Commit Graph

1380 Commits

Author SHA1 Message Date
e9b2f84f14 llava: add big-endian conversion for image encoder (#12218)
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
2025-03-06 09:33:21 +01:00
57b6abf85a android : fix KV cache log message condition (#12212) 2025-03-06 08:22:49 +02:00
669912d9a5 tool-call: fix Qwen 2.5 Coder support, add micro benchmarks, support trigger patterns for lazy grammars (#12034)
* sampler: turn lazy grammar trigger words to regexes

* add scripts/tool_bench.sh & .py

* constrain llama json output regardless of function name if matches at beginning

* update relaxed newline space rule in grammar tests

* support add_generation_prompt query parameter (useful for /apply_template)

* Update src/llama-grammar.cpp

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-03-05 13:05:13 +00:00
06a92a193a server : fix cache reuse logic (#12161)
The first kv shift offsets the positions of all tokens after head_c.
When using llama_kv_cache_seq_rm next, using head_c will remove the valid tokens because their positions have already been offset.
2025-03-05 09:25:45 +02:00
a057897ad4 llama : add xcframework build script (#11996)
* llama : add xcframework build script

This commit adds a script to build an XCFramework for Apple
ios, macos, visionos, and tvos platforms.

The generated XCFramework can then be added to a project and used in
the same way as a regular framework. The llama.swiftui example project
has been updated to use the XCFramework and can be started using the
following command:
```console
$ open examples/llama.swiftui/llama.swiftui.xcodeproj/
```

Refs: https://github.com/ggml-org/llama.cpp/issues/10747

* examples : remove llama.cpp (source dir ref) from project.pbxproj

This commit removes the reference to llama.cpp from the project.pbxproj
file since Package.swift has been removed.

* ci : updated build.yml to use build-xcframework.sh

* ci : add xcframework build to github releases

This commit adds the ability to create a GitHub release with the
xcframework build artifact.

* scripts : add apple app validation scripts

This commit adds scripts that can validate the iOS, macOS, tvOS, and
VisionOS applications. The scripts create a simple test app project,
copy the llama.xcframework to the test project, build and archive the
app, create an IPA from the archive, and validate the IPA using altool.

The motivation for this is to provide some basic validation and
hopefully avoid having to manually validate apps in Xcode.

* llama : remove Package.swift

This commit removes the Package.swift file, as we are now building an
XCFramework for the project.

* llama : remove Sources and spm-headers directories

* llama : use TargetConditionals.h for visionOS/tvOS
2025-03-05 06:30:31 +01:00
5bbe6a9fe9 ggml : portability fixes for VS 2017 (#12150)
* Add include files for std::min/max and std::toupper/tolower

* win32: move _USE_MATH_DEFINES before includes to ensure M_PI is defined

* Use GGML_RESTRICT instead of "restrict" keyword everywhere, and use "__restrict" in MSVC plain C mode

* win32: only use __restrict in MSVC if C11/C17 support is not enabled

---------

Co-authored-by: Marcus Groeber <Marcus.Groeber@cerence.com>
2025-03-04 18:53:26 +02:00
56d7a9f812 main: allow preloading conversation with -p and add -st / --single-turn (#12145)
* Add chat template formatting to -no-cnv

* only enable prompt formatting if explicitly enabled

* add -st / --single-turn

* add --single-turn and -p in conversation mode

* fix -sys + -p

* reword warning

* small readability change and fix (long) outdated example usage

* only activate single turn in conversation mode
2025-03-04 12:19:39 -04:00
1a24c4621f server: fix deadly typo in response_format.json_schema.schema handling (#12168) 2025-03-04 08:24:07 +02:00
dm4
c43af9276b tts: add speaker file support (#12048)
* tts: add speaker file support

Signed-off-by: dm4 <sunrisedm4@gmail.com>

* tts: handle outetts-0.3

* tts : add new line in error message

---------

Signed-off-by: dm4 <sunrisedm4@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-03-03 15:09:29 +02:00
c950a1f692 Adding UTF-8 support to llama.cpp (#12111)
For emojis, non-alpha characters, etc.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-03-03 12:44:56 +00:00
7b69003af7 webui : add ?m=... and ?q=... params (#12148)
* webui : add ?m=... and ?q=... params

* also clear prefilledMessage variable

* better approach

* fix comment

* test: bump timeout on GITHUB_ACTION
2025-03-03 11:42:45 +01:00
14dec0c2f2 main: use jinja chat template system prompt by default (#12118)
* Use jinja chat template system prompt by default

* faster conditional order

* remove nested ternary

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-03-02 14:53:48 +01:00
1782cdfed6 main: update outdated system prompt message (followup to #12131) (#12132)
* Update outdated message

* wording

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

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
2025-03-01 15:22:27 +01:00
45a8e76745 common : add --system-prompt parameter, replace behavior of -p in conversation mode (#12131)
* Add --system-prompt parameter

* use user defined system prompt

* clarify

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

* add warning

* clarify

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

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
2025-03-01 13:56:45 +01:00
2cc4a5e44a webui : minor typo fixes (#12116)
* fix typos and improve menu text clarity

* rename variable trimedValue to trimmedValue

* add updated index.html.gz

* rebuild

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-03-01 11:15:09 +01:00
84d5f4bc19 Update granite vision docs for 3.2 model (#12105)
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
2025-02-28 11:31:47 +00:00
a800ae46da llava : add struct for FFI bindgen (#12079)
* add struct for FFI bindgen

* Apply suggestions from code review

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
2025-02-26 15:26:52 +01:00
d7cfe1ffe0 docs: add docs/function-calling.md to lighten server/README.md's plight (#12069) 2025-02-25 18:52:56 +00:00
401af80b54 server: handle echo=false on /v1/completions (#12060) 2025-02-25 12:52:52 +01:00
0b52745649 server: support add_generation_prompt query param (#12062) 2025-02-25 10:40:22 +00:00
4d1051a40f Add Doc for Converting Granite Vision -> GGUF (#12006)
* Add example docs for granite vision

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
2025-02-25 10:46:05 +01:00
7a2c913e66 llava : Add Granite Vision Support (#11794)
* Add super wip scripts for multimodal granite gguf

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add example for converting mmgranite to gguf

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* remove hardcoded path

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add vision feature layer to gguf params

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Clean up llava surgery and remove name substitution hacks

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add transformers llava next tensor name mapping

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Make siglip / openclip mutuall exclusive

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix projector linear substitution

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix linear 2 substitution index

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Increase max flattened gridpoints to 64

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix hardcoded concat for multiple feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Pull vision feature layers out of gguf keys

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* fix num gridpoints and use all layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Avoid dropping last image encoder layer in llava models

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use 10 for max number of patches

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Standardize vision feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Cleanup logs

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Update comment for vision feature layer init

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Update notes for alternative to legacy llm conversion script

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix notes rendering

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add v prefix to vision feature layer log

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use current defaults for feature layer

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use constant for max gridpoints / feat layers, style fixes

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* clarify non-negative feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Remove CLIP_API from func signature

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* USE MAX_IMAGE_FEATURE_LAYERS const in layer calc

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Clarify feature layers are non negative ints and not uint

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix condition for reading feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* pop last llava layer when feature layers are unset

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix unset vision layer 0

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Update examples/llava/clip.cpp

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

* Reenable assertion for out of bounds get_rows

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use std vector for gridpoints and feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Caculate max feature layer at load time

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Include base patch for granite vision allocation

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix trailing whitespace

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add max num patches = 10 back for minicpmv

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use unordered set to store feature layers

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use max feature layer for postnorm

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Apply suggestions from code review

---------

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
2025-02-24 17:09:51 +01:00
08d5986290 [SYCL] Optimize mul_mat for Q4_0 on Intel GPU (#12035)
* opt performance by reorder for Intel GPU

* detect hw type and save opt feature, and print opt feature

* correct name

* support optimize graph once when compute graph, record the opt status in tensor->extra, make CI passed

* add env variable GGML_SYCL_DISABLE_OPT for debug

* use syclex::architecture replace the custom hw define, update the guide for GGML_SYCL_DISABLE_OPT

* add performance data

* mv getrows functions to separeted files

* fix global variables

---------

Co-authored-by: arthw <14088817+arthw@users.noreply.github.com>
2025-02-24 22:33:23 +08:00
7ad0779f5d run: allow to customize prompt by env var LLAMA_PROMPT_PREFIX (#12041)
Signed-off-by: Florent Benoit <fbenoit@redhat.com>
2025-02-23 17:15:51 +00:00
f777a73e18 Some llama-run cleanups (#11973)
Use consolidated open function call from File class. Change
read_all to to_string(). Remove exclusive locking, the intent for
that lock is to avoid multiple processes writing to the same file,
it's not an issue for readers, although we may want to consider
adding a shared lock. Remove passing nullptr as reference,
references are never supposed to be null. clang-format the code
for consistent styling.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-02-23 13:14:32 +00:00
36c258ee92 llava: build clip image from pixels (#11999)
* llava: export function `clip_build_img_from_pixels` to build image from pixels decoded by other libraries instead of stb_image.h for better performance

* Apply suggestions from code review

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
2025-02-22 15:28:28 +01:00
cf756d6e0a server : disable Nagle's algorithm (#12020) 2025-02-22 11:46:31 +01:00
de8b5a3624 llama.swiftui : add "Done" dismiss button to help view (#11998)
The commit updates the help view in the llama.swiftui example to use a
NavigationView and a Done button to dismiss the help view.

The motivation for this is that without this change there is now way to
dimiss the help view.
2025-02-22 06:33:29 +01:00
ee02ad02c5 clip : fix visual encoders with no CLS (#11982)
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
2025-02-21 08:11:03 +02:00
c392e5094d server (webui): Fix Premature Submission During IME Conversion (#11971)
* fix skip ime composing

* fix npm rebuild

* fix warn

---------

Co-authored-by: momonga <115213907+mmnga@users.noreply.github.com>
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-02-20 19:43:22 +01:00
0d559580a0 run : add --chat-template-file (#11961)
Relates to: https://github.com/ggml-org/llama.cpp/issues/11178

Added --chat-template-file CLI option to llama-run. If specified, the file
will be read and the content passed for overwriting the chat template of
the model to common_chat_templates_from_model.

Signed-off-by: Michael Engel <mengel@redhat.com>
2025-02-20 10:35:11 +02:00
abd4d0bc4f speculative : update default params (#11954)
* speculative : update default params

* speculative : do not discard the last drafted token
2025-02-19 13:29:42 +02:00
b58934c183 server : (webui) Enable communication with parent html (if webui is in iframe) (#11940)
* Webui: Enable communication with parent html (if webui is in iframe):
- Listens for "setText" command from parent with "text" and "context" fields. "text" is set in inputMsg, "context" is used as hidden context on the following requests to the llama.cpp server
- On pressing na Escape button sends command "escapePressed" to the parent

Example handling from the parent html side:
- Send command "setText" from parent html to webui in iframe:
const iframe = document.getElementById('askAiIframe');
if (iframe) {
	iframe.contentWindow.postMessage({ command: 'setText', text: text, context: context }, '*');
}

- Listen for Escape key from webui on parent html:
// Listen for escape key event in the iframe
window.addEventListener('keydown', (event) => {
	if (event.key === 'Escape') {
		// Process case when Escape is pressed inside webui
	}
});

* Move the extraContext from storage to app.context.

* Fix formatting.

* add Message.extra

* format + build

* MessageExtraContext

* build

* fix display

* rm console.log

---------

Co-authored-by: igardev <ivailo.gardev@akros.ch>
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-02-18 23:01:44 +01:00
63e489c025 tool-call: refactor common chat / tool-call api (+ tests / fixes) (#11900)
* tool-call refactoring: moved common_chat_* to chat.h, common_chat_templates_init return a unique_ptr to opaque type

* addressed clang-tidy lints in [test-]chat.*

* rm minja deps from util & common & move it to common/minja/

* add name & tool_call_id to common_chat_msg

* add common_chat_tool

* added json <-> tools, msgs conversions to chat.h

* fix double bos/eos jinja avoidance hack (was preventing inner bos/eos tokens)

* fix deepseek r1 slow test (no longer <think> opening w/ new template)

* allow empty tools w/ auto + grammar

* fix & test server grammar & json_schema params w/ & w/o --jinja
2025-02-18 18:03:23 +00:00
63ac128563 server : add TEI API format for /rerank endpoint (#11942)
* server : add TEI API format for /rerank endpoint

* Apply suggestions from code review

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

* fix

* also gitignore examples/server/*.gz.hpp

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-02-18 14:21:41 +01:00
09aaf4f1f5 docs : Fix duplicated file extension in test command (#11935)
This commit fixes an issue in the llama.cpp project where the command for testing the llama-server object contained a duplicated file extension. The original command was:
./tests.sh unit/test_chat_completion.py.py -v -x
It has been corrected to:
./tests.sh unit/test_chat_completion.py -v -x
This change ensures that the test script correctly locates and executes the intended test file, preventing test failures due to an incorrect file name.
2025-02-18 10:12:49 +01:00
c4d29baf32 server : fix divide-by-zero in metrics reporting (#11915) 2025-02-17 11:25:12 +01:00
0f2bbe6564 server : bump httplib to 0.19.0 (#11908) 2025-02-16 17:11:22 +00:00
fc10c38ded examples: fix typo in imatrix/README.md (#11884)
* simple typo fixed

* Update examples/imatrix/README.md

---------

Co-authored-by: Tobias Bergmann <tobias.bergmann@gmx.de>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-02-15 21:03:30 +02:00
68ff663a04 repo : update links to new url (#11886)
* repo : update links to new url

ggml-ci

* cont : more urls

ggml-ci
2025-02-15 16:40:57 +02:00
a7b8ce2260 llama-bench : fix unexpected global variable initialize sequence issue (#11832)
* llama-bench : fix unexpected global variable initialize sequence issue

* Update examples/llama-bench/llama-bench.cpp

---------

Co-authored-by: Diego Devesa <slarengh@gmail.com>
2025-02-14 02:13:43 +01:00
c1f958c038 server : (docs) Update wrong tool calling example (#11809)
Call updated to match the tool used in the output just below, following the example in https://github.com/ggerganov/llama.cpp/pull/9639
2025-02-13 17:22:44 +01:00
c7f460ab88 server: fix tool-call of DeepSeek R1 Qwen, return reasoning_content (Command 7RB & DeepSeek R1) unless --reasoning-format none (#11607)
* extract & return thoughts in reasoning_content field (unless --reasoning-format) for DeepSeek R1 & Command R7B

* tool-calls: add deepseek r1 template (models/templates/llama-cpp-deepseek-r1.jinja) + hackommodate broken official template

* tool-calls: accommodate variety of wrong tool call opening tags both R1 Qwen 32B and 7B distills like to spit out

* server/oai: ensure content is null when there are tool calls, and reasoning_content appears before content for readability

* tool-calls: add DeepSeek R1 Qwen distills to server/README.md & server tests

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-02-13 10:05:16 +00:00
27e8a23300 sampling: add Top-nσ sampler (#11223)
* initial sampling changes:

* completed top nsigma sampler implementation

* apply parameter to only llama-cli

* updated readme

* added tests and fixed nsigma impl

* cleaned up pr

* format

* format

* format

* removed commented tests

* cleanup pr and remove explicit floats

* added top-k sampler to improve performance

* changed sigma to float

* fixed string format to float

* Update src/llama-sampling.cpp

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

* Update common/sampling.cpp

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

* Update src/llama-sampling.cpp

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

* Update src/llama-sampling.cpp

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

* Update src/llama-sampling.cpp

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

* Update src/llama-sampling.cpp

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

* added llama_sampler_init

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-02-13 08:45:57 +02:00
e4376270d9 llama.cpp: fix warning message (#11839)
There was a typo-like error, which would print the same number twice if
request is received with n_predict > server-side config.

Before the fix:
```
slot launch_slot_: id  0 | task 0 | n_predict = 4096 exceeds server configuration, setting to 4096
```

After the fix:
```
slot launch_slot_: id  0 | task 0 | n_predict = 8192 exceeds server configuration, setting to 4096
```
2025-02-13 08:25:34 +02:00
31afcbee0e server : (webui) Give copy button back to all message bubbles (#11814)
* All messages get the copy button

* Update index.html.gz
2025-02-12 23:47:11 +01:00
JC
bfd11a2344 Fix: Compile failure due to Microsoft STL breaking change (#11836) 2025-02-12 21:36:11 +01:00
a18f481f99 server : use common_token_to_piece instead of common_detokenize (#11740)
* server : use common_token_to_piece instead of common_detokenize

This commit replaces the call to common_detokenize with
common_token_to_piece in the populate_token_probs.

The motivation for this change is to avoid an issue where
common_detokenize would remove the word boundary character for tokens,
which caused a regression in the server generated token probabilities.

Resolves: https://github.com/ggerganov/llama.cpp/issues/11728

* squash! server : use common_token_to_piece instead of common_detokenize

Use common_token_to_piece for post_sampling_probs as well.
2025-02-11 14:06:45 +01:00
507f9174fe server : (webui) introduce conversation branching + idb storage (#11792)
* server : (webui) introduce conversation branching + idb storage

* mark old conv as "migrated" instead deleting them

* improve migration

* add more comments

* more clarification
2025-02-10 21:23:17 +01:00
0893e0114e server : correct signal handler (#11795) 2025-02-10 18:03:28 +01:00