Commit graph

150 commits

Author SHA1 Message Date
Concedo
2562129271 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	README.md
#	ci/run.sh
#	docs/backend/CANN.md
#	examples/speculative/speculative.cpp
#	ggml/CMakeLists.txt
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/common.h
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/flash_attn_f16.cl
#	ggml/src/ggml-opencl/kernels/flash_attn_f32.cl
#	ggml/src/ggml-opencl/kernels/flash_attn_f32_f16.cl
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	ggml/src/gguf.cpp
#	src/llama-context.cpp
#	tests/test-sampling.cpp
#	tools/server/README.md
2025-09-03 17:16:42 +08:00
Georgi Gerganov
e92d53b29e
sampling : optimize samplers by reusing bucket sort (#15665)
* sampling : optimize sorting using bucket sort in more places

ggml-ci

* sampling : do not sort in dist sampler

ggml-ci

* sampling : avoid heap allocations for sort buffers

ggml-ci

* common : add option to sort sampling candidates by probability

ggml-ci

* sampling : revert the change for preserving sort buffers

* sampling : use std::copy instead of memcpy

* sampling : clarify purpose of partial sort helpers

ggml-ci

* cont : remove wrong comment [no ci]

* common : update comment

Co-authored-by: Johannes Gäßler <johannesg@5d6.de>

---------

Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
2025-08-31 20:41:02 +03:00
Georgi Gerganov
0d161f021a
server : enable /slots by default and make it secure (#15630)
* server : enable /slots by default and make it secure

ggml-ci

* server : fix tests to pass `--no-slots` when necessary

* server : extend /props with info about enabled endpoints
2025-08-31 20:11:58 +03:00
Concedo
7e35954695 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	docs/build.md
#	docs/function-calling.md
#	examples/eval-callback/eval-callback.cpp
#	ggml/CMakeLists.txt
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cpu/kleidiai/kernels.cpp
#	ggml/src/ggml-cpu/kleidiai/kernels.h
#	ggml/src/ggml-cpu/kleidiai/kleidiai.cpp
#	scripts/compare-llama-bench.py
#	scripts/server-bench.py
#	scripts/tool_bench.py
#	tests/test-chat.cpp
#	tools/batched-bench/batched-bench.cpp
#	tools/llama-bench/llama-bench.cpp
#	tools/server/README.md
2025-08-31 23:33:36 +08:00
Johannes Gäßler
e81b8e4b7f
llama: use FA + max. GPU layers by default (#15434)
* llama: use max. GPU layers by default, auto -fa

* ggml-backend: abort instead of segfault
2025-08-30 16:32:10 +02:00
Sergey Alirzaev
d82f6aa34a
server : removed obsolete doc (#15670)
completing a4090d1174
2025-08-30 00:12:53 +02:00
ExtReMLapin
792b44f2ed
server : add documentation for parallel_tool_calls param (#15647)
Co-authored-by: Pierre F <no@p.e>
2025-08-29 20:25:40 +03:00
Concedo
3060dfb99f Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	examples/model-conversion/Makefile
#	examples/model-conversion/scripts/causal/convert-model.sh
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/common.h
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-cuda/CMakeLists.txt
#	scripts/compare-commits.sh
2025-08-28 23:17:29 +08:00
Sigbjørn Skjæret
84ab83cc0b
model : jina-embeddings-v3 support (#13693)
* initial jina-embeddings-v3 support

* initial jina-embeddings-v3 support

* initial jina-embeddings-v3 support

* fix vocab parsing with only tokenizer.json

* set mask token lstrip attribute

* additional unk_token_id fallback just in case [no ci]

* revert vocab_size() change [no ci]

* merge tensor loading into general bert

* rope

* add lora embedding and loading (non-functional)

* export separate lora ggufs instead

* add adapter metadata api

* use std::string

* convert_hf_to_lora compatibility

* fix assert

* apply suggestions from review

* apply suggestion from review
2025-08-28 15:49:50 +02:00
Johannes Gäßler
fbef0fad7a
server: higher timeout for tests (#15621) 2025-08-27 20:58:09 +02:00
Concedo
8b8396c30c Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	README.md
#	docs/build-s390x.md
#	examples/llama.vim
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/common.h
#	scripts/compare-llama-bench.py
#	src/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tools/llama-bench/README.md
#	tools/llama-bench/llama-bench.cpp
#	tools/server/README.md
2025-08-23 11:35:28 +08:00
Concedo
257992d6b8 possibly unstable, needs testing for fa 2025-08-22 17:35:32 +08:00
Georgi Gerganov
9ebebef62f
llama : remove KV cache defragmentation logic (#15473)
ggml-ci
2025-08-22 12:22:13 +03:00
65a
4afb0a746f
server : Support multimodal completion and embeddings prompts in JSON format (#15108)
- Use server_tokens in more places in server and util.cpp
- Convert most functions that used llama_tokens to server_tokens
- Modify input tokenizer to handle JSON objects as subprompts
- Break out MTMD prompt parsing into utility function
- Support JSON objects with multimodal_data arrays for MTMD prompts along with other existing types
- Add capability to model endpoint to indicate if client can send multimodal data
- Add tests.
2025-08-22 10:10:14 +02:00
stduhpf
1b0db8f6e0
server : fix webui (#15462)
* Fix webui crash after streaming

* build webui
2025-08-21 08:19:22 +03:00
teo
1bc664a26a
server: fix OpenAI API compatibility for usage statistics in chat streams (#15444) 2025-08-21 00:10:08 +02:00
Concedo
1c41c38a6a Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.devops/cuda.Dockerfile
#	CODEOWNERS
#	README.md
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/common.h
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	scripts/sync-ggml-am.sh
#	scripts/sync-ggml.last
#	scripts/sync-ggml.sh
#	tests/test-chat.cpp
#	tools/batched-bench/batched-bench.cpp
#	tools/mtmd/clip.h
2025-08-20 20:34:45 +08:00
xiaobing318
1a99c2d948
cmake : fix target include directories (#15450)
* Update docker.yml

修改docker.yml文件中的内容使其停止周期性的运行该workflow,如果想要运行该workflow可以手动启动

* feat:Modify the header file include path

1. There's no llava directory in the tools directory.
2. Because the command `target_include_directories(mtmd PUBLIC .)` is used in the `mtmd` CMakeLists.txt file, other targets that link against `mtmd` automatically include the `mtmd` directory as a search path for header files. Therefore, you can remove `target_include_directories(${TARGET} PRIVATE ../llava`` or use `target_include_directories(${TARGET} PRIVATE ../mtmd`` to explicitly require the `llama-server` target to use header files from `mtmd`.

* Restore the docker.yml file
2025-08-20 13:32:05 +03:00
Georgi Gerganov
d2fcd91cf9
server : disable context shift by default (#15416)
* server : disable context shift by default

ggml-ci

* server : make scopr of test parameters local
2025-08-19 16:46:37 +03:00
davidef
d1d8241600
server : fix incoming tasks not process in order (#15395) 2025-08-18 17:51:42 +03:00
Oleksandr Kuvshynov
e5155e6986
server : export max observed n_past value (#15361)
Add tracking for high watermark cache usage and make it available in /metrics endpoint.

Use-case: Tracking largest needed cache usage under realistic workload
to better understand memory requirements and be able to adjust
cache size/quantization for model/cache accordingly.
2025-08-18 00:28:58 +02:00
Concedo
d876898476 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.devops/cpu.Dockerfile
#	.devops/cuda.Dockerfile
#	.github/ISSUE_TEMPLATE/010-bug-compilation.yml
#	.github/ISSUE_TEMPLATE/011-bug-results.yml
#	.github/labeler.yml
#	.github/workflows/build.yml
#	.github/workflows/release.yml
#	CODEOWNERS
#	README.md
#	docs/build-s390x.md
#	docs/ops.md
#	examples/eval-callback/eval-callback.cpp
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/transpose.cl
#	tests/test-backend-ops.cpp
#	tests/test-chat.cpp
#	tests/test-opt.cpp
2025-08-16 12:39:25 +08:00
Diego Devesa
f75b830647
chat : include kwargs in template example (#15309) 2025-08-14 10:28:29 -07:00
Aldehir Rojas
b204a5a234
gpt-oss: implement harmony parsing (#15181)
* model : add harmony parser for gpt-oss

* gpt-oss : fix grammar trigger from causing empty stack

* gpt-oss: tweak the grammar trigger again

* gpt-oss : add support for recipient in role header

* gpt-oss : fix ungrouped tool calls in grammar

* gpt-oss : loosen function name matching during parse

* gpt-oss : clean up workarounds

* gpt-oss : add template tests

* gpt-oss : simulate thinking and tool call tags

* gpt-oss : undo think tags when reasoning_format is none

* gpt-oss : set special tokens back to user defined

* gpt-oss : update openai-gpt-oss template

* server : filter out harmony thought messages

* gpt-oss : simplify parsing
2025-08-14 17:23:11 +03:00
Concedo
7ac0102ed3 hope i didnt break anything 2025-08-14 21:42:24 +08:00
Concedo
d5876024ec Merge commit 'f4586ee598' into concedo_experimental
# Conflicts:
#	README.md
#	docs/multimodal/minicpmo2.6.md
#	docs/multimodal/minicpmv2.6.md
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-cpu/kleidiai/kleidiai.cpp
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/add.cl
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	tools/perplexity/perplexity.cpp
#	tools/server/README.md
2025-08-14 21:29:52 +08:00
Georgi Gerganov
d32e03f449
server : add SWA checkpoints (#15293)
* server : add SWA checkpoints

ggml-ci

* cont : server clean-up

* server : handle state restore fails

* llama : add extended llama_state_seq_ API

* server : do not make checkpoints if --swa-full

ggml-ci

* llama : remove flags value for NONE

* server : configure number of SWA checkpoints with CLI arg

ggml-ci

* args : fix scope of new argument
2025-08-14 14:59:50 +03:00
Sigbjørn Skjæret
b3e16665e1
server : enable -td and -tbd parameters (#15172) 2025-08-13 15:43:00 +02:00
Copilot
d8914fc47e
common : add --override-tensor-draft, --cpu-moe-draft and --n-cpu-moe-draft parameters (#15191)
* Checkpoint from VS Code for coding agent session

* Initial plan

* Fix typo in --override-tensor-draft flag implementation

* Add null termination for speculative tensor buffer overrides

* Apply suggestions from code review

* Apply suggestions from code review

* Extract tensor override parsing logic to common function (addresses @slaren's feedback)

* Apply suggestions from code review

* Apply suggestions

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Diego Devesa <slarengh@gmail.com>
2025-08-13 12:44:40 +02:00
Aldehir Rojas
e885445bc1
server : filter out harmony thought messages (#15278) 2025-08-13 12:28:21 +02:00
Xuan-Son Nguyen
53d0a12658
server : allow specifying reasoning_format in HTTP request (#15238) 2025-08-11 14:48:41 +02:00
Concedo
6eea7b88d2 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	README.md
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	tests/test-backend-ops.cpp
#	tests/test-chat-template.cpp
2025-08-06 10:51:29 +08:00
Georgi Gerganov
fd1234cb46
llama : add gpt-oss (#15091)
* oai moe

* compat with new checkpoint

* add attn sink impl

* add rope scaling yarn

* logits match with latest transformers code

* wip chat template

* rm trailing space

* use ggml_scale_bias

* rm redundant is_swa_all

* convert interleaved gate_up

* graph : fix activation function to match reference (#7)

* vocab : handle o200k_harmony special tokens

* ggml : add attention sinks support (#1)

* llama : add attn sinks

* ggml : add attn sinks

* cuda : add attn sinks

* vulkan : add support for sinks in softmax

remove unnecessary return

* ggml : add fused swiglu_oai op (#11)

* ggml : add fused swiglu_oai op

* Update ggml/src/ggml-cpu/ops.cpp

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

* update CUDA impl

* cont : metal impl

* add vulkan impl

* test-backend-ops : more test cases, clean up

* llama : remove unfused impl

* remove extra lines

---------

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

---------

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

* repack mxfp4 upon conversion

* clean up a bit

* enable thinking

* add quick hack to render only some special tokens

* fix bf16 conversion

* remove vocab hack

* webui ok

* support chat parsing for gpt-oss

* fix webui

* direct mapping mxfp4, FINALLY

* force using mxfp4

* properly use lazy tensor

* ggml : add mxfp4

ggml : use e8m0 conversion instead of powf

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

change kvalues_mxfp4 table to match e2m1 (#6)

metal : remove quantization for now (not used)

cuda : fix disabled CUDA graphs due to ffn moe bias

vulkan : add support for mxfp4

cont : add cm2 dequant

* ggml : add ggml_add_id (#13)

* ggml : add ggml_add_id

* add cuda impl

* llama : add weight support check for add_id

* perf opt

* add vulkan impl

* rename cuda files

* add metal impl

* allow in-place ggml_add_id

* llama : keep biases on CPU with --cpu-moe

* llama : fix compile error

ggml-ci

* cuda : add fallback for __nv_cvt_e8m0_to_bf16raw

ggml-ci

* cleanup

ggml-ci

* sycl : fix supports_op for MXFP4

ggml-ci

* fix Unknown reasoning format

* ggml-cpu : fix AVX build

ggml-ci

* fix hip build

ggml-ci

* cuda : add mxfp4 dequantization support for cuBLAS

ggml-ci

* ggml-cpu : fix mxfp4 fallback definitions for some architectures

ggml-ci

* cuda : fix version required for __nv_cvt_e8m0_to_bf16raw

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
Co-authored-by: slaren <slarengh@gmail.com>
2025-08-05 22:10:36 +03:00
Concedo
8bffbd9ce5 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-sycl/ggml-sycl.cpp
2025-08-06 00:44:19 +08:00
Alex Wu
22f060c9c4
webui: fix markdown table (#15081)
* webui: fix markdown table

* webui: fix table display with themes
2025-08-05 13:56:44 +02:00
Concedo
8bd0a560f0 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	requirements/requirements-convert_hf_to_gguf_update.txt
#	scripts/compare-llama-bench.py
#	tests/test-backend-ops.cpp
#	tests/test-chat.cpp
#	tools/imatrix/README.md
#	tools/imatrix/imatrix.cpp
#	tools/llama-bench/llama-bench.cpp
2025-08-04 22:42:02 +08:00
Johannes Gäßler
f906275537
server: enable token array inputs for OAI API (#15001) 2025-08-02 10:12:41 +02:00
Concedo
f430916a71 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	docs/backend/CANN.md
#	docs/multimodal/minicpmo2.6.md
#	docs/multimodal/minicpmv2.5.md
#	docs/multimodal/minicpmv2.6.md
#	examples/speculative-simple/speculative-simple.cpp
#	ggml/cmake/ggml-config.cmake.in
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-cpu/repack.cpp
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/add.cl
#	ggml/src/ggml-opencl/kernels/mul.cl
#	scripts/compare-commits.sh
#	scripts/compare-llama-bench.py
#	scripts/sync-ggml.last
#	tools/server/README.md
2025-08-02 10:25:10 +08:00
g2mt
94933c8c2e
server : implement universal assisted decoding (#12635)
* llama-server : implement universal assisted decoding

* Erase prompt tail for kv-cache

* set vocab_dft_compatible in common_speculative

* rename ctx_main to ctx_tgt

* move vocab_dft_compatible to spec struct

* clear mem_dft, remove mem

* detokenize id_last for incompatible models

* update comment

* add --spec-replace flag

* accept special tokens when translating between draft/main models

* Escape spec-replace

* clamp draft result to size to params.n_draft

* fix comment

* clean up code

* restore old example

* log common_speculative_are_compatible in speculative example

* fix

* Update common/speculative.cpp

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

* Update common/speculative.cpp

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

* Update common/speculative.cpp

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-07-31 14:25:23 +02:00
Lukas Straub
a9f77a8be3
server : add openai-style logit_bias support (#14946)
Signed-off-by: Lukas Straub <lukasstraub2@web.de>
2025-07-31 14:08:23 +02:00
Daniel Bevenius
41e78c567e
server : add support for embd_normalize parameter (#14964)
This commit adds support for the `embd_normalize` parameter in the
server code.

The motivation for this is that currently if the server is started with
a pooling type that is not `none`, then Euclidean/L2 normalization will
be the normalization method used for embeddings. However, this is not
always the desired behavior, and users may want to use other
normalization (or none) and this commit allows that.

Example usage:
```console
curl --request POST \
    --url http://localhost:8080/embedding \
    --header "Content-Type: application/json" \
    --data '{"input": "Hello world today", "embd_normalize": -1}
```
2025-07-30 18:07:11 +02:00
Concedo
0d72c794fa Merge commit 'c8ade30036' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/im2col_f16.cl
#	ggml/src/ggml-opencl/kernels/im2col_f32.cl
#	ggml/src/ggml-sycl/im2col.cpp
#	tools/mtmd/clip.cpp
2025-07-25 19:42:45 +08:00
Molly Sophia
adef81781a
server : allow setting --reverse-prompt arg (#14799)
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
2025-07-22 09:24:22 +08:00
Concedo
4abea4b5c9 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	README.md
#	docs/build.md
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cpu/kleidiai/kernels.cpp
#	ggml/src/ggml-cpu/kleidiai/kernels.h
#	ggml/src/ggml-cpu/kleidiai/kleidiai.cpp
#	tests/test-backend-ops.cpp
#	tools/server/README.md
2025-07-21 23:37:42 +08:00
IsaacDynamo
b4efd77f8a
server : add parse_special option to /tokenize endpoint (#14783) 2025-07-21 10:24:51 +03:00
Concedo
bdff33e0de Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	README.md
#	ci/run.sh
#	docs/build.md
#	examples/CMakeLists.txt
#	examples/parallel/parallel.cpp
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	scripts/server-bench.py
#	src/llama-kv-cache-unified.cpp
#	tests/test-backend-ops.cpp
#	tools/batched-bench/batched-bench.cpp
#	tools/server/README.md
2025-07-17 00:28:37 +08:00
Georgi Gerganov
6ffd4e9c44
server : pre-calculate EOG logit biases (#14721)
ggml-ci
2025-07-16 14:04:12 +03:00
Georgi Gerganov
538cc77f7f
server : fix handling of the ignore_eos flag (#14710)
ggml-ci
2025-07-16 12:13:57 +03:00
Johannes Gäßler
5cae766541
scripts: synthetic prompt mode for server-bench.py (#14695) 2025-07-16 09:33:28 +02:00
Concedo
ce7aa0d5c0 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	requirements/requirements-all.txt
2025-07-15 23:59:53 +08:00