llama : remove llama_kv_cache_view API + remove deprecated (#13653) 
ggml-ci
 2025-05-20 16:13:16 +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
psocolovsky
1dfbf2cf3a common : add load_progress_callback (#13617) 2025-05-19 21:17:36 +02:00
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
Georgi Gerganov
518329b2d4 parallel : add option for non-shared and larger prompts (#13598) 
* parallel : add option for non-shared and larger prompts

* parallel : update readme [no ci]

* cont : add note about base models [no ci]

* parallel : better var name

ggml-ci
 2025-05-17 12:58:55 +03:00
Z
3e0be1cace llguidance : official v0.7.20 release (no actual changes) [noci] (#13594) 2025-05-16 22:56:28 +02:00
Olivier Chafik
bc098c3cf0 minja: sync (qwen3) (#13573) 
* minja: sync f06140fa52

- https://github.com/google/minja/pull/67 (@grf53)
- https://github.com/google/minja/pull/66 (@taha-yassine)
- https://github.com/google/minja/pull/63 (@grf53)
- https://github.com/google/minja/pull/58

---------

Co-authored-by: ochafik <ochafik@google.com>
 2025-05-15 23:29:10 +01:00
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
Johannes Gäßler
10d2af0eaa llama/ggml: add LLM training support (#10544) 
* llama/ggml: add LLM training support

more compact progress bar

llama_save_model_to_file

llama_opt_param_filter

ggml_graph_dup force_grads

refactor ggml_opt, fix test-opt

* remove logits_all

* refactor CUDA implementation for ACC

* reset graph at beginning of opt period
 2025-05-12 14:44:49 +02:00
David Huang
7f323a589f Add --no-op-offload to improve -ot pp perf in MoE models like llama4 400B (#13386) 2025-05-11 14:18:39 +02:00
Sigbjørn Skjæret
43dfd741a5 llguidance : set tokenizer slices to default (#13424) 2025-05-10 17:19:52 +02:00
Xuan-Son Nguyen
7fef11766c arg : add env var to control mmproj (#13416) 
* arg : add env var to control mmproj

* small note about -hf --mmproj
 2025-05-10 08:16:29 +02:00
Helton Reis
7c28a74e07 chore(llguidance): use tagged version that does not break the build (#13413) 2025-05-09 23:15:39 +03:00
Xuan-Son Nguyen
33eff40240 server : vision support via libmtmd (#12898) 
* server : (experimental) vision support via libmtmd

* mtmd : add more api around mtmd_image_tokens

* mtmd : add more api around mtmd_image_tokens

* mtmd : ability to calc image hash

* shared_ptr for mtmd_image_tokens

* move hash to user-define ID (fixed)

* abstract out the batch management

* small fix

* refactor logic adding tokens to batch

* implement hashing image

* use FNV hash, now hash bitmap instead of file data

* allow decoding image embedding to be split into batches

* rm whitespace

* disable some features when mtmd is on

* fix --no-mmproj-offload

* mtmd_context_params no timings

* refactor server_inp to server_tokens

* fix the failing test case

* init

* wip

* working version

* add mtmd::bitmaps

* add test target

* rm redundant define

* test: mtmd_input_chunks_free

* rm outdated comment

* fix merging issue

* explicitly create mtmd::input_chunks

* mtmd_input_chunk_copy

* add clone()

* improve server_input struct

* clip :  fix confused naming ffn_up and ffn_down

* rm ffn_i/o/g naming

* rename n_embd, n_ff

* small fix

* no check n_ff

* fix detokenize

* add const to various places

* add warning about breaking changes

* add c api

* helper: use mtmd_image_tokens_get_n_pos

* fix ctx_shift

* fix name shadowing

* more strict condition

* support remote image_url

* remote image_url log

* add CI test

* do not log base64

* add "has_multimodal" to /props

* remove dangling image

* speculative: use slot.cache_tokens.insert

* Apply suggestions from code review

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

* rm can_be_detokenized

* on prmpt processing done, assert cache_tokens.size

* handle_completions_impl returns void

* adapt the new web ui

* update docs and hot topics

* rm assert

* small fix (2)

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-05-09 19:29:37 +02:00
Bartowski
efb8b47eda imatrix : Add --parse-special for enabling parsing of special tokens in imatrix calculation (#13389) 
* Add --parse-special for enabling parsing of special tokens in imatrix calculation

* whitespace
 2025-05-09 11:53:58 +02:00
Diego Devesa
15e03282bb ci : limit write permission to only the release step + fixes (#13392) 
* ci : limit write permission to only the release step

* fix win cuda file name

* fix license file copy on multi-config generators
 2025-05-08 23:45:22 +02:00
Xuan-Son Nguyen
8c83449cb7 server : (webui) revamp the input area, plus many small UI improvements (#13365) 
* rework the input area

* process selected file

* change all icons to heroicons

* fix thought process collapse

* move conversation more menu to sidebar

* sun icon --> moon icon

* rm default system message

* stricter upload file check, only allow image if server has mtmd

* build it

* add renaming

* better autoscroll

* build

* add conversation group

* fix scroll

* extra context first, then user input in the end

* fix <hr> tag

* clean up a bit

* build

* add mb-3 for <pre>

* throttle adjustTextareaHeight to make it less laggy

* (nits) missing padding in sidebar

* rm stray console log
 2025-05-08 15:37:29 +02:00
Georgi Gerganov
51fb96b1ff context : remove logits_all flag (#13284) 
* context : remove logits_all flag

ggml-ci

* llama : remove logits_all flag + reorder llama_context_params

ggml-ci
 2025-05-08 14:26:50 +03:00
Ycros
39e73ae0d6 common : Add a warning when we can't match samplers from a string or char. (#13330) 2025-05-07 11:23:28 +03:00
Georgi Gerganov
4773d7a02f examples : remove infill (#13283) 
ggml-ci
 2025-05-07 10:28:02 +03:00
oobabooga
233461f812 sampling : Integrate Top-nσ into main sampling chain (and add it to the server) (#13264) 
* sampling: add Top-nσ sampler to `llama-server` and sampler ordering

* revert: sampler ordering

* revert: VS' crappy auto-formatting

* revert: VS' crappy auto-formatting pt.2

* revert: my crappy eye sight...

* sampling: add XTC to Top-nσ sampler chain

* sampling: add Dyna. Temp. to Top-nσ sampler chain

* sampling: actually remove Top-nσ from sampler(oops)

* Integrate top_n_sigma into main sampler chain

* Define COMMON_SAMPLER_TYPE_TOP_N_SIGMA

* Formatting

* Lint

* Exit early in the sampler if nsigma < 0

---------

Co-authored-by: CasualAutopsy <casual_autopsy@outlook.com>
 2025-05-05 22:12:19 +02:00
Xuan-Son Nguyen
9b61acf060 mtmd : rename llava directory to mtmd (#13311) 
* mv llava to mtmd

* change ref everywhere
 2025-05-05 16:02:55 +02:00
Diego Devesa
1d36b3670b llama : move end-user examples to tools directory (#13249) 
* llama : move end-user examples to tools directory

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
 2025-05-02 20:27:13 +02:00
Georgi Gerganov
fab647e884 server : add cache reuse card link to help (#13230) 
* server : add cache reuse card link to help

* args : use short url
 2025-05-02 09:48:31 +03:00
Diego Devesa
d7a14c42a1 build : fix build info on windows (#13239) 
* build : fix build info on windows

* fix cuda host compiler msg
 2025-05-01 21:48:08 +02:00
Xuan-Son Nguyen
13c9a3319b arg : remove CURLINFO_EFFECTIVE_METHOD (#13228) 2025-05-01 10:23:25 +02:00
Xuan-Son Nguyen
6f67cf1f48 arg : -hf do not fail if url mismatch (#13219) 
* arg : -hf do not fail if url mismatch

* do not return if cannot parse metadata json
 2025-04-30 21:29:15 +01:00
Olivier Chafik
3b127c7385 common : add -jf / --json-schema-file flag (#12011) 2025-04-30 14:52:35 +02:00
Xuan-Son Nguyen
5933e6fdc9 arg : allow using -hf offline (#13202) 
* arg : allow using -hf offline

* add more comments in code [no ci]
 2025-04-30 10:46:32 +02:00
Georgi Gerganov
43f2b07193 common : fix noreturn compile warning (#13151) 
ggml-ci
 2025-04-28 11:57:19 +03:00
Xuan-Son Nguyen
85f36e5e71 arg : fix unused variable (#13142) 2025-04-28 08:16:59 +03:00
Xuan-Son Nguyen
2d451c8059 common : add common_remote_get_content (#13123) 
* common : add common_remote_get_content

* support max size and timeout

* add tests
 2025-04-26 22:58:12 +02:00
frob
d5fe4e81bd grammar : handle maxItems == 0 in JSON schema (#13117) 
Co-authored-by: Richard Lyons <frob@cloudstaff.com>
 2025-04-26 10:10:20 +02:00