Commit Graph

10692 Commits

Author SHA1 Message Date
Gilad S. fa0465954f ggml: fix: macOS build with -DGGML_BACKEND_DL=ON (#17581)
Python Type-Check / pyright type-check (push) Successful in 1m14s
2025-11-30 10:00:59 +08:00
ddh0 5a6241feb0 common: update env var name (#17588) 2025-11-30 09:59:25 +08:00
Aman Gupta c7af376c29 CUDA: add stream-based concurrency (#16991)
* CUDA: add stream-based concurrency

* HIP: fix hipStreamWaitEvent define and nodiscard warnings

* ggml-cuda: fix fusion inside stream

* ggml-cuda: fix bug w.r.t first stream launch

* ggml-cuda: format

* ggml-cuda: improve assert message

* ggml-cuda: use lambda instead of duplicating code

* ggml-cuda: add some more comments

* ggml-cuda: add more detailed comments about concurrency

* ggml-cuda: rename + remove unused var

* ggml-cuda: fix condition for stream launch

* ggml-cuda: address review comments, add destructor

* common.cuh: add is_valid for concurrent events

* common.cuh: make comment better

* update comment

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

* update comment

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

* common.cuh: fix lower_bound condition + remove join_node data from write_ranges

* ggml-cuda: fix overlap condition + shadowing parameter

---------

Co-authored-by: Carl Philipp Klemm <carl@uvos.xyz>
Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
2025-11-30 08:17:55 +08:00
Mahekk Shaikh 00425e2ed1 cuda : add error checking for cudaMemcpyAsync in argsort (#17599)
* cuda : add error checking for cudaMemcpyAsync in argsort (#12836)

* fix indentation
2025-11-30 08:16:28 +08:00
Acly 385c3da5e6 vulkan : fix FA mask load with bounds check (coopmat2) (#17606) 2025-11-30 01:03:21 +01:00
Xuan-Son Nguyen ab49f094d2 server: move server-context to its own cpp|h (#17595)
* git mv

* add server-context.h

* add server-context.h

* clean up headers

* cont : cleanup

* also expose server_response_reader (to be used by CLI)

* fix windows build

* decouple server_routes and server_http

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-11-29 22:04:44 +01:00
Haiyue Wang 8c32d9d96d server: explicitly set the function name in lambda (#17538)
As [1] explained, the real debug message will be like:
	"res    operator(): operator() : queue result stop"

Set the name explicitly, the message is easy for debugging:
	"res    operator(): recv : queue result stop"

The left "operator()" is generated by 'RES_DBG() ... __func__'

[1]: https://clang.llvm.org/extra/clang-tidy/checks/bugprone/lambda-function-name.html

Signed-off-by: Haiyue Wang <haiyuewa@163.com>
2025-11-29 18:43:29 +01:00
Igor Smirnov 0874693b44 common : fix json schema with '\' in literals (#17307)
* Fix json schema with '\' in literals

* Add "literal string with escapes" test
2025-11-29 17:06:32 +01:00
Concedo 925e7f8f6d added a secondary terminal mirror for linux 2025-11-29 21:53:51 +08:00
Neo Zhang 7d2add51d8 sycl : support to malloc memory on device more than 4GB, update the doc and script (#17566)
Python Type-Check / pyright type-check (push) Successful in 38s
Co-authored-by: Neo Zhang Jianyu <jianyu.zhang@intel.com>
2025-11-29 14:59:44 +02:00
ixgbe f698a79c63 ggml: replace hwcap with riscv_hwprobe for RVV detection (#17567)
Signed-off-by: Wang Yang <yangwang@iscas.ac.cn>
2025-11-29 14:56:31 +02:00
Ruben Garcia 06d39dff73 Fix warnings (#1864) 2025-11-29 20:18:38 +08:00
Concedo 9999b8950d cleaner resizing 2025-11-29 18:01:49 +08:00
Ruben Ortlam 47a268ea50 Vulkan: MMVQ Integer Dot K-Quant and MUL_MAT_ID support (#16900)
* vulkan: split mul_mmq_funcs for mul_mat_vecq use

* add mxfp4 mmvq

* add q2_k mmvq

* add q3_k mmvq

* add q4_k and q5_k mmvq

* add q6_k mmvq

* handle 4x4 quants per mmvq thread

* enable MUL_MAT_ID mmvq support

* enable subgroup optimizations for mul_mat_vec_id shaders

* device tuning

* request prealloc_y sync after quantization

* fix indentation

* fix llvmpipe test failures

* fix mul_mat_id mmvq condition

* fix unused variable warning
2025-11-29 09:37:22 +01:00
Jeff Bolz 59d8d4e963 vulkan: improve topk perf for large k, fix overflow in unit tests (#17582) 2025-11-29 08:39:57 +01:00
Aleksei Nikiforov d82b7a7c1d gguf-py : fix passing non-native endian tensors (editor-gui and new-metadata) (#17553)
gguf_new_metadata.py reads data from reader.
Reader doesn't byteswap tensors to native endianness.
But writer does expect tensors in native endianness to convert them
into requested endianness.

There are two ways to fix this: update reader and do conversion to native endianness and back,
or skip converting endianness in writer in this particular USE-case.

gguf_editor_gui.py doesn't allow editing or viewing tensor data.
Let's go with skipping excessive byteswapping.

If eventually capability to view or edit tensor data is added,
tensor data should be instead byteswapped when reading it.
2025-11-28 20:53:01 +01:00
DAN™ 03914c7ef8 common : move all common_chat_parse_* to chat-parser.cpp. (#17481) 2025-11-28 19:29:36 +01:00
o7si 3ce7a65c2f server: fix: /metrics endpoint returning JSON-escaped Prometheus format (#17386)
* fix: /metrics endpoint returning JSON-escaped Prometheus format

* mod: remove string overload from ok() method
2025-11-28 19:14:00 +01:00
Diego Devesa e072b2052e ggml : add GGML_SCHED_NO_REALLOC option to disable reallocations in ggml_backend_sched (#17276)
* ggml : add GGML_SCHED_NO_REALLOC option to disable reallocations in ggml_backend_sched
Enabled in ggml-ci for testing.

* llama : update worst-case graph for unified cache

* ci : disable op offload in some tests

* fix spelling

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-11-28 17:33:23 +02:00
Concedo 0ccb298087 Merge commit 'ddf9f94389a614ce005347f1c3f60ce477df1be1' into concedo_experimental
# Conflicts:
#	examples/model-conversion/scripts/causal/run-converted-model.sh
#	examples/model-conversion/scripts/causal/run-org-model.py
#	src/CMakeLists.txt
#	src/llama-quant.cpp
#	tools/server/README.md
v1.102.3
2025-11-28 23:27:50 +08:00
R0CKSTAR c6f7a423c8 [MUSA] enable fp16/fast_fp16/bf16_mma on PH1 (#17551)
Check Pre-Tokenizer Hashes / pre-tokenizer-hashes (push) Successful in 31s
Python check requirements.txt / check-requirements (push) Failing after 7s
Python Type-Check / pyright type-check (push) Successful in 36s
* [MUSA] enable fp16/fast_fp16/bf16_mma on PH1

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>

* Update ggml/src/ggml-cuda/fattn-vec.cuh

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

* Update ggml/src/ggml-cuda/fattn-vec.cuh

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

* Update ggml/src/ggml-cuda/fattn-tile.cuh

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

* Address review comments

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>

---------

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
2025-11-28 14:08:29 +01:00
Aman Gupta 2e7ef98f18 ggml-cuda: add stricter checking for fusion (#17568)
* ggml-cuda: make conditions for fusion more explicit

* ggml-cuda: remove size check as std::equal already does it
2025-11-28 20:34:51 +08:00
Fredrik Hultin ddf9f94389 server : add Anthropic Messages API support (#17570)
* server : add Anthropic Messages API support

* remove -@pytest.mark.slow from tool calling/jinja tests

* server : remove unused code and slow/skip on test_anthropic_vision_base64_with_multimodal_model in test_anthropic_api.py

* server : removed redundant n field logic in anthropic_params_from_json

* server : use single error object instead of error_array in streaming response handler for /v1/chat/completions and use unordered_set instead of set in to_json_anthropic_stream()

* server : refactor Anthropic API to use OAI conversion

* make sure basic test always go first

* clean up

* clean up api key check, add test

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-11-28 12:57:04 +01:00
Piotr Wilkin (ilintar) ff55414c42 model : Qwen3 Next (#16095)
* Qwen3 Next - cleaned up version

* Whitespaces and stuff

* Correct minor errors

* Update src/llama-model.cpp

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

* Misc. fixes.

* Clean up code, add missing hybrid qualifier

* Did someone transpose the SOLVE_TRI result matrix? Perhaps...

* Whitespace

* Proper tensors for cb calls

* Use llama-graph.h vertical alignment

* BROKEN: chunking

* Set new tensors as inputs.

* Proper chunk logic

* It's the circle of life...

* More shenanigans for n_seq > 1

* Nail in the coffin?

* Fix Windows build

* Eh, one fails on Windows, the other fails on Mac... just use general capture.

* quant : cleanup

* model : cleanup

* qwen3 : cleanup

* cont : cleanup

* cont : cleanup

* ggml : revert change

* qwen3 : cleanup

* cont : cleanup

* Readd cmath

* qwen3 : fix typo

* Update convert_hf_to_gguf.py

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

* Usual suspects

* fix my bad suggestion

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-11-28 12:02:56 +01:00
Concedo d2d05bd365 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-rpc/ggml-rpc.cpp
2025-11-28 18:45:43 +08:00
Concedo b30f09db80 autoscroll fixes 2025-11-28 18:31:29 +08:00
Johannes Gäßler 73955f7d2a CUDA: no FP16 arithmetic for vector FA kernel (#17558) 2025-11-28 10:29:09 +01:00
Jeff Bolz 35cf8887e1 vulkan: Implement GGML_OP_TRI (#17503)
* vulkan: Implement GGML_OP_TRI

* check types match
2025-11-28 10:07:29 +01:00
Radoslav Gerganov 15d2b46b4d rpc : cache and reuse compute graphs (#15405)
Store the last computed graph and reuse it when possible.
Also do not return response from GRAPH_COMPUTE and assume it always
completes successfully. If this this is not the case, the server closes
the connection. This saves us a network round trip to the server.
2025-11-28 08:33:51 +00:00
yulo 6bca76ff5e HIP: enable mul_mat_f for RDNA4 (#17437)
* enable mmf for rdna4

* move some mmvf to mmf

* revert lds128 for wmma loading

* Revert "revert lds128 for wmma loading"

This reverts commit db9ae8b6b4738a5def5b393caa1611d52133e9b5.

* Revert "enable mmf for rdna4"

This reverts commit 698c9f24187b990e35c3b73a8067e5387e6ddbd4.

* Revert "move some mmvf to mmf"

This reverts commit 99b92bd6653cc8593607f641e44606391691792f.

* enable mul_mat for rdna4

---------

Co-authored-by: zhang hui <you@example.com>
2025-11-28 08:24:30 +01:00
Concedo 6aa79513a9 Merge branch 'cuda-fa-vec-fix-overflow-2' into concedo_experimental 2025-11-28 13:27:16 +08:00
Concedo eda4a312cb Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.devops/vulkan.Dockerfile
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/common.hpp
#	tests/test-backend-ops.cpp
#	tools/server/README.md
2025-11-28 13:22:02 +08:00
Concedo e570478275 limit cuda arches + scale tweaks 2025-11-28 13:05:11 +08:00
Concedo 9a46faa1c3 fix for override tensors not passing correctly 2025-11-28 13:03:40 +08:00
Piotr Wilkin (ilintar) cd0e3a7a3b SOLVE_TRI CUDA kernel for small matrices (#17457)
Python Type-Check / pyright type-check (push) Successful in 1m17s
2025-11-28 12:15:32 +08:00
Neo Zhang Jianyu efaaccdd69 refactor pad_reflect_1d to make the UT case pass (#17204)
Co-authored-by: Zhang Jianyu <zhang.jianyu@outlook.com>
2025-11-28 08:50:56 +08:00
Johannes Gäßler b13fcf85c5 CUDA: no FP16 arithmetic for vector FA kernel 2025-11-27 21:13:46 +01:00
Jeff Bolz 4abef75f2c vulkan: Implement SOLVE_TRI (#17486)
* vulkan: Implement SOLVE_TRI

* load B matrix through shared memory

* use FLOAT_TYPE
2025-11-27 15:48:00 +01:00
Georgi Gerganov c386114922 arch : add description about LLM_TENSOR_INFOS (#17550) 2025-11-27 16:34:13 +02:00
Georgi Gerganov 6783b11fb0 models : fix LFM2 tensors (#17548) 2025-11-27 16:04:29 +02:00
matt23654 909072abcf cuda : fix UMA detection on discrete GPUs. (#17537) 2025-11-27 13:35:35 +02:00
Alberto Cabrera Pérez cd8370b408 ggml-cpu: aarm64: q4_K repack gemm and gemv implementations (dotprod only) (#17494)
* Enabled q4_K_4x8 path

* Fixed generic Q4_K 8x4 implementation

* wip: dotprod gemm

* Working arm q4_K dotprod gemm

Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai>

* Undo acc rename

Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai>

* Q4_K arm dotprod gemm

Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai>

* Fix: q4_qs reinterpret from uint to int

Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai>

* Removed comments

* Fixed macro guards

* Fixed unused vars in generic implementation

* Fixed unused vars in 8x4 repack

* Fixed unused vars in generic implementation, unneeded comment

* Missing arch fallback for x86

* minor : style

---------

Signed-off-by: Alberto Cabrera <alberto.cabrera@liquid.ai>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-11-27 13:25:14 +02:00
Eric Curtin d21a76ac38 devops: Add build-essential to Ubuntu 26.04 image (#17531)
This is no longer passing the build, needs more packages.

Signed-off-by: Eric Curtin <eric.curtin@docker.com>
2025-11-27 18:35:47 +08:00
Aleksei Nikiforov 4fcd87cf7c gguf-py : skip endian-conversion of MXFP4 data (#17523)
* gguf_convert_endian.py: skip MXFP4 data

* Use gguf.constants.GGML_QUANT_SIZES to determine block sizes
2025-11-27 11:35:38 +01:00
Acly b78db3bd50 vulkan : move contiguous checks to device_supports_op (#17490)
* vulkan : remove op_supports_incontiguous and add missing constraints in device_supports_op

* im2col: remove contraints on src0 (kernel input)
2025-11-27 06:54:19 +01:00
Jeff Bolz 142df17c9c vulkan: use a fixed 1KB buffer for the add_rms_fusion opt (#17514) 2025-11-27 06:32:30 +01:00
Concedo 7527f1eff0 handle media for jinja path (+1 squashed commits)
Squashed commits:

[29d47d6b7] handle media for jinja path
v1.102.2
2025-11-27 11:40:08 +08:00
Concedo 782ec5bffe bad identifier name 2025-11-27 11:07:13 +08:00
Concedo d68f4a5ae5 disable clip fa for now 2025-11-27 10:20:38 +08:00
Concedo 2b00292bfe display path on 404 2025-11-27 10:07:08 +08:00