Commit Graph

4372 Commits

Author SHA1 Message Date
Adrien Gallouët
e34c5af43f
ggml-cpu: replace NEON asm with intrinsics in ggml_gemv_q4_0_4x8_q8_0() (#10874)
* ggml-cpu: replace NEON asm with intrinsics in ggml_gemv_q4_0_4x8_q8_0()

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

* ggml-cpu: format code

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

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2024-12-21 00:33:37 +01:00
Akarshan Biswas
eb5c3dc64b
SYCL: Migrate away from deprecated ggml_tensor->backend (#10840)
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* Migrate to tensor->buffer for checking backend buffer type: 1

* SYCL: common.cpp try to migrate away from tensor->backend

* SYCL: fix assertions and add proper comments

* SYCL: remove extra space

* SYCL: Add back static to ggml_backend_buffer_is_sycl_split function

* SYCL: Add pragma directive to suppress warning spam

* SYCL: Integrate debug logs with GGML_LOG and other fixes

* Revert "SYCL: Integrate debug logs with GGML_LOG and other fixes"

This reverts commit 2607b7de0f.
Let's keep the current SYCL specific logging mechanism for now

* SYCL: Use GGML_SYCL_DEBUG after reverting

* SYCL: reg_get_proc_address func, update to the current func signature

* SYCL: Refactor SYCL buffer checks in ggml_sycl_cpy_tensor_2d
2024-12-20 23:31:28 +08:00
Xuan Son Nguyen
0ca416c91a
server : (UI) fix copy to clipboard function (#10916) 2024-12-20 14:12:06 +01:00
Diego Devesa
21ae3b9be8
ggml : add test for SVE and disable when it fails (#10906) 2024-12-20 13:31:28 +01:00
Molly Sophia
0a11f8b7b5
convert : fix RWKV v6 model conversion (#10913)
* Enable --no-context-shift for llama-perplexity example

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* RWKV 6: Fix error in ggml_cuda_op_bin_bcast

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

---------

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
2024-12-20 11:44:58 +02:00
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)
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ggml-ci
2024-12-19 17:42:13 +02:00
Georgi Gerganov
36319dec5d
tts : small QoL for easy model fetch (#10903) 2024-12-19 17:35:15 +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
Adrien Gallouët
a3c33b1dce
ggml: fix arm build with gcc (#10895)
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2024-12-19 14:20:41 +01:00
Sukriti Sharma
2fffc52b50
llama : fix Roberta embeddings (#10856)
* fix: Use gpt2 tokenizer for roberta and add eos/bos tokens

Branch: RobertaTokenizer

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fixes to position embeddings

Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com>

* map roberta-bpe to gpt-2

Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com>

* fix linting

Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com>

---------

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>
Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com>
Co-authored-by: Gabe Goodhart <ghart@us.ibm.com>
2024-12-19 15:04:51 +02:00
fairydreaming
7585edbdeb
convert : Add support for Microsoft Phi-4 model (#10817)
* convert : use GPT2 vocab for Phi-4 model

* convert : use null value of sliding_window to distinguish Phi-4 from other PHI3-based models

* llama : do not use sliding window attention mask for Phi-4 model

---------

Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com>
2024-12-19 10:37:12 +01:00
Johannes Gäßler
cd920d0ac3
tests: disable GGUF test for bad value size (#10886) 2024-12-19 08:53:58 +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)
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* 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)
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* 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
Xuan Son Nguyen
46828872c3
server : (embeddings) using same format for "input" and "content" (#10872)
* server : (embeddings) using same format for "input" and "content"

* fix test case

* handle empty input case

* fix test
2024-12-18 10:55:09 +02:00
redbeard
6b064c92b4
docs: Fix HIP (née hipBLAS) in README (#10880)
Related to #10524 / be0e350c references to hipBLAS have been removed
across the repository.  This fixes the link from the repositories
`README.md`.

Signed-off-by: Brian 'redbeard' Harrington <redbeard@dead-city.org>
2024-12-18 10:35:00 +02:00
Diego Devesa
4da69d1abd
Revert "llama : add Falcon3 support (#10864)" (#10876)
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This reverts commit 382bc7f2e8.
2024-12-18 01:36:46 +01:00
DAN™
d62b532c52
Use model->gguf_kv for loading the template instead of using the C API. (#10868)
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* Bump model_template to 16384 bytes to support larger chat templates.

* Use `model->gguf_kv` for efficiency.
2024-12-17 23:24:22 +01:00
Johannes Gäßler
081b29bd2a
tests: add tests for GGUF (#10830) 2024-12-17 19:09:35 +01:00
Georgi Gerganov
5437d4aaf5
sync : ggml 2024-12-17 18:36:02 +02:00
Georgi Gerganov
78f766768d
cmake : fix "amd64" processor string (whisper/2638) 2024-12-17 18:35:49 +02:00
gn64
8dd19a4812
vulkan : fix soft_max.comp division by zero (whisper/2633)
This change prevents a division by zero error when p.KY is 0.
2024-12-17 18:35:49 +02:00
Daniel Bevenius
130d0c90bd
ggml : remove return from ggml_gallocr_allocate_node (ggml/1048)
This commit removes the return statement from ggml_gallocr_allocate_node
function.

The motivation behind this change is to make the code more readable and
consistent.
2024-12-17 18:35:49 +02:00
Daniel Bevenius
3919da8e33
ggml : add check for grad_accs (ggml/1046)
* ggml : add check for grad_accs

This commit adds a check for grad_accs in ggml_graph_get_grad and
ggml_graph_get_grad_acc functions. This is necessary to avoid segfaults
when grad_accs is not initialized.

The motivation for this change is that I find it nice to be able to
print out a computation graph using ggml_graph_print but this function
segfaults when grad_accs is not initialized:
```console
(gdb) p g1
$2 = (ggml_cgraph *) 0x7ffff66004b0
(gdb) p *g1
$3 = {size = 2048, n_nodes = 1, n_leafs = 2, nodes = 0x7ffff6600500,
grads = 0x0, grad_accs = 0x0, leafs = 0x7ffff6604500,
visited_hash_set = {size = 4099, used = 0x7ffff6610518,
keys = 0x7ffff6608500}, order = GGML_CGRAPH_EVAL_ORDER_LEFT_TO_RIGHT}
(gdb) p ggml_graph_print(g1)
=== GRAPH ===
n_nodes = 1

Program received signal SIGSEGV, Segmentation fault.
0x0000555555579775 in ggml_graph_get_grad
(cgraph=0x7ffff66004b0,node=0x7ffff6600340)
    at /ggml/ggml/src/ggml.c:5990
5990  return igrad != GGML_HASHSET_FULL &&
          ggml_bitset_get(cgraph->visited_hash_set.used, igrad) ?
          cgraph->grads[igrad] : NULL;
```

* squash! ggml : add check for grad_accs

Fix the check in ggml_graph_get_grad. The check was incorrectly using
cgraph->grad_accs instead of cgraph->grads.
2024-12-17 18:35:48 +02:00
Georgi Gerganov
0006f5a74a
ggml : update ggml_backend_cpu_device_supports_op (#10867)
* ggml : fix cpy op for IQ-quants to use reference impl

ggml-ci

* ggml : disable tests involving i-matrix quantization

* ggml : update ggml_backend_cpu_device_supports_op

ggml-ci
2024-12-17 18:35:42 +02:00
krystiancha
05c3a444b8
server : fill usage info in embeddings and rerank responses (#10852)
* server : fill usage info in embeddings response

* server : fill usage info in reranking response
2024-12-17 18:00:24 +02:00
Billel Mokeddem
382bc7f2e8
llama : add Falcon3 support (#10864) 2024-12-17 17:24:56 +02:00
Ruan
4f51968aca
readme : update typos (#10863) 2024-12-17 11:47:20 +02:00
Xuan Son Nguyen
227d7c5a7f
server : (UI) fix missing async generator on safari (#10857)
* server : (UI) fix missing async generator on safari

* fix
2024-12-17 09:52:09 +01:00
Eve
7b1ec53f56
vulkan: bugfixes for small subgroup size systems + llvmpipe test (#10809)
* ensure mul mat shaders work on systems with subgroup size less than 32

more fixes

add test

* only s_warptile_mmq needs to be run with 32 threads or more
2024-12-17 06:52:55 +01:00
Zhiyuan Li
160bc039c8
rwkv6: add wkv6 support for Vulkan backend (#10829)
* rwkv_wkv6 vulkan shader

* RWKV_WKV6 Vulkan op tests passed

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Apply code format changes

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* add [[unroll]] and remove unnecessary conditions

* add uma support

* fix erros in EditorConfig Checker

---------

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: Molly Sophia <mollysophia379@gmail.com>
2024-12-16 22:00:46 +01:00
Georgi Gerganov
08ea539df2
unicode : improve naming style (#10838)
* unicode : improve naming style

ggml-ci

* cont [no ci]
2024-12-16 12:31:45 +02:00
Georgi Gerganov
644fd71b44
sampling : refactor + optimize penalties sampler (#10803)
* sampling : refactor + optimize penalties sampler

ggml-ci

* common : apply ignore_eos as logit bias

ggml-ci

* batched : remove penalties sampler

* params : allow penalty_last_n == -1 to be equal to context size

ggml-ci

* common : by default, move the penalties at the end of the sampling chain

ggml-ci

* common : ignore all EOG tokens

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

* common : move back the penalties at the front of the sampling chain

ggml-ci

* readme : restore hint about --ignore-eos flag [no ci]

* llama : minor

ggml-ci

* webui : update

---------

Co-authored-by: Diego Devesa <slarengh@gmail.com>
2024-12-16 12:31:14 +02:00
Bartowski
4ddd199f6f
llava : Allow locally downloaded models for QwenVL (#10833)
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* Allow locally downloaded models for QwenVL

* Define model_path

* rm trailing space

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-12-15 21:43:25 +01:00
Valentin Mamedov
a0974156f3
llama : add Deepseek MoE v1 & GigaChat models (#10827)
* Add deepseek v1 arch & gigachat template

* improve template code

* add readme

* delete comments

* remove comment

* fix format

* lint llama.cpp

* fix order of deepseek and deepseek2, move gigachat temlate to the end of func

* fix order of deepseek and deepseek2 in constants; mark shared exp as deepseek arch need

* remove comments

* move deepseek above deepseek2

* change placement of gigachat chat template
2024-12-15 19:02:46 +02:00
Georgi Gerganov
87cf323cef
scripts : change build path to "build-bench" for compare-commits.sh (#10836) 2024-12-15 18:44:47 +02:00
Vinesh Janarthanan
5478bbcd17
server: (UI) add syntax highlighting and latex math rendering (#10808)
* add code highlighting and math formatting

* code cleanup

* build public/index.html

* rebuild public/index.html

* fixed coding style

* fixed coding style

* style fixes

* highlight: smaller bundle size, fix light & dark theme

* remove katex

* add bundle size check

* add more languages

* add php

* reuse some langs

* use gzip

* Revert "remove katex"

This reverts commit c0e5046acc.

* use better maintained @vscode/markdown-it-katex

* fix gzip non deterministic

* ability to add a demo conversation for dev

* fix latex rendering

* add comment

* latex codeblock as code

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-15 12:55:54 +01:00
Georgi Gerganov
b5ae1ddff9
gguf-py : bump to v0.13.0 2024-12-15 13:16:42 +02:00
Michelle Tan
89d604f2c8
server: Fix has_next_line in JSON response (#10818)
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* Update server JSON response.

* Add unit test to check `has_new_line` JSON response

* Remove `has_new_line` unit test changes.

* Address code review comment: type check for `has_new_line` in unit test
2024-12-14 23:29:45 +01:00
Evgeny Kurnevsky
e52aba537a
nix: allow to override rocm gpu targets (#10794)
This allows to reduce compile time when you are building for a single GPU.
2024-12-14 10:17:36 -08:00
HimariO
ba1cb19cdd
llama : add Qwen2VL support + multimodal RoPE (#10361)
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* Barebone Qwen2VL LLM convertor

* Add Qwen2VL cli entrypoint

* [WIP] add qwen2vl arch

* Verify m-rope output

* Add vl-rope/2d-rope support for qwen2vl ViT

* update qwen2vl cli tool

* update 5D tensor op workaround

* [WIP] qwen2vl vision model

* make batch and clip utils compatible with qwen2vl

* [WIP] create inference workflow, gguf convert script but fix

* correcting vision-rope behavior, add the missing last layer back to ViT

* add arg parser to qwen2vl_surgery

* replace variable size array with vector

* cuda-gdb cmake preset

* add fp32 mrope, vision rope kernel

* add fp16 support for qwen2vl and m-rope

* add `GGML_ROPE_TYPE_MROPE`, `GGML_ROPE_TYPE_VISION`

* fix rope op mode switching, out dated func args

* update `llama_hparams`

* update to keep up stream changes

* resolve linter, test errors

* add makefile entry, update speical image padding token

* add mrope unit test, fix few compiler warnings

* rename `mrope` related function, params

* minor updates on debug util, bug fixs

* add `m-rope` testcase to `test-backend-ops`

* Apply suggestions from code review

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

* fix traililng whitespce

* store `llama_hparams.rope_sections` with fixed size array

* update position id tensor size check in GGML_OP_ROPE

* minor updates

* update `ggml_backend_*_supports_op` of unsupported backends

* remote old `rope_section` compare operator

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-14 14:43:46 +02:00
cduk
56eea0781c
Removes spurious \r in output that causes logging in journalctl to treat lines as binary and therefore hidden by default (#10771)
Signed-off-by: Charles Darke <s.cduk@toodevious.com>
Co-authored-by: Charles Darke <s.cduk@toodevious.com>
2024-12-13 23:21:49 +01:00
lhez
a76c56fa1a
Introducing experimental OpenCL backend with support for Qualcomm Adreno GPUs (#10693)
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* [cl][adreno] Add Adreno GPU support

Add new OpenCL backend to support Adreno GPUs

---------

Co-authored-by: Skyler Szot <quic_sszot@quicinc.com>
Co-authored-by: Shangqing Gu <quic_shawngu@quicinc.com>
Co-authored-by: Alexander Angus <quic_aangus@quicinc.com>
Co-authored-by: Hongqiang Wang <quic_wangh@quicinc.com>
Co-authored-by: Max Krasnyansky <quic_maxk@quicinc.com>

* [cl][ci] Add workflow for CL

* [cl][adreno] Fix memory leak for non SMALL_ALLOC path

* opencl: integrate backend dyn.load interface and fix compiler and format warnings

* opencl: remove small-alloc support and fix build errors for non-opencl platforms

* opencl: fixed merge conflict (MUSA added twice in cmake)

* opencl-ci: use RUNNER_TEMP instead of github.workspace

* opencl: fix embed tool invocation with python3

* opencl: CI workflow fixes

* opencl: Clean up small-alloc in CMake files

* opencl: cleanup ggml-opencl2 header file

* opencl: use ulong for offsets and strides in ADD kernel

* opencl: use cl_ulong for all offsets

* opencl: use cl_ulong for sizes and strides

* opencl: use `GGML_LOG_xxx` instead of `fprintf(stderr, ...)`

* opencl: rename backend `opencl2` -> `opencl`

* opencl: rename kernel files `ggml-opencl2` -> `ggml-opencl`

* opencl: make OpenCL required, remove redundant lib and inc directories

* `ggml-base`, `..` and `.` are added by `ggml_add_backend_library`

* opencl: rename backend - funcs, structs, etc `opencl2` -> `opencl`

* opencl: remove copyright marker since main license already covers

* opencl: replace some more OPENCL2 leftovers

* opencl: remove limits on `tensor_extra`

* opencl: use pools for `tensor_extra`

* opencl: fix compiler warnings with GCC and Clang

Still getting the warning about clCreateCmdQueue being obsolete.
Will fix that separately.

* opencl: fail gracefully if opencl devices are not available

Also for unsupported GPUs.

* opencl: fix MSVC builds (string length error)

* opencl: check for various requirements, allow deprecated API

* opencl: update log message for unsupported GPUs

---------

Co-authored-by: Skyler Szot <quic_sszot@quicinc.com>
Co-authored-by: Shangqing Gu <quic_shawngu@quicinc.com>
Co-authored-by: Alexander Angus <quic_aangus@quicinc.com>
Co-authored-by: Hongqiang Wang <quic_wangh@quicinc.com>
Co-authored-by: Max Krasnyansky <quic_maxk@quicinc.com>
2024-12-13 12:23:52 -08:00
Eric Curtin
c27ac678dd
Opt class for positional argument handling (#10508)
Added support for positional arguments `model` and `prompt`. Added
functionality to download via strings like:

  llama-run llama3
  llama-run ollama://granite-code
  llama-run ollama://granite-code:8b
  llama-run hf://QuantFactory/SmolLM-135M-GGUF/SmolLM-135M.Q2_K.gguf
  llama-run huggingface://bartowski/SmolLM-1.7B-Instruct-v0.2-GGUF/SmolLM-1.7B-Instruct-v0.2-IQ3_M.gguf
  llama-run https://example.com/some-file1.gguf
  llama-run some-file2.gguf
  llama-run file://some-file3.gguf

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2024-12-13 19:34:25 +01:00
Corentin REGAL
11e07fd63b
fix: graceful shutdown for Docker images (#10815) 2024-12-13 18:23:50 +01:00