Commit Graph

1372 Commits

Author SHA1 Message Date
Xuan-Son Nguyen 2fb3c32a16
server : (webui) migrate project to ReactJS with typescript (#11688)
* init version

* fix auto scroll

* bring back copy btn

* bring back thought process

* add lint and format check on CI

* remove lang from html tag

* allow multiple generations at the same time

* lint and format combined

* fix unused var

* improve MarkdownDisplay

* fix more latex

* fix code block cannot be selected while generating
2025-02-06 17:32:29 +01:00
SAMI 1ec208083c
llava: add quantization for the visual projector LLAVA, Qwen2VL (#11644)
* Added quantization for visual projector
* Added README
* Fixed the clip quantize implementation in the file

* Fixed the gcc warning regarding minor linting

* Removed trailing whitespace
2025-02-05 10:45:40 +03:00
Olivier Chafik 9f4cc8f8d3
`sync`: minja (#11641)
* `sync`: minja

182de30cda

https://github.com/google/minja/pull/46

https://github.com/google/minja/pull/45
2025-02-05 01:00:12 +00:00
Xuan-Son Nguyen 3962fc1a79
server : add try..catch to places not covered by set_exception_handler (#11620)
* server : add try..catch to places not covered by set_exception_handler

* log_server_request: rm try catch, add reminder
2025-02-04 18:25:42 +01:00
Olivier Chafik db288b60cb
`tool-call`: command r7b fix for normal responses (#11608)
* fix command r7b normal response regex + add to server test

* test multiline non-tool-call responses in test-chat
2025-02-04 15:48:53 +00:00
Jhen-Jie Hong f117d84b48
swift : fix llama-vocab api usage (#11645)
* swiftui : fix vocab api usage

* batched.swift : fix vocab api usage
2025-02-04 13:15:24 +02:00
Olivier Chafik cde3833239
`tool-call`: allow `--chat-template chatml` w/ `--jinja`, default to chatml upon parsing issue, avoid double bos (#11616)
* tool-call: allow `--jinja --chat-template chatml`

* fix double bos issue (drop bos/eos tokens from jinja template)

* add missing try catch around jinja parsing to default to chatml

* Simplify default chatml logic
2025-02-03 23:49:27 +00:00
Xuan-Son Nguyen b3451785ac
server : (webui) revert hacky solution from #11626 (#11634) 2025-02-04 00:10:52 +01:00
Woof Dog 1d1e6a90bc
server : (webui) allow typing and submitting during llm response (#11626) 2025-02-03 23:16:27 +01:00
Daniel Bevenius 5598f475be
server : remove CPPHTTPLIB_NO_EXCEPTIONS define (#11622)
This commit removes the CPPHTTPLIB_NO_EXCEPTIONS define from the server
code.

The motivation for this is that when using a debug build the server
would crash when an exception was throws and terminate the server
process, as it was unhandled. When CPPHTTPLIB_NO_EXCEPTIONS is set
cpp_httplib will not call the exception handler, which would normally
return a 500 error to the client. This caused tests to fail when using
a debug build.

Fixes: https://github.com/ggerganov/llama.cpp/issues/11613
2025-02-03 16:45:38 +01:00
mashdragon d92cb67e37
server : (webui) Fix Shift+Enter handling (#11609)
* Fix Shift+Enter handling

`exact` on the Enter handler means the message is not sent when Shift+Enter is pressed anyway

* build index.html.gz

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-02-03 10:42:55 +01:00
Eric Curtin 84ec8a58f7
Name colors (#11573)
It's more descriptive, use #define's so we can use compile-time
concatenations.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-02-02 15:14:48 +00:00
Olivier Chafik bfcce4d693
`tool-call`: support Command R7B (+ return tool_plan "thoughts" in API) (#11585)
* `tool-call`: support Command R7B (w/ tool_plan return)

* `tool-call`: cleaner preservation of tokens + warn when likely bad chat template override

* `tool-call`: test cleanup / handle lazy grammar triggers
2025-02-02 09:25:38 +00:00
piDack 0cec062a63
llama : add support for GLM-Edge and GLM-Edge-V series models (#10573)
* add glm edge chat model

* use config partial_rotary_factor as rope ratio

* support for glm edge model

* vision model support

* remove debug info

* fix format

* llava.cpp trailing whitespace

* remove unused AutoTokenizer

* Update src/llama.cpp for not contain <|end|> or </s>

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

* add edge template

* fix chat template

* fix confict

* fix confict

* fix ci err

* fix format err

* fix template err

* 9b hf chat support

* format

* format clip.cpp

* fix format

* Apply suggestions from code review

* Apply suggestions from code review

* Update examples/llava/clip.cpp

* fix format

* minor : style

---------

Co-authored-by: liyuhang <yuhang.li@zhipuai.cn>
Co-authored-by: piDack <pcdack@hotmail.co>
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: liyuhang <yuhang.li@aminer.cn>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-02-02 09:48:46 +02:00
Eric Curtin ecef206ccb
Implement s3:// protocol (#11511)
For those that want to pull from s3

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-02-01 10:30:54 +00:00
Olivier Chafik a83f528688
`tool-call`: fix llama 3.x and functionary 3.2, play nice w/ pydantic_ai package, update readme (#11539)
* An empty tool_call_id is better than none!

* sync: minja (tool call name optional https://github.com/google/minja/pull/36)

* Force-disable parallel_tool_calls if template doesn't support it

* More debug logs

* Llama 3.x tools: accept / trigger on more varied spaced outputs

* Fix empty content for functionary v3.2 tool call

* Add proper tool call docs to server README

* readme: function calling *is* supported now

* Apply suggestions from code review

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-01-31 14:15:25 +00:00
Olivier Chafik b1bcd309fc
fix stop regression (#11543) 2025-01-31 13:48:31 +00:00
Olivier Chafik 5783575c9d
Fix chatml fallback for unsupported builtin templates (when --jinja not enabled) (#11533) 2025-01-31 08:24:29 +00:00
Olivier Chafik 4a2b196d03
server : fix --jinja when there's no tools or schema (typo was forcing JSON) (#11531) 2025-01-31 10:12:40 +02:00
Daniel Bevenius a2df2787b3
server : update help metrics processing/deferred (#11512)
This commit updates the help text for the metrics `requests_processing`
and `requests_deferred` to be more grammatically correct.

Currently the returned metrics look like this:
```console
\# HELP llamacpp:requests_processing Number of request processing.
\# TYPE llamacpp:requests_processing gauge
llamacpp:requests_processing 0
\# HELP llamacpp:requests_deferred Number of request deferred.
\# TYPE llamacpp:requests_deferred gauge
llamacpp:requests_deferred 0
```

With this commit, the metrics will look like this:
```console
\# HELP llamacpp:requests_processing Number of requests processing.
\# TYPE llamacpp:requests_processing gauge
llamacpp:requests_processing 0
\# HELP llamacpp:requests_deferred Number of requests deferred.
\# TYPE llamacpp:requests_deferred gauge
llamacpp:requests_deferred 0
```
This is also consistent with the description of the metrics in the
server examples [README.md](https://github.com/ggerganov/llama.cpp/tree/master/examples/server#get-metrics-prometheus-compatible-metrics-exporter).
2025-01-31 06:04:53 +01:00
Olivier Chafik 8b576b6c55
Tool call support (generic + native for Llama, Functionary, Hermes, Mistral, Firefunction, DeepSeek) w/ lazy grammars (#9639)
---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-01-30 19:13:58 +00:00
Daniel Bevenius 4314e56c4f
server : use lambda instead of std::bind (#11507)
This commit replaces the two usages of `std::bind` in favor of lambdas for
the callback functions for `callback_new_task` and
`callback_update_slots`.

The motivation for this changes is consistency with the rest of the code
in server.cpp (lambdas are used for all other callbacks/handlers). Also
lambdas are more readable (perhaps this is subjective) but also they are
recommended over `std::bind` in modern C++.

Ref: https://github.com/LithoCoders/dailycpp/blob/master/EffectiveModernC%2B%2B/chapter6/Item34_Prefer_lambdas_to_std::bind.md
2025-01-30 11:05:00 +01:00
Isaac McFadyen 496e5bf46b
server : (docs) added response format for /apply-template [no ci] (#11503) 2025-01-30 10:11:53 +01:00
Daniel Bevenius e0449763a4
server : update json snippets in README.md [no ci] (#11492)
This commit updates some of JSON snippets in README.md file and
removes the `json` language tag from the code blocks.

The motivation for this changes is that if there is invalid json in a
code snippet these are highlighted in red which can make it somewhat
difficult to read and can be a little distracting.
2025-01-30 05:48:14 +01:00
Nigel Bosch eb7cf15a80
server : add /apply-template endpoint for additional use cases of Minja functionality (#11489)
* add /apply-template endpoint to server

* remove unnecessary line

* add /apply-template documentation

* return only "prompt" field in /apply-template

* use suggested idea instead of my overly verbose way
2025-01-29 19:45:44 +01:00
Daniel Bevenius e51c47b401
server : update auto gen files comments [no ci] (#11484)
* server : update auto gen files comments

This commit updates the 'auto generated files' comments in server.cpp
and removes `deps.sh` from the comment.

The motivation for this change is that `deps.sh` was removed in
Commit 91c36c269b ("server : (web ui)
Various improvements, now use vite as bundler (#10599)").

* squash! server : update auto gen files comments [no ci]

Move comments about file generation to README.md.

* squash! server : update auto gen files comments [no ci]

Remove the comments in server.cpp that mention that information
can be found in the README.md file.
2025-01-29 16:34:18 +01:00
Eric Curtin f0d4b29edf
Parse https://ollama.com/library/ syntax (#11480)
People search for ollama models using the web ui, this change
allows one to copy the url from the browser and for it to be
compatible with llama-run.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-29 11:23:10 +00:00
peidaqi cf8cc856d7
server : Fixed wrong function name in llamacpp server unit test (#11473)
The test_completion_stream_with_openai_library() function is actually with stream=False by default, and test_completion_with_openai_library() with stream=True
2025-01-29 00:03:42 +01:00
Eric Curtin 7fee2889e6
Add github protocol pulling and http:// (#11465)
As pulling protocols to llama-run

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-28 14:45:41 +00:00
Michael Engel 2b8525d5c8
Handle missing model in CLI parameters for llama-run (#11399)
The HTTP client in llama-run only prints an error in case the download of
a resource failed. If the model name in the CLI parameter list is missing,
this causes the application to crash.
In order to prevent this, a check for the required model parameter has been
added and errors for resource downloads get propagated to the caller.

Signed-off-by: Michael Engel <mengel@redhat.com>
2025-01-28 08:32:40 +00:00
Eric Curtin a4417ddda9
Add new hf protocol for ollama (#11449)
https://huggingface.co/docs/hub/en/ollama

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-27 19:36:10 +01:00
bandoti 19f65187cb
cmake: add ggml find package (#11369)
* Add initial ggml cmake package

* Add build numbers to ggml find-package

* Expand variables with GGML_ prefix

* Guard against adding to cache variable twice

* Add git to msys2 workflow

* Handle ggml-cpu-* variants

* Link ggml/ggml-base libraries to their targets

* Replace main-cmake-pkg with simple-cmake-pkg

* Interface features require c_std_90

* Fix typo

* Removed unnecessary bracket from status message

* Update examples/simple-cmake-pkg/README.md

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

* Update examples/simple-cmake-pkg/README.md

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-01-26 12:07:48 -04:00
Xuan Son Nguyen 49b0e3cec4
server : fix cleaning up stream task (#11418)
* server : fix cleaning up stream task

* one more spot
2025-01-25 16:36:44 +01:00
Eric Curtin 01f37edf1a
Update llama-run README.md (#11386)
For consistency

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-24 09:39:24 +00:00
stduhpf c07e87f38b
server : (webui) put DeepSeek R1 CoT in a collapsible <details> element (#11364)
* webui : put DeepSeek R1 CoT in a collapsible <details> element

* webui: refactor split

* webui: don't use regex to split cot and response

* webui: format+qol

* webui: no loading icon if the model isn't generating

* ui fix, add configs

* add jsdoc types

* only filter </think> for assistant msg

* build

* update build

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-01-24 09:02:38 +01:00
Eric Curtin 05f63cc9ee
Update documentation (#11373)
To show -n, -ngl, --ngl is acceptable.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-23 20:04:31 +00:00
Eric Curtin f7fb43cd0b
Add -ngl (#11372)
Most other llama.cpp cli tools accept -ngl with a single dash.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-23 16:16:18 +00:00
Xuan Son Nguyen 5845661640
server : add more clean up when cancel_tasks is called (#11340)
* server : add more clean up when cancel_tasks is called

* fix recv_with_timeout

* std::remove_if

* fix std::remove_if
2025-01-23 13:56:05 +01:00
Eric Curtin f211d1dc10
Treat hf.co/ prefix the same as hf:// (#11350)
ollama uses hf.co/ to specify huggingface prefix, like RamaLama
uses hf://

Treat them similarly.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-23 10:38:20 +00:00
Diego Devesa 6152129d05
main : update README documentation for batch size (#11353)
* main : update README documentation for batch size

* fix formatting

* minor
2025-01-22 19:22:20 +01:00
Diego Devesa 12c2bdf2de
server : fix draft context not being released (#11354) 2025-01-22 17:44:40 +01:00
Jiří Podivín 96f4053934
Adding logprobs to /v1/completions (#11344)
Signed-off-by: Jiri Podivin <jpodivin@redhat.com>
2025-01-22 12:51:32 +01:00
tc-mb 3e3357fd77
llava : support Minicpm-omni (#11289)
* init

* add readme

* update readme

* no use make

* update readme

* update fix code

* fix editorconfig-checker

* no change convert py

* use clip_image_u8_free
2025-01-22 09:35:48 +02:00
Olivier Chafik 6171c9d258
Add Jinja template support (#11016)
* Copy minja from 58f0ca6dd7

* Add --jinja and --chat-template-file flags

* Add missing <optional> include

* Avoid print in get_hf_chat_template.py

* No designated initializers yet

* Try and work around msvc++ non-macro max resolution quirk

* Update test_chat_completion.py

* Wire LLM_KV_TOKENIZER_CHAT_TEMPLATE_N in llama_model_chat_template

* Refactor test-chat-template

* Test templates w/ minja

* Fix deprecation

* Add --jinja to llama-run

* Update common_chat_format_example to use minja template wrapper

* Test chat_template in e2e test

* Update utils.py

* Update test_chat_completion.py

* Update run.cpp

* Update arg.cpp

* Refactor common_chat_* functions to accept minja template + use_jinja option

* Attempt to fix linkage of LLAMA_CHATML_TEMPLATE

* Revert LLAMA_CHATML_TEMPLATE refactor

* Normalize newlines in test-chat-templates for windows tests

* Forward decl minja::chat_template to avoid eager json dep

* Flush stdout in chat template before potential crash

* Fix copy elision warning

* Rm unused optional include

* Add missing optional include to server.cpp

* Disable jinja test that has a cryptic windows failure

* minja: fix vigogne (https://github.com/google/minja/pull/22)

* Apply suggestions from code review

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

* Finish suggested renamings

* Move chat_templates inside server_context + remove mutex

* Update --chat-template-file w/ recent change to --chat-template

* Refactor chat template validation

* Guard against missing eos/bos tokens (null token otherwise throws in llama_vocab::impl::token_get_attr)

* Warn against missing eos / bos tokens when jinja template references them

* rename: common_chat_template[s]

* reinstate assert on chat_templates.template_default

* Update minja to b8437df626

* Update minja to https://github.com/google/minja/pull/25

* Update minja from https://github.com/google/minja/pull/27

* rm unused optional header

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-01-21 13:18:51 +00:00
Xuan Son Nguyen e28245f35f
export-lora : fix tok_embd tensor (#11330) 2025-01-21 14:07:12 +01:00
Eric Curtin 2e2f8f093c
linenoise.cpp refactoring (#11301)
More RAII mainly

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-21 09:32:35 +00:00
Georgi Gerganov 80d0d6b4b7
common : add -hfd option for the draft model (#11318)
* common : add -hfd option for the draft model

* cont : fix env var

* cont : more fixes
2025-01-20 22:29:43 +02:00
Georgi Gerganov 9f7add1cde
examples : fix add_special conditions (#11311) 2025-01-20 16:36:08 +02:00
Georgi Gerganov 92bc493917
tests : increase timeout when sanitizers are enabled (#11300)
* tests : increase timeout when sanitizers are enabled

* tests : add DEFAULT_HTTP_TIMEOUT
2025-01-19 20:22:30 +02:00
Georgi Gerganov b9daaffe02
simple-chat : fix BOS being added to each message (#11278) 2025-01-19 18:12:09 +02:00
Eric Curtin a1649cc13f
Adding linenoise.cpp to llama-run (#11252)
This is a fork of linenoise that is C++17 compatible. I intend on
adding it to llama-run so we can do things like traverse prompt
history via the up and down arrows:

https://github.com/ericcurtin/linenoise.cpp

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-18 14:42:31 +00:00
Xuan Son Nguyen f30f099228
server : implement cancellable request (#11285)
* server : implement cancellable request

* fix typo

* httplib 0.18.5

* fix i underflow
2025-01-18 14:12:05 +01:00
LostRuins Concedo 6390a998bf
tts : add guide tokens support (#11186)
* Added the ability to use guide tokens for OuteTTS, greatly improving TTS recitation accuracy over long input sequences.

* applied linting suggestions, updated to latest llama_vocab changes, added a safety check, added newline to guide token start
2025-01-18 12:20:57 +02:00
codezjx 3edfa7d375
llama.android: add field formatChat to control whether to parse special tokens when send message (#11270) 2025-01-17 14:57:56 +02:00
Radoslav Gerganov 667d72846c
rpc : early register backend devices (#11262)
Early register RPC devices and do not propagate RPC specifics in the
llama model structures.

ref: #10609
2025-01-17 10:57:09 +02:00
Georgi Gerganov f11cfdfd7f
ci : use -no-cnv in gguf-split tests (#11254)
* ci : use -no-cnv in gguf-split tests

ggml-ci

* ci : use -no-cnv in requantize tests

ggml-ci

* scripts : fix [no ci]
2025-01-15 18:28:35 +02:00
Daniel Bevenius 0ccd7f3eb2
examples : add embd_to_audio to tts-outetts.py [no ci] (#11235)
This commit contains a suggestion for adding the missing embd_to_audio
function from tts.cpp to tts-outetts.py. This introduces a depencency
numpy which I was not sure if that is acceptable or not (only PyTorch
was mentioned in referened PR).

Also the README has been updated with instructions to run the example
with llama-server and the python script.

Refs: https://github.com/ggerganov/llama.cpp/pull/10784#issuecomment-2548377734
2025-01-15 05:44:38 +01:00
ebraminio c5bf0d1bd7
server : Improve code snippets direction between RTL text (#11221) 2025-01-14 11:39:33 +01:00
ebraminio 504af20ee4
server : (UI) Improve messages bubble shape in RTL (#11220)
I simply have overlooked message bubble's tail placement for RTL
text as I use the dark mode and that isn't visible there and this
fixes it.
2025-01-13 20:23:31 +01:00
Xuan Son Nguyen 84a44815f7
cli : auto activate conversation mode if chat template is available (#11214)
* cli : auto activate conversation mode if chat template is detected

* add warn on bad template

* update readme (writing with the help of chatgpt)

* update readme (2)

* do not activate -cnv for non-instruct models
2025-01-13 20:18:12 +01:00
ebraminio 437e05f714
server : (UI) Support for RTL text as models input or output (#11208) 2025-01-13 14:46:39 +01:00
Eric Curtin 924518e2e5
Reset color before we exit (#11205)
We don't want colors to leak post termination of llama-run.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-12 18:23:10 +00:00
Georgi Gerganov afa8a9ec9b
llama : add `llama_vocab`, functions -> methods, naming (#11110)
* llama : functions -> methods (#11110)

* llama : add struct llama_vocab to the API (#11156)

ggml-ci

* hparams : move vocab params to llama_vocab (#11159)

ggml-ci

* vocab : more pimpl (#11165)

ggml-ci

* vocab : minor tokenization optimizations (#11160)

ggml-ci

Co-authored-by: Diego Devesa <slarengh@gmail.com>

* lora : update API names (#11167)

ggml-ci

* llama : update API names to use correct prefix (#11174)

* llama : update API names to use correct prefix

ggml-ci

* cont

ggml-ci

* cont

ggml-ci

* minor [no ci]

* vocab : llama_vocab_add_[be]os -> llama_vocab_get_add_[be]os (#11174)

ggml-ci

* vocab : llama_vocab_n_vocab -> llama_vocab_n_tokens (#11174)

ggml-ci

---------

Co-authored-by: Diego Devesa <slarengh@gmail.com>
2025-01-12 11:32:42 +02:00
Daniel Bevenius ba8a1f9c5b
examples : add README.md to tts example [no ci] (#11155)
* examples : add README.md to tts example [no ci]

* squash! examples : add README.md to tts example [no ci]

Fix heading to be consistent with other examples, and add a quickstart
section to README.md.

* squash! examples : add README.md to tts example [no ci]

Fix spelling mistake.
2025-01-10 13:16:16 +01:00
Daniel Bevenius 8eceb888d7
server : add tooltips to settings and themes btn (#11154)
* server : add tooltips to settings and themes btn

This commit adds tooltips to the settings and themes buttons in the
webui. The tooltip will be displayed below the actual buttons when
hovered over.

The motivation for this change is to clarify the purpose of the themes
button.

* squash! server : add tooltips to settings and themes btn

This commit adds a tooltip to the '...' button when a chat has been
started. The tooltip is "Chat options" which think could be a good
description as the dropdown contains options to delete or download the
current chat.

* rm tooltip for 3 dots button

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-01-09 11:28:29 +01:00
Eric Curtin 1bf839b1e8
Enhance user input handling for llama-run (#11138)
The main motivation for this change is it was not handing
ctrl-c/ctrl-d correctly. Modify `read_user_input` to handle EOF,
"/bye" command, and empty input cases. Introduce `get_user_input`
function to manage user input loop and handle different return
cases.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-08 18:47:05 +00:00
Georgi Gerganov a3c1232c3f
arg : option to exclude arguments from specific examples (#11136)
* arg : option to exclude arguments from specific examples

ggml-ci

* readme : remove old args [no ci]
2025-01-08 12:55:36 +02:00
Johannes Gäßler 53ff6b9b9f
GGUF: C++ refactor, backend support, misc fixes (#11030)
* GGUF: C++ refactor, backend support, misc fixes

remove ggml_tensor.backend

update CODEOWNERS [no ci]

remove gguf_get_data from API

revise GGUF API data types
2025-01-07 18:01:58 +01:00
Eric Curtin dc7cef9f37
llama-run : fix context size (#11094)
Set `n_ctx` equal to `n_batch` in `Opt` class. Now context size is
a more reasonable 2048.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-06 23:45:28 +01:00
Georgi Gerganov e6e7c75d94
server : fix extra BOS in infill endpoint (#11106)
* server : fix extra BOS in infill endpoing

ggml-ci

* server : update infill tests
2025-01-06 15:36:08 +02:00
Georgi Gerganov 47182dd03f
llama : update llama_model API names (#11063)
* llama : deprecate llama_free_model, add llama_model_free

ggml-ci

* llama : change `llama_load_model_from_file` -> `llama_model_load_from_file`

ggml-ci
2025-01-06 10:55:18 +02:00
Georgi Gerganov 3e6e7a6bc2
tokenize : escape the prompt (#11058)
* tokenize : escape the prompt

* tokenize : update help
2025-01-06 10:54:25 +02:00
Georgi Gerganov 727368c60f
llama : use LLAMA_TOKEN_NULL (#11062)
ggml-ci
2025-01-06 10:52:15 +02:00
Georgi Gerganov f66f582927
llama : refactor `src/llama.cpp` (#10902)
* llama : scatter llama.cpp into multiple modules (wip)

* llama : control-vector -> adapter

* llama : arch

* llama : mmap

ggml-ci

* ci : remove BUILD_SHARED_LIBS=OFF

ggml-ci

* llama : arch (cont)

ggml-ci

* llama : chat

ggml-ci

* llama : model

ggml-ci

* llama : hparams

ggml-ci

* llama : adapter

ggml-ci

* examples : fix

ggml-ci

* rebase

ggml-ci

* minor

* llama : kv cache

ggml-ci

* llama : impl

ggml-ci

* llama : batch

ggml-ci

* cont

ggml-ci

* llama : context

ggml-ci

* minor

* llama : context (cont)

ggml-ci

* llama : model loader

ggml-ci

* common : update lora

ggml-ci

* llama : quant

ggml-ci

* llama : quant (cont)

ggml-ci

* minor [no ci]
2025-01-03 10:18:53 +02:00
Pierrick Hymbert 2f0ee84b9b
server: bench: minor fixes (#10765)
* server/bench:
- support openAI streaming standard output with [DONE]\n\n
- export k6 raw results in csv
- fix too many tcp idle connection in tcp_wait
- add metric time to emit first token

* server/bench:
- fix when prometheus not started
- wait for server to be ready before starting bench
2025-01-02 18:06:12 +01:00
Xuan Son Nguyen 0da5d86026
server : allow using LoRA adapters per-request (#10994)
* slot.can_batch_with

* lora per request

* test: force disable cache prompt

* move can_batch_with check

* fix condition

* add slow test with llama 8b

* update docs

* move lora change task to queue

* Apply suggestions from code review

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

* lora_base

* remove redundant check

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-01-02 15:05:18 +01:00
Xuan Son Nguyen 45095a61bf
server : clean up built-in template detection (#11026)
* server : clean up built-in template detection

* fix compilation

* add chat template test

* fix condition
2024-12-31 15:22:01 +01:00
Xuan Son Nguyen 5896c65232
server : add OAI compat for /v1/completions (#10974)
* server : add OAI compat for /v1/completions

* add test

* add docs

* better docs
2024-12-31 12:34:13 +01:00
Peter 6e1531aca5
common, examples, ggml : fix MSYS2 GCC compiler errors and warnings when building with LLAMA_CURL=ON and GGML_OPENCL=ON (#11013)
In common/common.cpp:
* Convert usage of stat() function call to check if file exists to standard library function std::filesystem::exists (error unable to match to correct function signature)
* Additional conditions to check if PATH_MAX is already defined in WIN32 environment (warning it is already defined in MSYS2)

In examples/run/run.cpp:
* Add io.h header inclusion (error cannot find function _get_osfhandle)
* Change initialisers for OVERLAPPED to empty struct (warning about uninitialised members)
* Add initialiser for hFile (warning it may be uninitialised)
* Add cast for curl_off_t percentage value to long int in generate_progress_prefix function (warning that curl_off_t is long long int)

In ggml/src/ggml-opencl/ggml-opencl.cpp:
* Initialise certain declared cl_mem variables to nullptr for greater safety (warning about B_d variable possibly used unassigned)
2024-12-31 01:46:06 +01:00
ag2s20150909 c250ecb315
android : fix llama_batch free (#11014) 2024-12-30 14:35:13 +02:00
Isaac McFadyen f865ea149d
server: added more docs for response_fields field (#10995) 2024-12-28 16:09:19 +01:00
Alexey Parfenov 16cdce7b68
server : fix token duplication when streaming with stop strings (#10997) 2024-12-28 16:08:54 +01:00
Peter d283d02bf2
examples, ggml : fix GCC compiler warnings (#10983)
Warning types fixed (observed under MSYS2 GCC 14.2.0):
* format '%ld' expects argument of type 'long int', but argument has type 'size_t'
* llama.cpp/ggml/src/ggml-vulkan/vulkan-shaders/vulkan-shaders-gen.cpp:81:46: warning: missing initializer for member '_STARTUPINFOA::lpDesktop' [-Wmissing-field-initializers]  (emitted for all struct field except first)
2024-12-26 14:59:11 +01:00
Reza Kakhki 9ba399dfa7
server : add support for "encoding_format": "base64" to the */embeddings endpoints (#10967)
* add support for base64

* fix base64 test

* improve test

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-24 21:33:04 +01:00
Djip007 2cd43f4900
ggml : more perfo with llamafile tinyblas on x86_64 (#10714)
* more perfo with llamafile tinyblas on x86_64.

- add bf16 suport
- change dispache strategie (thanks:
https://github.com/ikawrakow/ik_llama.cpp/pull/71 )
- reduce memory bandwidth

simple tinyblas dispache and more cache freindly

* tinyblas dynamic dispaching

* sgemm: add M blocs.

* - git 2.47 use short id of len 9.
- show-progress is not part of GNU Wget2

* remove not stable test
2024-12-24 18:54:49 +01:00
NeverLucky 09fe2e7613
server: allow filtering llama server response fields (#10940)
* llama_server_response_fields

* llama_server_response_fields_fix_issues

* params fixes

* fix

* clarify docs

* change to "response_fields"

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-24 17:39:49 +01:00
Xuan Son Nguyen 14b699ecde
server : fix missing model id in /model endpoint (#10957)
* server : fix missing model id in /model endpoint

* fix ci
2024-12-23 12:52:25 +01:00
Xuan Son Nguyen 485dc01214
server : add system_fingerprint to chat/completion (#10917)
* server : add system_fingerprint to chat/completion

* update README
2024-12-23 12:02:44 +01:00
Radoslav Gerganov 86bf31cfe6
rpc-server : add support for the SYCL backend (#10934) 2024-12-23 10:39:30 +02:00
Eric Curtin dab76c92cc
llama-run : include temperature option (#10899)
This commit updates the `examples/run/README.md` file to include a new
option for setting the temperature and updates the `run.cpp` file to
parse this option.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2024-12-23 01:21:40 +01:00
Xuan Son Nguyen 0ca416c91a
server : (UI) fix copy to clipboard function (#10916) 2024-12-20 14:12:06 +01:00
Georgi Gerganov d408bb9268
clip : disable GPU support (#10896)
ggml-ci
2024-12-19 18:47:15 +02:00
Georgi Gerganov 5cab3e4aaa
llama : minor grammar refactor (#10897)
ggml-ci
2024-12-19 17:42:13 +02:00
Xuan Son Nguyen 57bb2c40cd
server : fix logprobs, make it OAI-compatible (#10783)
* server : fix logprobs, make it openai-compatible

* update docs

* add std::log

* return pre-sampling p

* sort before apply softmax

* add comment

* fix test

* set p for sampled token

* update docs

* add --multi-token-probs

* update docs

* add `post_sampling_probs` option

* update docs [no ci]

* remove --multi-token-probs

* "top_probs" with "post_sampling_probs"

* resolve review comments

* rename struct token_prob to prob_info

* correct comment placement

* fix setting prob for sampled token
2024-12-19 15:40:08 +01:00
Eric Curtin 7909e8588d
llama-run : improve progress bar (#10821)
Set default width to whatever the terminal is. Also fixed a small bug around
default n_gpu_layers value.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2024-12-19 03:58:00 +01:00
Diego Devesa 9177484f58
ggml : fix arm build (#10890)
* ggml: GGML_NATIVE uses -mcpu=native on ARM

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* ggml: Show detected features with GGML_NATIVE

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* remove msvc support, add GGML_CPU_ARM_ARCH option

* disable llamafile in android example

* march -> mcpu, skip adding feature macros

ggml-ci

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
Co-authored-by: Adrien Gallouët <angt@huggingface.co>
2024-12-18 23:21:42 +01:00
Georgi Gerganov 0bf2d10c55
tts : add OuteTTS support (#10784)
* server : add "tokens" output

ggml-ci

* server : output embeddings for all tokens when pooling = none

ggml-ci

* server : be explicit about the pooling type in the tests

ggml-ci

* server : do not normalize embeddings when there is no pooling

ggml-ci

* llama : add OuteTTS support (wip)

* wip

* extract features

* first conv

* group norm

* resnet conv

* resnet

* attn

* pos net

* layer norm

* convnext

* head

* hann window

* fix n_embd + remove llama.cpp hacks

* compute hann window

* fft

* spectrum processing

* clean-up

* tts : receive input text and generate codes

* clip : fix new conv name

* tts : minor fix

* tts : add header + minor fixes

ggml-ci

* tts : add matchematical constant

ggml-ci

* tts : fix sampling + cut initial noise

* tts : fixes

* tts : update default samplers

ggml-ci

* tts : text pre-processing

* tts : outetts-voc -> wavtokenizer-dec

* tts : remove hardcoded constants

ggml-ci

* tts : fix tensor shapes

* llama : refactor wavtokenizer tensors

ggml-ci

* cont

ggml-ci

* cont [no ci]

* llama : update WavTokenizer to non-causal attn

* llama : handle no-vocab detokenization

* tts : add Python example for OuteTTS (wip)

* tts : extend python example to generate spectrogram

ggml-ci

* server : fix rebase artifacts

* tts : enable "return_tokens" in Python example

ggml-ci

* tts : minor fixes

* common : support HF download for vocoder
2024-12-18 19:27:21 +02:00
Gaetan Bisson 7bbb5acf12
server: avoid overwriting Authorization header (#10878)
* server: avoid overwriting Authorization header

If no API key is set, leave the Authorization header as is. It may be
used by another part of the Web stack, such as an authenticating proxy.

Fixes https://github.com/ggerganov/llama.cpp/issues/10854

* rebuild

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-18 15:00:07 +01:00
Georgi Gerganov 152610eda9
server : output embeddings for all tokens when pooling = none (#10861)
* server : add "tokens" output

ggml-ci

* server : output embeddings for all tokens when pooling = none

ggml-ci

* server : update readme [no ci]

* server : fix spacing [no ci]

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

* server : be explicit about the pooling type in the tests

ggml-ci

* server : update /embeddings and /v1/embeddings endpoints

ggml-ci

* server : do not normalize embeddings when there is no pooling

ggml-ci

* server : update readme

ggml-ci

* server : fixes

* tests : update server tests

ggml-ci

* server : update readme [no ci]

* server : remove rebase artifact

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-12-18 13:01:41 +02:00
Georgi Gerganov 0e70ba686e
server : add "tokens" output (#10853)
* server : add "tokens" output

ggml-ci

* server : update readme

ggml-ci

* server : return tokens ids only if requested

ggml-ci

* tests : improve "tokens" type check

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

* server : remove "tokens" from the OAI endpoint

ggml-ci

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-12-18 11:05:29 +02:00