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Author SHA1 Message Date
Concedo
5e87c04056 improved memory estimation (+2 squashed commit) 
Squashed commit:

[3319540f9] mem estimation

[43bad21db] mem estimation
 2025-04-26 02:03:09 +08:00
Concedo
6b6597ebf1 allow for single token prompt processing (actual batch size 1) 2025-04-25 16:54:46 +08:00
Xuan-Son Nguyen
13be08daf9
clip : remove boi/eoi embeddings for GLM-edge model (#13081) 2025-04-24 22:17:04 +02:00
Georgi Gerganov
226251ed56
embeddings : fix batch sizes (#13076) 
ggml-ci
 2025-04-24 22:29:22 +03:00
Concedo
d32d0b382a glm4 template 2025-04-25 00:41:15 +08:00
Georgi Gerganov
87616f0680 ggml : fix trailing whitespaces (#0) 2025-04-24 17:32:47 +03:00
Georgi Gerganov
63b4911494 sync : ggml 
ggml-ci
 2025-04-24 17:32:47 +03:00
Acly
c6e8cc28c1 ggml : Depthwise 2D convolution (ggml/1152) 
* ggml-cpu : kernels for faster depthwise 2D convolution

* fix compile: remove static after moving to ops.cpp

* add dilation for depthwise_conv_2d

* review: rename to ggml_conv_2d_dw_direct, remove redundant struct keywords, pass by ref, whitespace

* review: rename depthwise_conv_2d -> conv_2d_dw everywhere
 2025-04-24 17:32:47 +03:00
Johannes Gäßler
b10d8bfdb1
CUDA: use switch statements in constexpr functions (#13095) 2025-04-24 15:57:10 +02:00
Georgi Gerganov
13b4548877
cmake : do not include ./src as public for libllama (#13062) 
* cmake : do not include ./src as public for libllama

ggml-ci

* cmake : rework tests

ggml-ci

* llguidance : remove unicode include

ggml-ci

* cmake : make c++17 private

ggml-ci
 2025-04-24 16:00:10 +03:00
Georgi Gerganov
572b3141d3
clang-tidy : disable warning about missing math parenthesis (#13091) 2025-04-24 15:44:05 +03:00
Xuan-Son Nguyen
7c727fbe39
arg : add --no-mmproj-offload (#13093) 
* arg : add --no-mmproj-offload

* Update common/arg.cpp
 2025-04-24 14:04:14 +02:00
Concedo
25e747e9d8 up version 2025-04-24 18:44:29 +08:00
Xuan-Son Nguyen
80982e815e
arg : clean up handling --mmproj with -hf (#13082) 
* arg : clean up handling --mmproj with -hf

* rm change about no_mmproj

* Revert "rm change about no_mmproj"

This reverts commit 2cac8e0efb629d66c612f137e75d562f94bb9e6c.

* handle no_mmproj explicitly

* skip download mmproj on examples not using it
 2025-04-24 12:14:13 +02:00
Concedo
c21c8cd00a Merge branch 'upstream' into concedo_experimental 2025-04-24 18:00:29 +08:00
Concedo
2f645bb1b4 pixtral is working only on cpu, however the images are distorted 2025-04-24 17:59:47 +08:00
Concedo
f1eb6c4e36 mtmd for debug 2025-04-24 16:27:24 +08:00
Georgi Gerganov
7604a7d6b8
metal : fix floating-point range of attention scores in FA kernels (#13090) 
ggml-ci
 2025-04-24 10:38:30 +03:00
Concedo
28a2723100 merged pixtral support, not fully working 2025-04-24 15:27:02 +08:00
Eve
b3b6d862cf
vulkan: matmul gcn tuning (#13016) 
* tune matmul for gcn

* this one is more power efficient

* Update ggml/src/ggml-vulkan/ggml-vulkan.cpp

Co-authored-by: 0cc4m <picard12@live.de>

* disable this tune for the proprietary driver

---------

Co-authored-by: 0cc4m <picard12@live.de>
 2025-04-24 09:18:33 +02:00
Concedo
8f1edcbdac Merge commit 'dc39a5e7a8' into concedo_experimental 
# Conflicts:
#	README.md
#	SECURITY.md
#	docs/multimodal/MobileVLM.md
#	examples/llava/CMakeLists.txt
#	examples/llava/README.md
#	examples/llava/android/adb_run.sh
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/rope.cpp
#	ggml/src/ggml-sycl/rope.hpp
 2025-04-24 11:49:08 +08:00
pl752
5630406959
llama-mtmd-cli: Sigint rework in mtmd vision example (#13080) 
* Sigint rework in mtmd vision example

* Applied suggestions on mtmd-cli PR

* Forgot to invert one of the conditions

* Update examples/llava/mtmd-cli.cpp

* Removed redundant exit check

---------

Co-authored-by: pl752 <maximpl752@gmail.com>
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
 2025-04-23 23:32:35 +02:00
Xuan-Son Nguyen
ecda2ec4b3
mtmd : Support Pixtral 12B (#13065) 
* add pixtral text model (vision is wip)

* cgraph ok, just missing 2D RoPE

* fix bad rebase

* first working version

* fix problem with img_break token

* support dynamic image size

* update docs

* update test script
 2025-04-23 20:21:59 +02:00
piDack
eb1776b15a
convert : Append mult-eos,half-rope,bos to GLM4-0414 and Z (#13021) 
* append mult-eos,half-rope,bos to GLM4-0414

* remove unset var
 2025-04-23 16:59:14 +02:00
Radoslav Gerganov
2cca6c01e4
rpc : add command line option for number of threads for the CPU backend (#13060) 
closes #13051
 2025-04-23 10:32:49 +03:00
Johannes Gäßler
658987cfc9
CUDA: noncont MMVQ + batched bs1 MUL_MAT_ID (#13014) 
* CUDA: noncont MMVQ + batched bs1 MUL_MAT_ID

* fix logic for RoPE support, CUDA graphs
 2025-04-22 21:27:40 +02:00
Xuan-Son Nguyen
dc39a5e7a8
mtmd : support SmolVLM (version 1 and 2) (#13050) 
* mtmd : support SmolVLM (version 1 and 2)

* correct chat template

* fix n_patches

* scale_factor is an int

* add more models to test
 2025-04-22 16:24:54 +02:00
Concedo
3e8b84b8e5 added support for structured output in chat completions 2025-04-22 22:23:36 +08:00
Georgi Gerganov
ab47dec3d3
security : add note about RPC and server functionality (#13061) 
* security : add note about RPC functionality

* security : add note about llama-server
 2025-04-22 16:16:10 +03:00
Georgi Gerganov
7b53389c24
metal : add memory pool for temp allocs (#12850) 
* metal : add memory pool for temp allocs (wip) [no ci]

* cont : free buffers from the heap

* cont : resize heap [no ci]

* cont : refactor heap [no ci]

* cont : heap for each cmd buffer [no ci]

* cont : fix free

* wip

* cont : fix alignment [no ci]

* cont : not working .. [no ci]

* cont : heap allocation now works [no ci]

* cont : use MTLHeapTypePlacement

ggml-ci

* metal : use dynamic MTLHeap allocations

ggml-ci

* metal : add comments

* metal : disable softmax use of mem_pool

ggml-ci

* metal : final touches
 2025-04-22 16:15:51 +03:00
Xuan-Son Nguyen
243453533e
llava : update documentations (#13055) 
* llava : update documentations

* fix typo
 2025-04-22 10:37:00 +02:00
Concedo
e8b3aeaa28 update some defaults for max length and max ctx 2025-04-22 15:47:01 +08:00
Concedo
6dbee2f2f8 more robust glslc checks, increase default denoise str 2025-04-22 15:19:47 +08:00
Diego Devesa
1d735c0b4f
ggml : add SSE 4.2 and x64 base variant for CPUs without AVX (#12871) 
* ggml : add SSE 4.2 variant for CPUs without AVX

* ggml : add x64 base ABI variant
 2025-04-21 18:13:51 +02:00
Concedo
16156f0d86 updated lite 2025-04-21 22:24:33 +08:00
Concedo
6494dce405 handle estimation for multipart gguf (+1 squashed commits) 
Squashed commits:

[c7b4af92] handle estimation for multipart gguf
 2025-04-21 22:07:22 +08:00
Akarshan Biswas
5368ddda7a
SYCL: Add non-contiguous support in ROPE (#12993) 
ggml-ci
 2025-04-21 19:13:30 +05:30
Xuan-Son Nguyen
84a9bf2fc2
mtmd : merge llava, gemma3 and minicpmv CLI into single llama-mtmd-cli (#13012) 
* mtmd : merge `llava-cli` and `gemma3-cli` into single `mtmd-cli`

* support for minicpmv

* remove cpp files of llava and minicpmv

* update hot topics

* mtmd : add not supported msg for qwen2vl

* Update examples/llava/mtmd.cpp

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-04-21 15:32:58 +02:00
Concedo
9cd6a1add2 allow mmproj to be run on cpu 2025-04-21 21:03:10 +08:00
Concedo
f968079290 randomize image names to prevent caching in noscript 2025-04-21 13:24:40 +08:00
Xuan-Son Nguyen
2016f07bd1
convert : experimental support for --mmproj flag (#13023) 
* convert : experimental support for `--mmproj` flag

* fix bad ctrl+f replace

* fix style

* split into subclasses TextModel and VisionModel

* rename Mode --> ModelBase

* small fix

* correct CLIP_VISION arch name (because existing GGUF already use it)

* Apply suggestions from code review

Co-authored-by: compilade <git@compilade.net>

* fix Mistral3Model

* fix typo

Co-authored-by: compilade <git@compilade.net>

---------

Co-authored-by: compilade <git@compilade.net>
 2025-04-20 23:29:36 +02:00
Concedo
687bb5375c Merge branch 'upstream' into concedo_experimental 2025-04-20 20:57:11 +08:00
Concedo
2ed6850c0b added override tensor 2025-04-20 20:56:17 +08:00
Jeffrey Morgan
6602304814
llava: fix errors in clip.h on certain compilers (#13030) 2025-04-20 12:15:41 +02:00
Concedo
17360a3b32 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	examples/llava/clip.cpp
 2025-04-20 17:59:58 +08:00
Concedo
636b92ec1d updated lite 2025-04-20 17:52:55 +08:00
Jeff Bolz
66168204be
vulkan: support noncontiguous rms_norm (#13031) 2025-04-20 10:50:02 +02:00
Jeffrey Morgan
4ba9d711ba
metal: add neg operator (#13029) 2025-04-20 08:28:40 +03:00
bandoti
00137157fc
Disable CI cross-compile builds (#13022) 2025-04-19 18:05:03 +02:00
Concedo
75dfad2bb0 fixed noscript (+1 squashed commits) 
Squashed commits:

[dba28399] fixed noscript
 2025-04-19 23:16:08 +08:00