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Author SHA1 Message Date
City 558a764713 Force FP32 compute in GLM4 FFN Down (#13101) 
* Force FP32 compute in cuBLAS GEMM

* Revert "Force FP32 compute in cuBLAS GEMM"

This reverts commit 6efd872732159ab88ee7b3c1d77ba5ebc83079bd.

* Force F32 compute in GLM4 ffn down

* Edit comment to clarify issue

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

---------

Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
 2025-04-25 14:38:34 +02:00
Xuan-Son Nguyen edb18b6e8f clip : fix pixtral on some GPU backends (#13097) 
* clip : fix pixtral on some GPU backends

* refactor inp_raw set

* rm outdated comment

* fix dynamic size

* add TODO
 2025-04-25 14:31:42 +02:00
Neo Zhang Jianyu 514c45608f change the reorder tensor from init to execute OP (#13003) 2025-04-25 17:37:51 +08:00
Concedo 6b6597ebf1 allow for single token prompt processing (actual batch size 1) 2025-04-25 16:54:46 +08:00
Radoslav Gerganov 553a5c3a9f rpc : do not wait for response when sending RPC_CMD_SET_TENSOR (#12943) 
RPC_CMD_SET_TENSOR always returns an empty response and we send this 4
times per token. We can improve TG speed if we don't wait for this empty
response.

The performance impact of this change depends on the network latency.
 2025-04-25 10:08:08 +03:00
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 'dc39a5e7a84815a90fa0c515ed8927870cf858c9' 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 v1.89 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