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Author SHA1 Message Date
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
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
17360a3b32 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	examples/llava/clip.cpp
 2025-04-20 17:59:58 +08:00
Xuan-Son Nguyen
37b9f0d29d
clip : refactor, add image_manipulation and llava_uhd classes (#13011) 
* clip : refactor, add `image_manipulation` and `llava_uhd`

* refactor llava-1.6 preprocessing

* simplify logic for llava-1.5

* missing include
 2025-04-19 09:15:45 +02:00
Concedo
a6149ad0fc fixed g3 adapter back 2025-04-12 23:17:54 +08:00
Concedo
9f94f62768 fixed segfault 2025-04-12 19:08:27 +08:00
Concedo
7b4254bef9 not working on cpu 2025-04-12 18:55:29 +08:00
Matt Clayton
e59ea539b8
llava: Fix cpu-only clip image encoding sefault (#12907) 
* llava: Fix cpu-only clip image encoding

* clip : no smart ptr for ggml_backend_t

* Fix for backend_ptr push_back

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
 2025-04-12 07:29:03 +02:00
Concedo
7e1289ade8 fixes for sdcpp 2025-04-12 10:08:23 +08:00
Concedo
a0ae187563 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/docker.yml
#	README.md
#	build-xcframework.sh
#	examples/llava/CMakeLists.txt
#	examples/llava/clip.cpp
#	examples/rpc/rpc-server.cpp
#	examples/run/run.cpp
#	ggml/src/ggml-cann/ggml-cann.cpp
#	scripts/sync-ggml-am.sh
#	scripts/sync-ggml.last
#	tests/test-backend-ops.cpp
#	tests/test-chat.cpp
 2025-04-12 10:06:47 +08:00
Concedo
ea9bd61e47 Merge commit '64eda5deb9' into concedo_experimental 
# Conflicts:
#	.devops/cuda.Dockerfile
#	.devops/intel.Dockerfile
#	.devops/llama-cli-cann.Dockerfile
#	.devops/musa.Dockerfile
#	.devops/rocm.Dockerfile
#	.devops/vulkan.Dockerfile
#	.github/workflows/build.yml
#	.github/workflows/docker.yml
#	README.md
#	docs/backend/SYCL.md
#	examples/llava/clip.cpp
#	examples/server_embd.py
#	ggml/src/ggml-cann/acl_tensor.cpp
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/aclnn_ops.h
#	ggml/src/ggml-cann/ggml-cann.cpp
#	src/CMakeLists.txt
#	tests/test-chat-template.cpp
 2025-04-12 08:31:22 +08:00
Xuan-Son Nguyen
0c50923944
clip : use smart pointer (⚠️ breaking change) (#12869) 
* clip : use smart pointers

* fix warmup

* add forward declaration

* misisng include

* fix include (2)

* composite

* simplify batch ptr

* fix conflict
 2025-04-11 12:09:39 +02:00
Xuan-Son Nguyen
8b9cc7cdd8
llava : introduce libmtmd (#12849) 
* wip llava2

* migrated gemma3 to llava2

* add timings

* correct pre/postfix

* fix missing include

* fix compilation unused var warn

* update llava2_tokenize

* change name llava2 --> mtmd

* improve api

* refine helpers

* Update examples/llava/mtmd.cpp

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-04-10 22:57:16 +02:00
Xuan-Son Nguyen
65a69e6e1b
clip : do not print ftype (#12832) 2025-04-09 10:09:53 +02:00
Matt Clayton
b32efad2bc
llava: improve clip_ctx destructor to not memleak load_image_size (#12834) 2025-04-08 22:01:58 +02:00
dm4
2dabf759e7
llava: add more helper functions to check projector types in clip context (#12824) 
Signed-off-by: dm4 <sunrisedm4@gmail.com>
 2025-04-08 15:49:13 +02:00
Concedo
88660dd59d merged qwen2.5vl again 2025-04-08 21:32:25 +08:00
Concedo
822cf2430e Merge commit 'f1e3eb4249' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	README.md
#	docs/backend/SYCL.md
#	examples/llava/clip.cpp
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/ggml-vulkan/cmake/host-toolchain.cmake.in
 2025-04-08 20:48:53 +08:00
Concedo
c58e9a2be3 revert q2.5vl before merge (+1 squashed commits) 
Squashed commits:

[3197ea95] Revert "add tentative support for qwen2.5vl vision from HimariO fork"

This reverts commit 911669087a.
 2025-04-08 20:38:41 +08:00
HimariO
b28ad7ecca fix attn weight scaling after rebase 2025-04-07 22:07:56 +08:00
HimariO
223edef897 remove commented-out code blocks 2025-04-07 21:52:37 +08:00
HimariO
fdae70a832 cleaning up 2025-04-07 21:52:37 +08:00
HimariO
c891300c1e move position id remap out of ggml to avoid int32 cuda operations 2025-04-07 21:52:37 +08:00
HimariO
e18f6a3238 fix few incorrect tensor memory layout 2025-04-07 21:52:37 +08:00
HimariO
9c827814e6 handle window attention inputs 2025-04-07 21:51:18 +08:00
HimariO
9c7cc6de9c implment vision model architecture, gguf convertor 2025-04-07 21:46:06 +08:00
Xuan-Son Nguyen
0364178ca2
clip : refactor clip_init, add tests (#12757) 
* refactor clip_init

* fix loading file

* fix style

* test ok

* better test with report

* add missing headers

* clarify

* add KEY_MM_PATCH_MERGE_TYPE

* remove bool has_* pattern

* Apply suggestions from code review

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

* Update examples/llava/clip.cpp

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

* use ggml_soft_max_ext

* refactor logging system

* add minicpm-v-o 2.6 for testing

* use nullptr everywhere

* fix Yi-VL model

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-04-05 17:17:40 +02:00
Concedo
9e182b3e78 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	README.md
#	docs/backend/SYCL.md
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	ggml/src/ggml-vulkan/ggml-vulkan.cpp
#	scripts/sync-ggml.last
#	tests/test-chat-template.cpp
 2025-04-01 20:16:07 +08:00
Sigbjørn Skjæret
1a85949067
llava : proper description fix (#12668) 2025-03-31 11:28:30 +02:00
Sigbjørn Skjæret
f52d59d771
llava : fix clip loading GGUFs with missing description (#12660) 2025-03-31 11:07:07 +02:00
Concedo
911669087a add tentative support for qwen2.5vl vision from HimariO fork 2025-03-29 22:52:43 +08:00
Concedo
396875e1c4 update api docs and lite 2025-03-29 15:39:25 +08:00
Ivy233
02082f1519
clip: Fix llama-llava-clip-quantize-cli quantization error under CUDA backend (#12566) 
* [Fix] Compiling clip-quantize-cli and running it in a CUDA environment will cause ggml_fp16_to_fp32 to report an error when trying to access video memory. You need to switch to the CPU backend to run quantize.
After the fix, it will automatically run in the CPU backend and will no longer be bound to CUDA.

* [Fix]Roll back the signature and implementation of clip_model_load, and change the call in clip_model_quantize to clip_init.
 2025-03-26 15:06:04 +01:00
Concedo
bfc30066c9 fixed a clip processing bug 2025-03-15 17:49:49 +08:00
Concedo
1ef41c2124 streamline output console log (+1 squashed commits) 
Squashed commits:

[ca474bdd] streamline output console log
 2025-03-13 15:33:49 +08:00
Concedo
16137f4281 gemma3 now works correctly 2025-03-13 14:34:18 +08:00
Concedo
77debb1b1b gemma3 vision works, but is using more tokens than expected - may need resizing 2025-03-13 00:31:16 +08:00
Xuan-Son Nguyen
7841fc723e
llama : Add Gemma 3 support (+ experimental vision capability) (#12343) 
* llama : Add Gemma 3 text-only support

* fix python coding style

* fix compile on ubuntu

* python: fix style

* fix ubuntu compile

* fix build on ubuntu (again)

* fix ubuntu build, finally

* clip : Experimental support for Gemma 3 vision (#12344)

* clip : Experimental support for Gemma 3 vision

* fix build

* PRId64
 2025-03-12 09:30:24 +01:00
Xuan-Son Nguyen
96e1280839
clip : bring back GPU support (#12322) 
* clip : bring back GPU support

* use n_gpu_layers param

* fix double free

* ggml_backend_init_by_type

* clean up
 2025-03-11 09:20:16 +01:00
tc-mb
8352cdc87b
llava : fix bug in minicpm-v code (#11513) 
* fix bug in minicpm-v code

* update readme of minicpm-v
 2025-03-10 10:33:24 +02:00
Concedo
6b7d2349a7 Rewrite history to fix bad vulkan shader commits without increasing repo size 
added dpe colab (+8 squashed commit)

Squashed commit:

[b8362da4] updated lite

[ed6c037d] move nsigma into the regular sampler stack

[ac5f61c6] relative filepath fixed

[05fe96ab] export template

[ed0a5a3e] nix_example.md: refactor (#1401)

* nix_example.md: add override example

* nix_example.md: drop graphics example, already basic nixos knowledge

* nix_example.md: format

* nix_example.md: Vulkan is disabled on macOS

Disabled in: 1ccd253acc

* nix_examples.md: nixpkgs.config.cuda{Arches -> Capabilities}

Fixes: https://github.com/LostRuins/koboldcpp/issues/1367

[675c62f7] AutoGuess: Phi 4 (mini) (#1402)

[4bf56982] phrasing

[b8c0df04] Add Rep Pen to Top N Sigma sampler chain (#1397)

- place after nsigma and before xtc (+3 squashed commit)

Squashed commit:

[87c52b97] disable VMM from HIP

[ee8906f3] edit description

[e85c0e69] Remove Unnecessary Rep Counting (#1394)

* stop counting reps

* fix range-based initializer

* strike that - reverse it
 2025-03-05 00:02:20 +08:00
Alex Brooks
7a2c913e66
llava : Add Granite Vision Support (#11794) 
* Add super wip scripts for multimodal granite gguf

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add example for converting mmgranite to gguf

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* remove hardcoded path

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add vision feature layer to gguf params

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Clean up llava surgery and remove name substitution hacks

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add transformers llava next tensor name mapping

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Make siglip / openclip mutuall exclusive

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix projector linear substitution

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix linear 2 substitution index

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Increase max flattened gridpoints to 64

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix hardcoded concat for multiple feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Pull vision feature layers out of gguf keys

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* fix num gridpoints and use all layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Avoid dropping last image encoder layer in llava models

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use 10 for max number of patches

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Standardize vision feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Cleanup logs

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Update comment for vision feature layer init

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Update notes for alternative to legacy llm conversion script

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix notes rendering

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add v prefix to vision feature layer log

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use current defaults for feature layer

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use constant for max gridpoints / feat layers, style fixes

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* clarify non-negative feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Remove CLIP_API from func signature

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* USE MAX_IMAGE_FEATURE_LAYERS const in layer calc

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Clarify feature layers are non negative ints and not uint

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix condition for reading feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* pop last llava layer when feature layers are unset

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix unset vision layer 0

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Update examples/llava/clip.cpp

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>

* Reenable assertion for out of bounds get_rows

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use std vector for gridpoints and feature layers

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Caculate max feature layer at load time

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Include base patch for granite vision allocation

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Fix trailing whitespace

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Add max num patches = 10 back for minicpmv

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use unordered set to store feature layers

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Use max feature layer for postnorm

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>

* Apply suggestions from code review

---------

Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
 2025-02-24 17:09:51 +01:00
Concedo
159c47f0e6 Merge commit '335eb04a91' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	CONTRIBUTING.md
#	Makefile
#	docs/build.md
#	examples/llama.swiftui/llama.swiftui/UI/ContentView.swift
#	examples/run/run.cpp
#	ggml/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-musa/CMakeLists.txt
 2025-02-24 11:55:14 +08:00
Ting Lou
36c258ee92
llava: build clip image from pixels (#11999) 
* llava: export function `clip_build_img_from_pixels` to build image from pixels decoded by other libraries instead of stb_image.h for better performance

* Apply suggestions from code review

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
 2025-02-22 15:28:28 +01:00
Alex Brooks
ee02ad02c5
clip : fix visual encoders with no CLS (#11982) 
Signed-off-by: Alex-Brooks <Alex.Brooks@ibm.com>
 2025-02-21 08:11:03 +02:00
Concedo
db6db9dff9 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	.github/workflows/close-issue.yml
#	.github/workflows/server.yml
#	AUTHORS
#	CMakeLists.txt
#	Makefile
#	README.md
#	cmake/llama.pc.in
#	common/CMakeLists.txt
#	docs/build.md
#	examples/batched.swift/Sources/main.swift
#	examples/llama.swiftui/llama.cpp.swift/LibLlama.swift
#	examples/llava/CMakeLists.txt
#	examples/llava/clip.h
#	examples/run/run.cpp
#	examples/server/README.md
#	ggml/CMakeLists.txt
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-musa/CMakeLists.txt
#	scripts/sync-ggml.last
#	tests/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tests/test-chat-template.cpp
#	tests/test-grammar-integration.cpp
#	tests/test-json-schema-to-grammar.cpp
 2025-02-07 00:52:31 +08:00
SAMI
1ec208083c
llava: add quantization for the visual projector LLAVA, Qwen2VL (#11644) 
* Added quantization for visual projector
* Added README
* Fixed the clip quantize implementation in the file

* Fixed the gcc warning regarding minor linting

* Removed trailing whitespace
 2025-02-05 10:45:40 +03:00
piDack
0cec062a63
llama : add support for GLM-Edge and GLM-Edge-V series models (#10573) 
* add glm edge chat model

* use config partial_rotary_factor as rope ratio

* support for glm edge model

* vision model support

* remove debug info

* fix format

* llava.cpp trailing whitespace

* remove unused AutoTokenizer

* Update src/llama.cpp for not contain <|end|> or </s>

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>

* add edge template

* fix chat template

* fix confict

* fix confict

* fix ci err

* fix format err

* fix template err

* 9b hf chat support

* format

* format clip.cpp

* fix format

* Apply suggestions from code review

* Apply suggestions from code review

* Update examples/llava/clip.cpp

* fix format

* minor : style

---------

Co-authored-by: liyuhang <yuhang.li@zhipuai.cn>
Co-authored-by: piDack <pcdack@hotmail.co>
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: liyuhang <yuhang.li@aminer.cn>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-02-02 09:48:46 +02:00
Concedo
70f1d8d746 vision can set max res (+1 squashed commits) 
Squashed commits:

[938fc655] vision can set max res
 2025-01-30 00:19:49 +08:00
Concedo
bec231422a Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	CMakeLists.txt
#	Makefile
#	README.md
#	common/CMakeLists.txt
#	docs/backend/SYCL.md
#	docs/build.md
#	docs/docker.md
#	examples/export-lora/export-lora.cpp
#	examples/main/README.md
#	examples/main/main.cpp
#	examples/run/README.md
#	examples/run/run.cpp
#	examples/server/README.md
#	examples/simple-chat/simple-chat.cpp
#	ggml/CMakeLists.txt
#	ggml/src/ggml-hip/CMakeLists.txt
#	src/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tests/test-chat-template.cpp
 2025-01-25 14:16:50 +08:00