f430916a71
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# docs/backend/CANN.md
# docs/multimodal/minicpmo2.6.md
# docs/multimodal/minicpmv2.5.md
# docs/multimodal/minicpmv2.6.md
# examples/speculative-simple/speculative-simple.cpp
# ggml/cmake/ggml-config.cmake.in
# ggml/src/ggml-cann/aclnn_ops.cpp
# ggml/src/ggml-cann/ggml-cann.cpp
# ggml/src/ggml-cpu/repack.cpp
# ggml/src/ggml-opencl/CMakeLists.txt
# ggml/src/ggml-opencl/ggml-opencl.cpp
# ggml/src/ggml-opencl/kernels/add.cl
# ggml/src/ggml-opencl/kernels/mul.cl
# scripts/compare-commits.sh
# scripts/compare-llama-bench.py
# scripts/sync-ggml.last
# tools/server/README.md
2025-08-02 10:25:10 +08:00
952a47f455
mtmd : support MiniCPM-V 4.0 ( #14983 )
...
* support minicpm-v 4
* add md
* support MiniCPM-o 4.0
* add default location
* temp rm MiniCPM-o 4.0
* fix code
* fix "minicpmv_projector" default path
2025-07-31 17:22:17 +02:00
3284757b56
voxstral mini is really bad
2025-07-29 21:22:17 +08:00
b8425f5a9c
merge but voxtral not working
2025-07-28 22:08:05 +08:00
00fa15fedc
mtmd : add support for Voxtral ( #14862 )
...
Python check requirements.txt / check-requirements (push) Failing after 12s
Python Type-Check / pyright type-check (push) Successful in 1m6s
Update Operations Documentation / update-ops-docs (push) Successful in 12s
* mtmd : add support for Voxtral
* clean up
* fix python requirements
* add [BEGIN_AUDIO] token
* also support Devstral conversion
* add docs and tests
* fix regression for ultravox
* minor coding style improvement
* correct project activation fn
* Apply suggestions from code review
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
---------
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
2025-07-28 15:01:48 +02:00
21b7d0a899
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .devops/rocm.Dockerfile
# docs/build-s390x.md
# docs/development/HOWTO-add-model.md
# docs/ops.md
# docs/ops/CPU.csv
# docs/ops/CUDA.csv
# ggml/CMakeLists.txt
# 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
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml-opencl/ggml-opencl.cpp
# ggml/src/ggml-opencl/kernels/rms_norm.cl
# scripts/create_ops_docs.py
# tests/test-backend-ops.cpp
# tools/export-lora/export-lora.cpp
2025-07-27 17:10:53 +08:00
0d72c794fa
Merge commit 'c8ade30036139e32108fee53d8b7164dbfda4bee' into concedo_experimental
...
# Conflicts:
# ggml/src/ggml-cuda/CMakeLists.txt
# ggml/src/ggml-opencl/CMakeLists.txt
# ggml/src/ggml-opencl/ggml-opencl.cpp
# ggml/src/ggml-opencl/kernels/im2col_f16.cl
# ggml/src/ggml-opencl/kernels/im2col_f32.cl
# ggml/src/ggml-sycl/im2col.cpp
# tools/mtmd/clip.cpp
2025-07-25 19:42:45 +08:00
749e0d27f0
mtmd : fix 32-bit narrowing issue in export-lora and mtmd clip ( #14503 )
...
* [fix] Fix 32-bit narrowing issue in export-lora and mtmd clip
* Update export-lora.cpp
* Update clip.cpp
* Update export-lora.cpp
* format: use space to replace tab
2025-07-25 13:08:04 +02:00
c8ade30036
Mtmd: add a way to select device for vision encoder ( #14236 )
...
* Mtmd: add a way to select device for vision encoder
* simplify
* format
* Warn user if manual device selection failed
* initialize backend to nullptr
2025-07-22 12:51:03 +02:00
8cd72ea924
fix for clip first so that it loads qwen omni (expects dual backends)
2025-07-10 22:53:38 +08:00
57ce374240
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/ISSUE_TEMPLATE/010-bug-compilation.yml
# .github/ISSUE_TEMPLATE/011-bug-results.yml
# .github/labeler.yml
# .github/workflows/build.yml
# .github/workflows/release.yml
# .gitmodules
# CMakeLists.txt
# ggml/CMakeLists.txt
# ggml/src/CMakeLists.txt
# ggml/src/ggml-cann/aclnn_ops.cpp
# ggml/src/ggml-cann/ggml-cann.cpp
# ggml/src/ggml-opencl/ggml-opencl.cpp
# ggml/src/ggml-opencl/kernels/softmax_4_f16.cl
# ggml/src/ggml-opencl/kernels/softmax_4_f32.cl
# ggml/src/ggml-opencl/kernels/softmax_f16.cl
# ggml/src/ggml-opencl/kernels/softmax_f32.cl
# ggml/src/ggml-sycl/element_wise.cpp
# ggml/src/ggml-sycl/element_wise.hpp
# ggml/src/ggml-sycl/ggml-sycl.cpp
# scripts/sync-ggml-am.sh
# scripts/sync-ggml.last
# scripts/sync-ggml.sh
# tests/test-backend-ops.cpp
# tests/test-c.c
2025-07-05 12:16:28 +08:00
28657a8229
ggml : implement GEGLU_ERF and GEGLU_QUICK ops ( #14445 )
2025-07-03 23:07:22 +02:00
fb13e3e51b
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# src/llama-context.cpp
# tests/test-backend-ops.cpp
2025-06-22 23:26:15 +08:00
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
b925bbfc6d
add simple api example
2025-06-19 23:05:28 +08:00
5f0a7a84ae
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# ggml/CMakeLists.txt
# ggml/src/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml-vulkan/CMakeLists.txt
# scripts/sync-ggml.last
2025-06-18 21:22:51 +08:00
413977de32
mtmd : refactor llava-uhd preprocessing logic ( #14247 )
...
* mtmd : refactor llava-uhd preprocessing logic
* fix editorconfig
2025-06-18 10:43:57 +02:00
0c108f6054
Merge commit '34b7c0439ed0f98575cc4689dfecd98991dee8be' into concedo_experimental
...
# Conflicts:
# ggml/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml-sycl/element_wise.cpp
# ggml/src/ggml-sycl/element_wise.hpp
# ggml/src/ggml-sycl/ggml-sycl.cpp
# scripts/sync-ggml.last
# src/CMakeLists.txt
# tools/mtmd/clip.cpp
2025-05-31 12:27:45 +08:00
10961339b2
mtmd : move helpers to dedicated library ( ⚠️ breaking change) ( #13866 )
...
* mtmd : move helpers to dedicated library
* fix server build
* rm leftover cmakelist code
2025-05-28 22:35:22 +02:00
868cb6aff7
Merge commit 'e121edc4324a640be11b7e567edd39b721b0f8e4' into concedo_experimental
...
# Conflicts:
# .github/workflows/release.yml
# common/CMakeLists.txt
# docs/function-calling.md
# ggml/src/ggml-sycl/binbcast.cpp
# models/templates/README.md
# scripts/tool_bench.py
# src/llama-kv-cache.cpp
# tests/CMakeLists.txt
# tests/test-chat.cpp
# tools/mtmd/clip.h
# tools/rpc/rpc-server.cpp
# tools/server/README.md
2025-05-28 00:20:45 +08:00
bc583e3c63
mtmd : support Qwen 2.5 Omni (input audio+vision, no audio output) ( #13784 )
...
* mtmd : allow multiple modalities at the same time
* refactor mtmd tokenizer
* fix compile
* ok, missing SinusoidsPositionEmbedding
* first working version
* fix style
* more strict validate of n_embd
* refactor if..else to switch
* fix regression
* add test for 3B
* update docs
* fix tokenizing with add_special
* add more tests
* fix test case "huge"
* rm redundant code
* set_position_mrope_1d rm n_tokens
2025-05-27 14:06:10 +02:00
89a3742ded
skip unquantizable clip layers
2025-05-26 16:02:49 +08:00
40aaa8a403
mtmd : add support for Qwen2-Audio and SeaLLM-Audio ( #13760 )
...
* mtmd : add Qwen2-Audio support
* small clean up
* update discussion link
* clarify mtmd_get_output_embd
* clarification in multimodal.md
* fix ultravox bug
* ggml_cont
2025-05-25 14:06:32 +02:00
55cc9acec5
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/release.yml
# README.md
# ggml/src/ggml-cann/aclnn_ops.cpp
# ggml/src/ggml-cann/ggml-cann.cpp
# tools/mtmd/CMakeLists.txt
# tools/mtmd/clip.cpp
# tools/mtmd/clip.h
2025-05-24 12:10:36 +08:00
797990c4bc
mtmd : add ultravox audio input ( #13623 )
...
* convert ok, load ok
* warmup ok
* test
* still does not work?
* fix padding
* temporary give up
* fix merge conflict
* build_ultravox()
* rm test
* fix merge conflict
* add necessary mtmd APIs
* first working version (only 4s of audio)
* will this monster compile?
* fix compile
* please compile
* fPIC
* fix windows
* various fixes
* clean up audio_helpers
* fix conversion
* add some debug stuff
* long audio input ok
* adapt the api
* add --audio arg
* final touch UX
* add miniaudio to readme
* fix typo
* refactor kv metadata
* mtmd_default_marker()
2025-05-22 20:42:48 +02:00
d04b4eeb04
merge not working
2025-05-21 18:06:41 +08:00
92ecdcc06a
mtmd : add vision support for llama 4 ( #13282 )
...
* wip llama 4 conversion
* rm redundant __init__
* fix conversion
* fix conversion
* test impl
* try this
* reshape patch_embeddings_0
* fix view
* rm ffn_post_norm
* cgraph ok
* f32 for pos embd
* add image marker tokens
* Llama4UnfoldConvolution
* correct pixel shuffle
* fix merge conflicts
* correct
* add debug_graph
* logits matched, but it still preceives the image incorrectly
* fix style
* add image_grid_pinpoints
* handle llama 4 preprocessing
* rm load_image_size
* rm unused line
* fix
* small fix 2
* add test & docs
* fix llava-1.6 test
* test: add notion of huge models
* add comment
* add warn about degraded quality
2025-05-19 13:04:14 +02:00
6cafc0e73e
Merge commit '71bdbdb58757d508557e6d8b387f666cdfb25c5e' into concedo_experimental
...
# Conflicts:
# ggml/src/ggml-cpu/CMakeLists.txt
# tools/batched-bench/batched-bench.cpp
# tools/mtmd/clip.h
2025-05-16 15:25:15 +08:00
7a76e237b8
fixed clip quantize again
2025-05-15 23:22:12 +08:00
71bdbdb587
clip : clip.h become private API ( ⚠️ breaking change) ( #13510 )
2025-05-13 17:07:21 +02:00
b4726345ac
mtmd : remove libllava, remove clip-quantize-cli ( ⚠️ breaking change) ( #13460 )
...
* mtmd : remove libllava, remove clip-quantize-cli
* rm clip_model_quantize
2025-05-13 15:33:58 +02:00
21e31e255b
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# .github/workflows/docker.yml
# README.md
# build-xcframework.sh
# common/CMakeLists.txt
# examples/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml-cuda/CMakeLists.txt
# ggml/src/ggml-metal/ggml-metal.m
# ggml/src/ggml-metal/ggml-metal.metal
# ggml/src/ggml-sycl/CMakeLists.txt
# ggml/src/ggml-sycl/backend.hpp
# ggml/src/ggml-sycl/common.hpp
# ggml/src/ggml-sycl/ggml-sycl.cpp
# ggml/src/ggml-sycl/mmvq.cpp
# ggml/src/ggml-sycl/vecdotq.hpp
# scripts/compare-llama-bench.py
# src/CMakeLists.txt
# src/llama-model.cpp
# src/llama.cpp
# tests/test-backend-ops.cpp
# tests/test-opt.cpp
# tools/llama-bench/README.md
# tools/llama-bench/llama-bench.cpp
# tools/mtmd/CMakeLists.txt
# tools/mtmd/README.md
# tools/mtmd/clip.cpp
# tools/rpc/rpc-server.cpp
# tools/server/CMakeLists.txt
# tools/server/README.md
2025-05-13 00:28:35 +08:00
de4c07f937
clip : cap max image size 1024 for qwen vl model ( #13478 )
2025-05-12 15:06:51 +02:00
c104023994
mtmd : Use RMS norm for InternVL 3 38B and 78B mmproj ( #13459 )
2025-05-12 00:39:06 +02:00
7f323a589f
Add --no-op-offload to improve -ot pp perf in MoE models like llama4 400B ( #13386 )
2025-05-11 14:18:39 +02:00
3eac209319
mtmd : support InternVL 3 38B and 78B mmproj ( #13443 )
...
* Support InternVL 3 38B and 78B mmproj
* Swap norms in clip.cpp
* Group variables together
2025-05-11 11:35:52 +02:00
f841b29c41
fixed unicode paths
2025-05-11 14:05:54 +08:00
15e6125a39
mtmd : add hard limit on image resolution for qwen2vl / qwen2.5vl ( #13434 )
...
* mtmd : add hard limit on image resolution for qwen2vl / qwen2.5vl
* fix typo
2025-05-10 19:57:54 +02:00
053367d149
mtmd : support InternVL 2.5 and 3 ( #13422 )
...
* convert : internvl support
* InternVL3-1B working
* fix regression
* rm mobilevlm from test
* fix conversion
* add test for internvl
* add to list of pre-quant
* restore boi/eoi check
* add clarify comment for norm eps
2025-05-10 16:26:42 +02:00
27ebfcacba
llama : do not crash if there is no CPU backend ( #13395 )
...
* llama : do not crash if there is no CPU backend
* add checks to examples
2025-05-09 13:02:07 +02:00
2439014a03
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# examples/embedding/embedding.cpp
# tools/imatrix/imatrix.cpp
# tools/perplexity/perplexity.cpp
2025-05-08 23:41:02 +08:00
0ccc121354
mtmd : fix the calculation of n_tokens for smolvlm ( #13381 )
...
Co-authored-by: Taichi Nishimura <Taichi.A.Nishimura@sony.com >
2025-05-08 15:03:53 +02:00
38b3bffcef
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# CMakePresets.json
# ggml/src/ggml-cuda/CMakeLists.txt
# tests/test-sampling.cpp
# tools/mtmd/clip.cpp
2025-05-07 19:47:44 +08:00
32916a4907
clip : refactor graph builder ( #13321 )
...
* mtmd : refactor graph builder
* fix qwen2vl
* clean up siglip cgraph
* pixtral migrated
* move minicpmv to a dedicated build function
* move max_feature_layer to build_llava
* use build_attn for minicpm resampler
* fix windows build
* add comment for batch_size
* also support tinygemma3 test model
* qwen2vl does not use RMS norm
* fix qwen2vl norm (2)
2025-05-06 22:40:24 +02:00
0fa435b2a6
Merge commit '9b61acf06041dcbaff6afa5f28940e93297f8520' into concedo_experimental
...
# Conflicts:
# Makefile
# docs/multimodal/MobileVLM.md
# docs/multimodal/glmedge.md
# docs/multimodal/llava.md
# docs/multimodal/minicpmo2.6.md
# docs/multimodal/minicpmv2.5.md
# docs/multimodal/minicpmv2.6.md
# requirements/requirements-all.txt
# tools/mtmd/CMakeLists.txt
# tools/mtmd/README.md
# tools/mtmd/android/adb_run.sh
# tools/mtmd/android/build_64.sh
# tools/mtmd/clip-quantize-cli.cpp
2025-05-06 23:34:21 +08:00
9b61acf060
mtmd : rename llava directory to mtmd ( #13311 )
...
* mv llava to mtmd
* change ref everywhere
2025-05-05 16:02:55 +02:00
Concedo
tc-mb
Xuan-Son Nguyen
kiwi
stduhpf
Sigbjørn Skjæret
yuiseki
City
David Huang
Diego Devesa
welix