Commit Graph

679 Commits

Author SHA1 Message Date
Sheldon Robinson 3e5746e3a3
Merge branch 'ggml-org:master' into master 2025-12-31 06:54:14 -05:00
Aldehir Rojas 0f89d2ecf1
common : default content to an empty string (#18485)
* common : default content to an empty string

* common : fix tests that break when content != null
2025-12-30 12:00:57 -06:00
Xuan-Son Nguyen cd78e57c3a
lora: count lora nodes in graph_max_nodes (#18469)
* lora: count lora nodes in graph_max_nodes

* 3 nodes per weight

* 4 nodes

* keep track n_lora_nodes from llama_model

* fix assert

* rm redundant header

* common: load adapters before context creation

* use 6 nodes
2025-12-30 15:53:12 +01:00
o7si daa242dfc8
common: fix return value check for setpriority (#18412)
* common: fix return value check for setpriority

* tools: add logging for process priority setting
2025-12-29 11:07:49 +02:00
o7si 60f17f56da
rpc: fix segfault on invalid endpoint format (#18387)
* rpc: fix segfault on invalid endpoint format

* rpc: add error log for failed endpoint connection
2025-12-28 12:34:41 +02:00
Johannes Gäßler 026d2ad472
llama: fix magic number of 999 for GPU layers (#18266)
* llama: fix magic number of 999 for GPU layers

* use strings for -ngl, -ngld

* enacapsulate n_gpu_layers, split_mode
2025-12-27 20:18:35 +01:00
Xuan-Son Nguyen f5acfb2ffa
server: (router) add stop-timeout option (#18350)
* server: (router) add stop-timeout option

* also allow stop while loading

* add docs

* unload_lru: also wait for unload to complete
2025-12-24 23:47:49 +01:00
Sheldon Robinson 4b29e0b0da
Merge branch 'ggml-org:master' into master 2025-12-24 07:19:20 -05:00
ddh0 10355dc7d0
common: add `LLAMA_ARG_OVERRIDE_TENSOR` env var for `-ot` arg (#18267) 2025-12-24 14:19:12 +08:00
Johannes Gäßler 147a521636
tool/ex/tests: consistently free ctx, then model (#18168) 2025-12-22 11:00:37 +01:00
Aldehir Rojas 9496bbb808
common : reorganize includes to prioritize vendored deps (#18222) 2025-12-20 21:43:21 -06:00
Xuan-Son Nguyen ddcb75dd8a
server: add auto-sleep after N seconds of idle (#18228)
* implement sleeping at queue level

* implement server-context suspend

* add test

* add docs

* optimization: add fast path

* make sure to free llama_init

* nits

* fix use-after-free

* allow /models to be accessed during sleeping, fix use-after-free

* don't allow accessing /models during sleep, it is not thread-safe

* fix data race on accessing props and model_meta

* small clean up

* trailing whitespace

* rm outdated comments
2025-12-21 02:24:42 +01:00
Xuan-Son Nguyen 9e39a1e6a9
server: support load model on startup, support preset-only options (#18206)
* server: support autoload model, support preset-only options

* add docs

* load-on-startup

* fix

* Update common/arg.cpp

Co-authored-by: Pascal <admin@serveurperso.com>

---------

Co-authored-by: Pascal <admin@serveurperso.com>
2025-12-20 09:25:27 +01:00
Pascal 14931a826e
arg: fix order to use short form before long form (#18196)
* arg: fix order to use short form before long form

* arg: update doc

* arg: update test-arg-parser

* arg: address review feedback from ngxson

simplified to check first.length() <= last.length() only
fixed: --sampler-seq, --rerank, --draft ordering
note: middle positions in 3+ arg sets are not verified

* arg: update doc
2025-12-19 18:01:56 +01:00
Sheldon Robinson 390a505011
Merge branch 'ggml-org:master' into master 2025-12-19 08:50:20 -05:00
Xuan-Son Nguyen 98c1c7a7bf
presets: refactor, allow cascade presets from different sources, add global section (#18169)
* presets: refactor, allow cascade presets from different sources

* update docs

* fix neg arg handling

* fix empty mmproj

* also filter out server-controlled args before to_ini()

* skip loading custom_models if not specified

* fix unset_reserved_args

* fix crash on windows
2025-12-19 12:08:20 +01:00
Xuan-Son Nguyen 8ea958d4d9
model : add ASR support for LFM2-Audio-1.5B (conformer) (#18106)
* ASR with LFM2-Audio-1.5B

* Set rope_theta

* Fix comment

* Remove rope_theta setting

* Address PR feedback

* rename functions to conformer

* remove some redundant ggml_cont

* fix missing tensor

* add prefix "a." for conv tensors

* remove redundant reshape

* clean up

* add test model

---------

Co-authored-by: Tarek Dakhran <tarek@liquid.ai>
2025-12-19 00:18:01 +01:00
Xuan-Son Nguyen 4d1316c440
arg: fix ASAN error on sampler_type_names empty (#18167) 2025-12-18 14:30:32 +01:00
Pascal 6ce3d85796
server: (webui) add --webui-config (#18028)
* server/webui: add server-side WebUI config support

Add CLI arguments --webui-config (inline JSON) and --webui-config-file
(file path) to configure WebUI default settings from server side.

Backend changes:
- Parse JSON once in server_context::load_model() for performance
- Cache parsed config in webui_settings member (zero overhead on /props)
- Add proper error handling in router mode with try/catch
- Expose webui_settings in /props endpoint for both router and child modes

Frontend changes:
- Add 14 configurable WebUI settings via parameter sync
- Add tests for webui settings extraction
- Fix subpath support with base path in API calls

Addresses feedback from @ngxson and @ggerganov

* server: address review feedback from ngxson

* server: regenerate README with llama-gen-docs
2025-12-17 21:45:45 +01:00
Georgi Gerganov 4301e27319
common : restore grammar-based rejection sampling (#18137)
* common : restart grammar-based rejection sampling

* sampling : allow null samplers
2025-12-17 19:46:00 +02:00
Johannes Gäßler a2c199e479
common: clarify instructions for bug reports (#18134) 2025-12-17 18:44:13 +01:00
Pascal 487674fbb3
common: fix --override-kv to support comma-separated values (#18056)
* common: fix --override-kv to support comma-separated values

* Update common/arg.cpp

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>

* common: deprecate repeated arguments, suggest comma-separated values

* common: add comma escape support for --override-kv

* common: optimize duplicate detection with insert().second

Co-authored-by: personalmountains <46615898+personalmountains@users.noreply.github.com>

* common: migrate all repeated args to comma-separated syntax

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
Co-authored-by: personalmountains <46615898+personalmountains@users.noreply.github.com>
2025-12-17 11:36:23 +02:00
TrevorS 4b2a4778f8
arg: allow -kvu flag for llama-perplexity (#18117)
The -kvu (--kv-unified) flag is required for hellaswag and winogrande
benchmarks which use coupled sequences. Without unified KV cache,
these benchmarks fail with:

  split_equal: sequential split is not supported when there are
  coupled sequences in the input batch (you may need to use the -kvu flag)

This change adds LLAMA_EXAMPLE_PERPLEXITY to the allowed examples for
the -kvu argument, enabling its use with llama-perplexity.
2025-12-17 08:33:02 +02:00
Xuan-Son Nguyen 7b1db3d3b7
arg: clarify auto kvu/np being set on server (#17997)
* arg: clarify auto kvu/np being set on server

* improve docs

* use invalid_argument
2025-12-16 12:01:27 +01:00
Aldehir Rojas c05aa69f32
common : add nemotron 3 parsing (#18077)
* common : expose json-schema functionality to extract type info

* common : fix peg parser negation during needs_more_input

* common : add some defensive measures in constructed peg parser

* common : add nemotron nano 3 support

* common : add nemotron nano 3 tests

* remove debug line
2025-12-16 04:05:23 -06:00
Johannes Gäßler b1f3a6e5db
llama: automatically set parameters not set by the user in such a way that maximizes GPU utilization (#16653)
* llama: automatically fit args to free memory

llama-fit-params tool

* fix CI

* hints for bug reports, ensure no reallocation

* fix segfault with Vulkan

* add llama-fit-params to CI

* fix CI

* fix CI

* fix CI

* minor adjustments

* fix assignment of 1 dense layer

* fix logger not being reset on model load failure

* remove --n-gpu-layer hint on model load failure

* fix llama-fit-params verbosity

* fix edge case

* fix typo [no ci]
2025-12-15 09:24:59 +01:00
Xuan-Son Nguyen 52392291b2
preset: handle negated arg, reverse the meaning if needed (#18041) 2025-12-14 22:08:10 +01:00
Georgi Gerganov 254098a279
common : refactor common_sampler + grammar logic changes (#17937)
* common : refactor common_sampler + grammar logic changes

* tests : increase max_tokens to get needed response

* batched : fix uninitialized samplers
2025-12-14 10:11:13 +02:00
Xuan-Son Nguyen 4d5ae24c0a
arg: fix common_params_parse not accepting negated arg (#17991) 2025-12-13 12:53:37 +01:00
Sigbjørn Skjæret 8e4d678528
common : skip model validation when --completion-bash is requested (#17975) 2025-12-13 08:40:50 +01:00
Sigbjørn Skjæret 2bc94e7928
add llama-completion to completion-bash executables (#17976) 2025-12-13 08:35:50 +01:00
Xuan-Son Nguyen 380b4c984e
common: support negated args (#17919)
* args: support negated args

* update docs

* fix typo

* add more neg options

* Apply suggestions from code review

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

* rm duplicated arg

* fix LLAMA_ARG_NO_HOST

* add test

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-12-12 23:58:53 +01:00
Xuan-Son Nguyen 54a0fee4b7
arg: add -mm and -mmu as short form of --mmproj and --mmproj-url (#17958)
* arg: add -mm and -mmu as short form of --mmproj and --mmproj-url

* correct order

* update docs
2025-12-12 14:06:06 +01:00
Adrien Gallouët b8ee22cfde
common : add minimalist multi-thread progress bar (#17602)
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2025-12-12 12:44:35 +01:00
Xuan-Son Nguyen 34a6d86982
cli: enable jinja by default (#17911)
* cli: enable jinja by default

* Update common/arg.cpp

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

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-12-10 22:19:42 +01:00
Pascal f32ca51bfe
server: add presets (config) when using multiple models (#17859)
* llama-server: recursive GGUF loading

Replace flat directory scan with recursive traversal using
std::filesystem::recursive_directory_iterator. Support for
nested vendor/model layouts (e.g. vendor/model/*.gguf).
Model name now reflects the relative path within --models-dir
instead of just the filename. Aggregate files by parent
directory via std::map before constructing local_model

* server : router config POC (INI-based per-model settings)

* server: address review feedback from @aldehir and @ngxson

PEG parser usage improvements:
- Simplify parser instantiation (remove arena indirection)
- Optimize grammar usage (ws instead of zero_or_more, remove optional wrapping)
- Fix last line without newline bug (+ operator instead of <<)
- Remove redundant end position check

Feature scope:
- Remove auto-reload feature (will be separate PR per @ngxson)
- Keep config.ini auto-creation and template generation
- Preserve per-model customization logic

Co-authored-by: aldehir <aldehir@users.noreply.github.com>
Co-authored-by: ngxson <ngxson@users.noreply.github.com>

* server: adopt aldehir's line-oriented PEG parser

Complete rewrite of INI parser grammar and visitor:
- Use p.chars(), p.negate(), p.any() instead of p.until()
- Support end-of-line comments (key=value # comment)
- Handle EOF without trailing newline correctly
- Strict identifier validation ([a-zA-Z_][a-zA-Z0-9_.-]*)
- Simplified visitor (no pending state, no trim needed)
- Grammar handles whitespace natively via eol rule

Business validation preserved:
- Reject section names starting with LLAMA_ARG_*
- Accept only keys starting with LLAMA_ARG_*
- Require explicit section before key-value pairs

Co-authored-by: aldehir <aldehir@users.noreply.github.com>

* server: fix CLI/env duplication in child processes

Children now receive minimal CLI args (executable, model, port, alias)
instead of inheriting all router args. Global settings pass through
LLAMA_ARG_* environment variables only, eliminating duplicate config
warnings.

Fixes: Router args like -ngl, -fa were passed both via CLI and env,
causing 'will be overwritten' warnings on every child spawn

* add common/preset.cpp

* fix compile

* cont

* allow custom-path models

* add falsey check

* server: fix router model discovery and child process spawning

- Sanitize model names: replace / and \ with _ for display
- Recursive directory scan with relative path storage
- Convert relative paths to absolute when spawning children
- Filter router control args from child processes
- Refresh args after port assignment for correct port value
- Fallback preset lookup for compatibility
- Fix missing argv[0]: store server binary path before base_args parsing

* Revert "server: fix router model discovery and child process spawning"

This reverts commit e3832b42eeea7fcb108995966c7584479f745857.

* clarify about "no-" prefix

* correct render_args() to include binary path

* also remove arg LLAMA_ARG_MODELS_PRESET for child

* add co-author for ini parser code

Co-authored-by: aldehir <hello@alde.dev>

* also set LLAMA_ARG_HOST

* add CHILD_ADDR

* Remove dead code

---------

Co-authored-by: aldehir <aldehir@users.noreply.github.com>
Co-authored-by: ngxson <ngxson@users.noreply.github.com>
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
Co-authored-by: aldehir <hello@alde.dev>
2025-12-10 22:18:21 +01:00
Xuan-Son Nguyen 6c2131773c
cli: new CLI experience (#17824)
* wip

* wip

* fix logging, add display info

* handle commands

* add args

* wip

* move old cli to llama-completion

* rm deprecation notice

* move server to a shared library

* move ci to llama-completion

* add loading animation

* add --show-timings arg

* add /read command, improve LOG_ERR

* add args for speculative decoding, enable show timings by default

* add arg --image and --audio

* fix windows build

* support reasoning_content

* fix llama2c workflow

* color default is auto

* fix merge conflicts

* properly fix color problem

Co-authored-by: bandoti <bandoti@users.noreply.github.com>

* better loading spinner

* make sure to clean color on force-exit

* also clear input files on "/clear"

* simplify common_log_flush

* add warning in mtmd-cli

* implement console writter

* fix data race

* add attribute

* fix llama-completion and mtmd-cli

* add some notes about console::log

* fix compilation

---------

Co-authored-by: bandoti <bandoti@users.noreply.github.com>
2025-12-10 15:28:59 +01:00
Aldehir Rojas 2fbe3b7bb7
common : add parser for ministral/mistral large 3/devstral 2 (#17713) 2025-12-09 17:31:04 -06:00
Xuan-Son Nguyen 4e842d5120
console: allow using arrow left/right, home/end keys and history mode (#17836)
* console: allow using arrow left/right to edit the line (with UTF-8 support)

* console: fix arrow keys on Windows using private-use Unicode

* console: add Home/End key support for Windows and Linux

* console: add basic Up/Down history navigation

* fix build

* console: allow using arrow left/right to edit the line (with UTF-8 support)

* console: fix arrow keys on Windows using private-use Unicode

* console: add Home/End key support for Windows and Linux

* console: add basic Up/Down history navigation

* console: remove unreachable wc == 0 check after VK switch

* console: add Ctrl+Left/Right word navigation

- Add KEY_CTRL_ARROW_LEFT and KEY_CTRL_ARROW_RIGHT codes
- Windows: detect CTRL modifier via dwControlKeyState
- Linux: parse ANSI sequences with modifier (1;5D/C)
- Implement move_word_left/right with space-skipping logic
- Refactor escape sequence parsing to accumulate params

* console: add Delete key support

- Windows: VK_DELETE detection
- Linux: ESC[3~ sequence parsing
- Forward character deletion with UTF-8 support

* console: implement bash-style history editing

- Edit any history line during UP/DOWN navigation, edits persist
- Pressing Enter appends edited version as new history entry
- Original line stay untouched in their positions

* clean up

* better history impl

* fix decode_utf8

---------

Co-authored-by: Pascal <admin@serveurperso.com>
2025-12-09 11:53:59 +01:00
hksdpc255 636fc17a37
Fix Kimi-K2 tool-call parsing issues (#17376)
* Fix kimi-k2 parsing

* fix template & add more tests for kimi-k2

* Another fix for Kimi-K2 chat template.

* enable allow_toolcall_in_think for Kimi-K2

* Refine key-value separator and value end format

* Enable tool call in think for kimi-k2

* allow_toolcall_in_think is now tested with Kimi-K2

* Remove outdated TODO comment in XML tool call parser

Removed TODO comment about untested tool call feature.

* Rename function from "utf8_truncate_safe" to "utf8_truncate_safe_len"
2025-12-08 14:32:04 +01:00
Sigbjørn Skjæret 22577583a3
common : change --color to accept on/off/auto, default to auto (#17827) 2025-12-07 03:43:50 +01:00
Sheldon Robinson dd4c0b4788
Add peg-parser.h include to chat-parser.h 2025-12-04 20:10:45 -05:00
Sheldon Robinson a2853260ff
Update chat-parser.cpp 2025-12-04 19:17:53 -05:00
Sheldon Robinson f08a068206
Remove common_chat_parse function
Removed the common_chat_parse function and its implementation.
2025-12-04 19:10:58 -05:00
Sheldon Robinson 98015388de
Remove deprecated chat parse functions
Removed deprecated chat parsing functions.
2025-12-04 19:05:43 -05:00
Sheldon Robinson f8d3806162
Add new parsing functions for chat messages 2025-12-04 19:05:28 -05:00
Sheldon Robinson 82732fe002
Remove unused common_chat_parse function declaration 2025-12-04 19:02:12 -05:00
Sheldon Robinson 2b93ea3aa3
Add common_chat_parse function declaration
Fixes #17771
2025-12-04 18:56:12 -05:00
Sheldon Robinson ce174073ba
Add common_chat_parse function for message parsing
Fixes #17771
2025-12-04 18:05:59 -05:00
Daniel Bevenius bd4ef13476
common : skip model validation when --help is requested (#17755)
This commit skips the model validation check when the user specifies the
--help option.

The motivation for this is that currently and error is thrown before the
--help could be processed. Now skips validation if params.usage is set,
allowing help to display without requiring --model.

Resolves: https://github.com/ggml-org/llama.cpp/issues/17754
2025-12-04 13:36:50 +01:00