8846aace49
model : gemma3n text-only ( #14400 )
...
* gemma3n
* add llm_graph_input_one
2025-06-26 20:34:02 +03:00
a01047b041
cmake: regen vulkan shaders when shaders-gen sources change ( #14398 )
...
* Add shaders-gen sources as target deps
2025-06-26 13:46:53 -03:00
b25346221d
llama : return mistral-v7-tekken as default template only ( #14390 )
2025-06-26 15:01:14 +02:00
e8215dbb96
metal : add special-case mat-vec mul for ne00 == 4 ( #14385 )
...
ggml-ci
2025-06-26 15:51:19 +03:00
5783ae4359
metal : batch rows copy in a single threadgroup ( #14384 )
...
* metal : batch rows copy in a single threadgroup
ggml-ci
* metal : handle some edge cases when threadgroup size is not a power of 2
ggml-ci
2025-06-26 15:50:15 +03:00
bf5bcd0b85
docs: update s390x documentation + add faq ( #14389 )
...
* docs: update s390x documentation + add faq
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* docs: add s390x z17 build q&a
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
---------
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
2025-06-26 12:41:41 +02:00
716301d1b0
musa: enable fp16 mma (all) and cublas on qy2 ( #13842 )
...
* musa: enable fp16 mma (all) and cublas on qy2
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com >
* Update ggml/src/ggml-cuda/ggml-cuda.cu
Co-authored-by: Johannes Gäßler <johannesg@5d6.de >
* Address review comments
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com >
* Address review comments
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com >
* musa: disable MUL_MAT_ID (q2_k × f32) due to precision issues
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 >
2025-06-26 12:11:59 +08:00
60ef23d6c1
ggml-cpu: enable IBM NNPA Vector Intrinsics ( #14317 )
...
* ggml-cpu: add nnpa compile flag
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
(cherry picked from commit 4a9f60c201aaron.teo1@ibm.com >
(cherry picked from commit 8d4a7987f9aaron.teo1@ibm.com >
(cherry picked from commit 0ff0d65162aaron.teo1@ibm.com >
(cherry picked from commit 2f58bbcbb8aaron.teo1@ibm.com >
(cherry picked from commit 01b929491baaron.teo1@ibm.com >
* ggml-cpu: fix print vs printf
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fix float placeholder
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: ensure fp16 and fp32 load and stores are called
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fp16 load ensured to hit
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: remove sigint from fp16 store
for some reason, the function is not getting a hit when debugged with
gdb. we will need to investigate further
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: activate nnpa for ggml_cpu_fp16_to_fp32
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: nnpa activate ggml_cpu_fp16_to_fp32 for 8 elements
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: nnpa switch to vec_xst test
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: switch to vec_xst for 4 element loops also
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: rework noop
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: remove noop, general code cleanup
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: clarify variable naming
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: activate nnpa for ggml_cpu_fp32_to_fp16
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add breakpoint for debugging
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: test fix for conversion failure
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: disable fp32->fp16 nnpa conversions for now
there are some conversion failures in nnpa that requires the eyes of an
ibm stsm. will create a separate pr to introduce the fp32->fp16 change.
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: switch to elif macro
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: reattempt fp32->fp16
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fix typo
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: reattempt fp32->fp16
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fix compiler types
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: change to typedef vector types
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add 4 element loops for fp32->fp16
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: clarified vector naming
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: bring back fp32->fp16 store nnpa
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: activate nnpa fp32->fp16 or fp16->fp32 compute
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add nnpa macro check in ggml-impl
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add missing __func__
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: diagnose why __NNPA__ macro is not being defined
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: import vecintrin.h to fix compiler errors
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: update macro tests
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: move s390x typedef to own header file
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* Revert "ggml-cpu: move s390x typedef to own header file"
This reverts commit 157f856c34aaron.teo1@ibm.com >
* ggml-cpu: switch to importing ggml-cpu-impl instead
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fix macro declaration
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: test more macros
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add debug prints
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: bruteforce macro definitions
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: move macro definitions
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add ggml-impl.h to cmakelists
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: switch to private macros
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: move s390x typedef to own header file
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
(cherry picked from commit 157f856c34aaron.teo1@ibm.com >
* ggml-cpu: bring back compile macros
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: switch to quotes for import
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add compiler error macro
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add s390x detection in ggml-src
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: bring back compile definitions
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: undo cmakelists work
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* Revert "ggml-cpu: move s390x typedef to own header file"
This reverts commit 18d79e1a30aaron.teo1@ibm.com >
* ggml-cpu: remove typedefs.h
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: remove typedef from cmakelists
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add ggml-impl.h future notes
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: add todo comment for future reference
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: clarify naming of dlf16
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: remove unnecessary target compile definitions
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: move nnpa fp16->fp32 and fp32->fp16 to simd-mappings
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml: refactor fp32->fp16 and fp16->fp32 simd to ggml-cpu
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* docs: update broken huggingface link for s390x
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fix duplicate func names during compile
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* Revert "ggml-cpu: fix duplicate func names during compile"
This reverts commit fbb733451faaron.teo1@ibm.com >
* Revert "ggml: refactor fp32->fp16 and fp16->fp32 simd to ggml-cpu"
This reverts commit bd288e8fa5aaron.teo1@ibm.com >
* ggml: refactor fp16<->fp32 simd to ggml-cpu
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fix missing simd-mappings.h import in quants.c
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fix missing simd-mappings.h within repack
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fix amx mmq missing simd-mappings.h
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: attempt at fixing loongarch failing build
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: move nnpa together with other fp16<->fp32 simd
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: fix wrong refactor of ggml-base
ref: https://github.com/ggml-org/llama.cpp/pull/14317#discussion_r2164176555
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml: remove dependency on ggml-cpu from ggml-base
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: rename all fp16<->fp32 macros to prefix with ggml_cpu
ref: https://github.com/ggml-org/llama.cpp/pull/14317#discussion_r2164449406
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: remove mistaken fallback macro
fallback logic was already implemented but i was too sleepy to realise
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml: move ggml_table_f32_f16 to ggml-cpu
ref: https://github.com/ggml-org/llama.cpp/pull/14317#discussion_r2164775006
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: move ggml_table_f32_f16 back to ggml-base due to ci failures
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* Revert "ggml-cpu: move ggml_table_f32_f16 back to ggml-base due to ci failures"
This reverts commit 32a3533564aaron.teo1@ibm.com >
* Revert "ggml: move ggml_table_f32_f16 to ggml-cpu"
This reverts commit 9e40d984adaaron.teo1@ibm.com >
* ggml: move ggml_table_f32_f16 to ggml-cpu
ref: https://github.com/ggml-org/llama.cpp/pull/14317#discussion_r2164775006
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
(cherry picked from commit 9e40d984adaaron.teo1@ibm.com >
* ggml-cpu: extern c ggml_table_f32_f16 + chore docs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* ggml-cpu: dedup ggml_table_f32_f16 from simd-mappings.h
we rely on the variable declaration in ggml-cpu.c instead
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* Revert "ggml-cpu: dedup ggml_table_f32_f16 from simd-mappings.h"
This reverts commit f71b21d2f7aaron.teo1@ibm.com >
* ggml-cpu: bring back ggml_table_f32_f16
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
* Revert "ggml-cpu: bring back ggml_table_f32_f16"
This reverts commit 2dce119178aaron.teo1@ibm.com >
* fix ggml time initialization
* fix f32_f16 table init
* remove extra line
---------
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
Co-authored-by: slaren <slarengh@gmail.com >
2025-06-25 23:49:04 +02:00
b193d53069
ggml : do not output unprintable characters on GGUF load failure ( #14381 )
2025-06-25 23:26:51 +02:00
2bf9d539dd
sycl: GGML_SYCL_DISABLE_OPT on by default for all Intel Devices ( #13973 )
2025-06-25 18:09:55 +02:00
73e53dc834
opencl: ref count ggml_backend_opencl_context and refactor profiling ( #14254 )
...
* Move profiling info into `ggml_backend_opencl_context`
* Add `enqueue_ndrange_kernel` to launch kernel
2025-06-24 11:46:25 -07:00
62af464227
batch : fix check for empty sequences in memory ( #14364 )
...
* batch : fix check for empty sequences in memory
ggml-ci
* cont : reuse the var
ggml-ci
2025-06-24 18:26:30 +03:00
c148cf1946
cmake : use LLAMA_BUILD_NUMBER when defining LLAMA_INSTALL_VERSION ( #14362 )
2025-06-24 15:05:31 +02:00
1b809cee22
server : move no API key doc to /health ( #14352 )
2025-06-24 10:59:11 +02:00
abf241045d
main : honor --verbose-prompt on interactive prompts ( #14350 )
2025-06-24 09:31:00 +02:00
901e20bbe5
jinja : Add Mistral-Small-3.2-24B-Instruct-2506.jinja ( #14349 )
...
This will allow the use of tools on the llama-server
2025-06-24 09:17:58 +03:00
0142961a2e
CUDA/HIP: optimize mmv paths taken for HIP devices ( #14324 )
...
Co-authored-by: Johannes Gäßler <johannesg@5d6.de >
2025-06-24 01:12:56 +02:00
ce82bd0117
ci: add workflow for relocatable cmake package ( #14346 )
2025-06-23 15:30:51 -03:00
bf2a99e3cb
vulkan: update windows SDK in release.yml ( #14344 )
2025-06-23 15:44:48 +02:00
72c6bc3f3d
llama : better rwkv chat template and add missing inputs.use_jinja setting ( #14336 )
...
* llama-cli : add missing `inputs.use_jinja` setting
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* llama : better legacy chat template for rwkv
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
---------
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
2025-06-23 19:56:19 +08:00
defe2158dd
CUDA: mul_mat_v support for batch sizes > 1 ( #14262 )
...
* CUDA: mul_mat_v support for batch sizes > 1
* use 64 bit math for initial offset calculation
2025-06-23 13:11:31 +02:00
7b50d589a8
kv-cells : fix tracking of seq_pos ( #14339 )
...
* kv-cells : fix tracking of seq_pos during cache reuse
ggml-ci
* cont : improve error message
ggml-ci
* cont : add more comments
2025-06-23 12:27:35 +03:00
3a9457df96
vulkan: update windows SDK in CI ( #14334 )
2025-06-23 10:19:24 +02:00
fa4a9f2a1c
quantize : handle user-defined pruning of whole layers (blocks) ( #13037 )
2025-06-22 23:16:26 +02:00
238005c2dc
gguf-py : fix SpecialVocab parsing when post_processor is null ( #14330 )
2025-06-22 19:46:17 +02:00
66aba7aca9
run : avoid double tokenization ( #14327 )
...
* run : avoid double tokenization by adopting common_tokenize heuristic
* build : fix windows gcc and clang warnings
* lint : fixed trailing whitepace
* run : fix is_first flag
2025-06-23 01:28:06 +08:00
f1f5e82df6
examples : fix is_first logic for tokenization ( #14329 )
...
ggml-ci
2025-06-22 20:10:07 +03:00
af3373f1ad
HIP: enable vec fattn on RDNA4 ( #14323 )
2025-06-22 16:51:23 +02:00
5d5c066de8
mtmd : fix Pixtral OOM with large images by capping image_size to 1024 ( #14326 )
...
Mistral Small 2506 models using Pixtral vision encoder were running out
of GPU memory when processing images larger than 1024x1024 pixels due to
exponential memory growth from unlimited image size.
This fix applies the same 1024x1024 limit used by Qwen2VL models to
prevent OOM issues while maintaining compatibility with existing models.
2025-06-22 14:44:57 +02:00
40bfa04c95
common : use std::string_view now that we target c++17 ( #14319 )
2025-06-22 08:37:43 +03:00
aa064b2eb7
CUDA: add mean operation ( #14313 )
...
* CUDA: add mean operation
* add back sum_rows_f32_cuda
* Review: early exit if col!=0
2025-06-22 12:39:54 +08:00
aa0ef5c578
gguf-py : fix Qwen3-Embedding eos token ( #14314 )
2025-06-21 18:12:05 +02:00
bb16041cae
Add support for VK_EXT_debug_utils to add labels to Vulkan objects. ( #13792 )
...
* Add support for VK_EXT_debug_utils to add labels to Vulkan objects. In step 1 compute pipelines are getting labeled.
* remove #ifdef for debug utils and add queue marker.
2025-06-21 08:17:12 +02:00
58cba76a9a
gguf-py : fix TemplateProcessing pair when bos/eos is missing ( #14312 )
2025-06-21 07:33:21 +02:00
67ae5312e2
metal : fix thread-safety ( #14300 )
...
ggml-ci
2025-06-21 08:04:18 +03:00
692e3cdd0a
memory : rename interface to llama_memory_context_i ( #14296 )
...
* memory : rename interface to llama_memory_context_i
ggml-ci
* cont : fix comments
* cont : use "mctx" for referencing a memory context
ggml-ci
2025-06-21 08:03:46 +03:00
b23fa0b3f4
convert : fix Llama 4 conversion ( #14311 )
2025-06-21 06:32:01 +02:00
06cbedfca1
sync : ggml
...
ggml-ci
2025-06-20 21:02:47 +03:00
b7147673f2
Add ggml_roll (ggml/1274)
...
* ggml : add ggml_roll
* use set/get_op_params & std::min
2025-06-20 21:02:47 +03:00
d860dd99a4
docs : fix the link to llama.h ( #14293 )
2025-06-20 19:43:35 +02:00
c959f462a0
CUDA: add conv_2d_transpose ( #14287 )
...
* CUDA: add conv_2d_transpose
* remove direct include of cuda_fp16
* Review: add brackets for readability, remove ggml_set_param and add asserts
2025-06-20 22:48:24 +08:00
22015b2092
lint : remove trailing whitepace ( #14304 )
2025-06-20 16:37:44 +02:00
dd6e6d0b6a
vocab : prevent tokenizer overflow ( #14301 )
...
* vocab : prevent stack overflow in tokenize
* vocab : return error instead of aborting on oversized token count
* vocab : INT32_MIN from llama_tokenize on overflow
2025-06-20 07:13:06 -07:00
8308f98c7f
sycl: add usage of enqueue_functions extension ( #14244 )
...
* Add header and namespace to use enqueue_functions extension
* Convert submit and parallel_for to use new extension in convert.cpp
* Convert submit and parallel_for to use extension in ggml-sycl.cpp
* Convert submit and parallel_for to use extension in gla.cpp
* Convert submit and parallel_for in mmq.cpp
* Convert submit and parallel_for in mmvq.cpp
* Convert submit and parallel_for in remaining files
* Convert all simple parallel_for to nd_launch from enqueue_functions
extension
* Wrapping extension in general function
Create a general function that enable the enqueue_functions extension if
it is enable in the compiler, otherwise call the general SYCL function
to launch kernels.
---------
Signed-off-by: nscipione <nicolo.scipione@codeplay.com >
2025-06-20 15:07:21 +02:00
6369be0735
Implement GGML_CPU_ALL_VARIANTS for PowerPC ( #14286 )
...
* Add PowerPC feature detection and scoring
* ggml-cpu: Implement GGML_CPU_ALL_VARIANTS for PowerPC
* ggml-cpu: Delay some initializations until function is called
When using GGML_BACKEND_DL=ON, these initializations might use
instructions that are not supported by the current CPU.
---------
Co-authored-by: Diego Devesa <slarengh@gmail.com >
2025-06-20 14:17:32 +02:00
88fc854b4b
llama : improve sep token handling ( #14272 )
2025-06-20 14:04:09 +02:00
e28c1b93fd
cuda : synchronize graph capture and cublas handle destruction ( #14288 )
...
Workarounds an issue that may cause CUDA graph capture to fail when a cuBLAS handle is destroyed in a different thread
2025-06-20 13:57:36 +02:00
d27b3ca175
ggml : fix repack work size for mul_mat_id ( #14292 )
...
ggml-ci
2025-06-20 11:19:15 +03:00
9230dbe2c7
ggml: Update KleidiAI to v1.9.0 ( #14277 )
2025-06-20 10:51:01 +03:00
812939a9e9
model : more uniform output id handling ( #14275 )
...
* model : more uniform output id handling
ggml-ci
* cont : revert n_outputs < n_tokens optimization
ggml-ci
* cont : fix out_ids initialization
ggml-ci
2025-06-20 10:50:27 +03:00
