c4e9239064
model : support MiniCPM-V 4.5 ( #15575 )
2025-08-26 10:05:55 +02:00
ad5c975c2d
ggml-cpu: Support Q5_0 and Q5_1 on s390x ( #15486 )
...
* ggml-cpu: initial q5_0 impl for s390x
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: updated q5_0 code for better performance
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: use optimised hsum for better performance
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: introduce q5_1 simd + refactor q5_0
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: fix incorrect return type vec_hsum
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: q5_0 incomplete refactor + table_b2b_0 activation
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: refactor q5_1
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: q5_1 update loop unroll to 4
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: update q5_0 unroll to 4
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: update build-s390x docs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-cpu: update unused variables q5_0
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: update the last update date
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
---------
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
2025-08-22 16:11:04 +08:00
7a6e91ad26
CUDA: replace GGML_CUDA_F16 with CUDA arch checks ( #15433 )
2025-08-20 16:58:49 +02:00
ff27f80a74
ggml: initial IBM zDNN backend ( #14975 )
...
* ggml-zdnn: inital backend impl
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: temp change z17 to arch15
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: fix build bugs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: tensor->extra logging check
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: add layout name mapping, ztensor information
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: separate logging into its own line
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: add shape comparison
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: add ggml_tensor shape log
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
ggml-zdnn: fix incorrect shape logging
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add output buffer check
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: run compute and store into tensor->extra
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add set_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add more loggers
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: update set_tensor logging to check only for matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: last working matmul version
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add comments to prevent accidentally deleting lines
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: support op out_prod
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: update op out_prod to use tensor->extra
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: rewrite the backend implementation
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: bugfix new impl
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix compiler warnings and bugfixes
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: test ztensor finding in init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: implement at least 1 op to test
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: assign tensor->extra to buffer
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add check for view tensors to prevent init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: rework init_tensor to create new buffers
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: switch to std vector instead of array
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: switch buffers back and set to arbitrary number
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: impl init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: update supports_op matmul matrix
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix incorrect ztensor shape, reduce memory padding
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: code clean up
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: impl matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix compiler error missing type
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing data transform call
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add bias init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: tighten memory usage, change string allocation
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add bias ztensor and data free
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add bias data transform
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add more debug info for extra buffer transform
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add logger to check if mat mul ops go through set_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: activate bias transform in matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: move weights transform into mulmat
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add more safeguards in matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix sequencing of transforms
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: bugfix transform ztensor vs origtensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: figure out why sigtrap is happening
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix sigsegv
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: move everything back to local declaration
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: move bias data to local also
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: bring back working matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: rewrite into mre
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing vector import
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing vector import in header
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt to fix sigsegv
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing load tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix invalid ztensor buffer release
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add logging to debug free buffer
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: remove free_buffer debug info
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add parmblkformat detections
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add nnpa installed detection
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add zdnn_init call for static libs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt at fixing invalid buffer
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: switch to using deque to fix pointer deref problem
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add weights logging to check
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt to use unique ptr
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add tensor to pre_tfm_desc logging
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add inputs logging
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: disable op_none initialisation for testing
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix missing return from init_tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: load ztensors in cgraph exec
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: work on moving output ztensor as well
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: disable logging and breakpoints for full test
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt at manually changing the layout
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt at using default nwhc format instead
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: disable global load ztensor for now
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix errorenous output load tensor
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: add guards to prevent loading ztensor if transformed
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: code cleanup
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: bring load ztensor back to init routine
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: code clean up
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix ztensor deallocation abort
stabilise ggml <-> zdnn api
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: clean up matmul selection
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: clean up project structure
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: update documentation, prepare for upstream
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* chore: add codeowners
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: disable batched matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: attempt at fixing tensor views during matmul
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: deny all view tensors directly
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix pr comments
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: update ops docs for zdnn
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: redo test-backend-ops for ops.md
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* ggml-zdnn: fix typo in build-s390x.md
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* codeowners: remove taronaeo for now
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* Revert "codeowners: remove taronaeo for now"
This reverts commit 411ea4ed78
2025-08-15 21:11:22 +08:00
cf9e5648a7
mtmd : Fix MinicpmV model converter and clip to avoid using hardcode. ( #14750 )
...
* Fix MinicpmV model converter and clip to avoid using hardcode.
* Code update for pr/14750
* Remove unused field, update script path in docs.
* Add version 5 for fallback code.
---------
Co-authored-by: lzhang <zhanglei@modelbest.cn>
2025-08-11 16:12:12 +02:00
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
11490b3672
CANN: Improve loading efficiency after converting weights to NZ format. ( #14985 )
...
* CANN: Improve loading efficiency after converting weights to NZ format.
* CANN: fix typo
2025-07-31 19:47:20 +08:00
61550f8231
CANN: update ops docs ( #14935 )
...
* CANN:add ops docs
* CANN: update ops docs
2025-07-30 08:39:24 +08:00
8ad7b3e65b
opencl : add ops docs ( #14910 )
2025-07-28 18:50:17 +02:00
00fa15fedc
mtmd : add support for Voxtral ( #14862 )
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* 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
a5771c9eea
ops : update BLAS ( #14914 )
2025-07-28 10:01:03 +02:00
c35f9eaf09
ops : update Metal ( #14912 )
2025-07-28 08:22:56 +03:00
bf78f5439e
vulkan: add ops docs ( #14900 )
2025-07-27 15:33:08 +02:00
bbfc849274
SYCL: add ops doc ( #14901 )
2025-07-27 17:52:58 +05:30
446595b9b3
Docs: add instructions for adding backends ( #14889 )
2025-07-27 09:36:43 +08:00
c7f3169cd5
ggml-cpu : disable GGML_NNPA by default due to instability ( #14880 )
...
* docs: update s390x document for sentencepiece
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
(cherry picked from commit e086c5e3a78410b085eafixes #14877
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
(cherry picked from commit 412f4c7c88c1eeae1d0c
2025-07-25 19:09:03 +02:00
e7fecba934
docs : update HOWTO‑add‑model.md for ModelBase and new model classes ( #14874 )
...
This patch updates the example in docs/development/HOWTO-add-model.md to
reflect recent changes after `TextModel` and `MmprojModel` were introduced.
It replaces the outdated `Model` base class with `TextModel` or `MmprojModel`
and updates the registration example accordingly.
Signed-off-by: Wook Song <wook16.song@samsung.com>
2025-07-25 16:25:05 +02:00
3f4fc97f1d
musa: upgrade musa sdk to rc4.2.0 ( #14498 )
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* musa: apply mublas API changes
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* musa: update musa version to 4.2.0
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* musa: restore MUSA graph settings in CMakeLists.txt
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* musa: disable mudnnMemcpyAsync by default
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* musa: switch back to non-mudnn images
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* minor changes
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* musa: restore rc in docker image tag
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
---------
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2025-07-24 20:05:37 +01:00
39cffdf188
docs: add libcurl-dev install hint for Linux distros ( #14801 )
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* docs: add libcurl-dev install hint for Linux distros
Signed-off-by: PouyaGhahramanian <PooyaGhahramanian@gmail.com>
* Update docs/build.md
---------
Signed-off-by: PouyaGhahramanian <PooyaGhahramanian@gmail.com>
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
2025-07-24 11:26:44 +02:00
b526ad2668
Documentation: Further revisions to the Vulkan section in build.md ( #14785 )
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* Documentation: Revised and further improved the Vulkan instructions for Linux users in build.md.
* Minor: Revise step 2 of the Vulkan instructions for Linux users in build.md
2025-07-20 18:55:32 +02:00
f0d4d176df
Documentation: Update build.md's Vulkan section ( #14736 )
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* Documentation: Rewrote and updated the "Without docker" portion of the Vulkan backend build documentation.
* Documentation: Reorganize build.md's Vulkan section.
2025-07-19 12:18:36 +02:00
21c021745d
ggml: Add initial WebGPU backend ( #14521 )
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* Minimal setup of webgpu backend with dawn. Just prints out the adapter and segfaults
* Initialize webgpu device
* Making progress on setting up the backend
* Finish more boilerplate/utility functions
* Organize file and work on alloc buffer
* Add webgpu_context to prepare for actually running some shaders
* Work on memset and add shader loading
* Work on memset polyfill
* Implement set_tensor as webgpu WriteBuffer, remove host_buffer stubs since webgpu doesn't support it
* Implement get_tensor and buffer_clear
* Finish rest of setup
* Start work on compute graph
* Basic mat mul working
* Work on emscripten build
* Basic WebGPU backend instructions
* Use EMSCRIPTEN flag
* Work on passing ci, implement 4d tensor multiplication
* Pass thread safety test
* Implement permuting for mul_mat and cpy
* minor cleanups
* Address feedback
* Remove division by type size in cpy op
* Fix formatting and add github action workflows for vulkan and metal (m-series) webgpu backends
* Fix name
* Fix macos dawn prefix path
2025-07-16 18:18:51 +03:00
11ee0fea2a
Docs: script to auto-generate ggml operations docs ( #14598 )
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* Docs: script to auto-generate ggml operations docs
* Review: formatting changes + change github action
* Use built-in types instead of typing
* docs : add BLAS and Metal ops
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-07-10 23:29:01 +08:00
08382869a2
model : add SmolLM3 ( #14581 )
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* Init - first pass.
* Model -> ModelBase.
* fix errors in conversion.
* Update the graph.
* up.
* up.
* wip
* cgraph ok
* rm redundant code
---------
Co-authored-by: Vaibhavs10 <vaibhavs10@gmail.com>
2025-07-08 18:07:01 +02:00
1b2aaf28ac
Add Vulkan images to docker.md ( #14472 )
...
Right now it's not easy to find those.
2025-07-01 15:44:11 +02:00
bf5bcd0b85
docs: update s390x documentation + add faq ( #14389 )
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* 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
60ef23d6c1
ggml-cpu: enable IBM NNPA Vector Intrinsics ( #14317 )
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* ggml-cpu: add nnpa compile flag
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
(cherry picked from commit 4a9f60c2018d4a7987f90ff0d651622f58bbcbb801b929491b157f856c34157f856c3418d79e1a30fbb733451fbd288e8fa5https://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 32a35335649e40d984adhttps://github.com/ggml-org/llama.cpp/pull/14317#discussion_r2164775006
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
(cherry picked from commit 9e40d984adf71b21d2f72dce119178
2025-06-25 23:49:04 +02:00
2bf9d539dd
sycl: GGML_SYCL_DISABLE_OPT on by default for all Intel Devices ( #13973 )
2025-06-25 18:09:55 +02:00
d860dd99a4
docs : fix the link to llama.h ( #14293 )
2025-06-20 19:43:35 +02:00
8d94713654
docs: add s390x build documentation ( #14264 )
...
* docs: add s390x-specific build docs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: add s390x model conversion steps
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: s390x build indent
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: update hyperlinks for s390x docs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: update llama.h docs
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: s390x add accelerator and perf optimizations
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: s390x indent blocks
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: revert block indentation
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: add support information for s390x
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: s390x reword
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: remove indentation for accelerator section s390x
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: remove redundant words s390x
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: reword for s390x
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: s390x reword simd
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
* docs: fix trailing whitespace for s390x
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
---------
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
2025-06-18 18:10:26 +01:00
00ba772610
docs : remove WIP since PR has been merged ( #13912 )
2025-06-15 08:06:37 +02:00
26ff3685bf
docs : Update multimodal.md ( #14122 )
...
* Update multimodal.md
* Update multimodal.md
2025-06-13 15:17:53 +02:00
e21d2d4ae2
CANN: Simplify the environment variable setting( #13104 )
...
* Simplify the environment variable setting to specify the memory pool type.
* Adjust the GGML_CANN_ASYNC_MODE setting to accept yes, enable, 1, or on (case-insensitive) as valid options.
* update
* fix CI
* update
* delete whitespace
* fix according to review
* update CANN.md
* update CANN.md
2025-06-09 19:47:39 +08:00
ea1431b0fa
docs : add "Quick start" section for new users ( #13862 )
...
* docs : add "Quick start" section for non-technical users
* rm flox
* Update README.md
2025-06-03 13:09:36 +02:00
b3a89c3d9e
docs : Note about necessity of having libcurl installed for standard build. ( #13945 )
...
Signed-off-by: Jiri Podivin <jpodivin@gmail.com>
2025-05-31 18:58:35 +02:00
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
72b090da2c
docs: remove link for llama-cli function calling ( #13810 )
2025-05-27 08:52:40 -03:00
2d38b6e400
CANN: Add the basic supports of Flash Attention kernel ( #13627 )
...
* cann: add the basic FA support
* cann: update the readme
* cann: update the FlashAttention with PSEShift
* cann: update the input parameters in FA
* cann: update the alibi with max_bias
* cann: add the constrints of softcap
* cann: update the docs CANN.md
* cann: update the docs CANN.md
* cann: fix typo of CANN.md
* cann: add some comments and update the CANN.md
* cann: update the CANN.md
* cann: update the inner precise for fusedInferAttention
* cann: update the constraints of flash_attn_ext on ggml-cann.cpp
* cann: clean the whitespace
* cann: clean the whitespace
* cann: add a new endline
2025-05-26 10:20:18 +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
a08c1d2845
docs : add Moondream2 pre-quantized link ( #13745 )
...
* Multimodal: Added Moondream2 model and fixed ggml.org link
* Apply suggestions from code review
---------
Co-authored-by: name <none@none.com>
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
2025-05-25 14:04:49 +02:00
f5cd27b71d
`server`: streaming of tool calls and thoughts when `--jinja` is on ( #12379 )
...
* add common_json w/ support for truncated json healing
* add common_chat_msg_diff
* partial common_chat_parse
* refactor parser w/ optionals
* server: wire chat diffs in stream mode
* fix trigger of thinking models (must happen after thoughts are closed)
* fix functionary v3.2 raw python!
* rename: common_chat_syntax (now contains format)
* rm common_regex.at_start
* don't return empty <think></think>
* accommodate yet another deepseek r1 distill fantasy syntax (`<｜tool▁calls｜>`)
* fix QwQ 32B tool call parsing after thoughts (hermes2)
* better logs for grammar triggers
* consume spaces after parse_json_tool_calls
* fix required tool calls w/ thinking models that have pre-opened thinking tags
* fix thinking model's initial trigger + test qwq's template
* run most test_tool_call tests in stream + non-stream modes
* make functionary v3.2 parsing more strict (differentiate first match from others)
* send final diff from server, to close off raw python arguments
* support partial content streaming in Generic mode
* tool-call: allow content prelude before hermes2 tool calls (for Qwen2.5)
* Update function-calling.md
* Update tool_bench.py
* chat-parser: remove input from exception (llm output may contain PII)
---------
Co-authored-by: ochafik <ochafik@google.com>
Co-authored-by: Olivier Chafik <ochafik@users.noreply.github.com>
2025-05-25 01:48:08 +01:00
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
33983057d0
musa: Upgrade MUSA SDK version to rc4.0.1 and use mudnn::Unary::IDENTITY op to accelerate D2D memory copy ( #13647 )
...
* musa: fix build warning (unused parameter)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* musa: upgrade MUSA SDK version to rc4.0.1
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* musa: use mudnn::Unary::IDENTITY op to accelerate D2D memory copy
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* Update ggml/src/ggml-cuda/cpy.cu
Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
* musa: remove MUDNN_CHECK_GEN and use CUDA_CHECK_GEN instead in MUDNN_CHECK
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>
2025-05-21 09:58:49 +08:00
f0adb80bf7
CANN: Update CANN model support ( #13162 )
...
* Update CANN model support status
* Update of model support
* update
* update
* update
* fix format of CANN.md
* fix format of CANN.md
* fix format of CANN.md
2025-05-20 11:43:43 +08:00
725f23f1f3
sycl : backend documentation review ( #13544 )
...
* sycl: reviewing and updating docs
* Updates Runtime error codes
* Improves OOM troubleshooting entry
* Added a llama 3 sample
* Updated supported models
* Updated releases table
2025-05-19 14:38:20 +01:00
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
9c404ed54c
sycl: use oneDNN for matrices multiplication ( #12972 )
2025-05-15 16:53:41 +02:00
21ca987fba
docs: Update link to ggml-org in multimodal.md ( #13513 )
...
* Update multimodal.md
Minor change to include the huggingface link
* Update docs/multimodal.md
---------
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
2025-05-14 09:59:12 +02:00
62d4250e52
docs : Fix typo in InternVL3 model name ( #13440 )
2025-05-10 22:26:46 +02:00
3b24d26c22
server : update docs ( #13432 )
2025-05-10 18:44:49 +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
33eff40240
server : vision support via libmtmd ( #12898 )
...
* server : (experimental) vision support via libmtmd
* mtmd : add more api around mtmd_image_tokens
* mtmd : add more api around mtmd_image_tokens
* mtmd : ability to calc image hash
* shared_ptr for mtmd_image_tokens
* move hash to user-define ID (fixed)
* abstract out the batch management
* small fix
* refactor logic adding tokens to batch
* implement hashing image
* use FNV hash, now hash bitmap instead of file data
* allow decoding image embedding to be split into batches
* rm whitespace
* disable some features when mtmd is on
* fix --no-mmproj-offload
* mtmd_context_params no timings
* refactor server_inp to server_tokens
* fix the failing test case
* init
* wip
* working version
* add mtmd::bitmaps
* add test target
* rm redundant define
* test: mtmd_input_chunks_free
* rm outdated comment
* fix merging issue
* explicitly create mtmd::input_chunks
* mtmd_input_chunk_copy
* add clone()
* improve server_input struct
* clip : fix confused naming ffn_up and ffn_down
* rm ffn_i/o/g naming
* rename n_embd, n_ff
* small fix
* no check n_ff
* fix detokenize
* add const to various places
* add warning about breaking changes
* add c api
* helper: use mtmd_image_tokens_get_n_pos
* fix ctx_shift
* fix name shadowing
* more strict condition
* support remote image_url
* remote image_url log
* add CI test
* do not log base64
* add "has_multimodal" to /props
* remove dangling image
* speculative: use slot.cache_tokens.insert
* Apply suggestions from code review
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* rm can_be_detokenized
* on prmpt processing done, assert cache_tokens.size
* handle_completions_impl returns void
* adapt the new web ui
* update docs and hot topics
* rm assert
* small fix (2)
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-05-09 19:29:37 +02:00
9b61acf060
mtmd : rename llava directory to mtmd ( #13311 )
...
* mv llava to mtmd
* change ref everywhere
2025-05-05 16:02:55 +02:00
1d36b3670b
llama : move end-user examples to tools directory ( #13249 )
...
* llama : move end-user examples to tools directory
---------
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-05-02 20:27:13 +02:00
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
243453533e
llava : update documentations ( #13055 )
...
* llava : update documentations
* fix typo
2025-04-22 10:37:00 +02:00
84778e9770
CUDA/HIP: Share the same unified memory allocation logic. ( #12934 )
...
Replace compile-time `GGML_HIP_UMA` with environment variable `GGML_CUDA_ENABLE_UNIFIED_MEMORY`. This unifies the usage on NVIDIA and AMD GPUs, and allows a single binary to be shared between integrated and dedicated GPUs.
2025-04-15 11:20:38 +02:00
8ed71242f4
sycl: update documentation to use -no-cnv ( #12845 )
2025-04-09 11:22:04 +02:00
94148ba330
sycl: allow ggml-sycl configuration and compilation using Visual Studio project/solution ( #12625 )
2025-04-04 16:00:46 +02:00
7d7b1bafa7
opencl: update doc for OpenCL ( #12702 )
...
* opencl: add OpenCL to build.md
* opencl: remove fixed issue/TODO
* opencl: add link to OPENCL.md
* opencl: update doc - refine tools requirement for Windows 11 arm64
2025-04-03 22:18:17 -07:00
2004644b7a
ci : add env variable in ggml-ci and document the same in SYCL.md ( #12736 )
2025-04-03 15:12:39 +03:00
8293970542
SYCL: Rename oneMKL to oneMath ( #12192 )
...
* Rename oneMKL Interface to oneMath
* Use oneMath for Intel vendor
* Rename occurences to mkl
* clang-format
* Silence verbose warnings
* Set oneMath HIP_TARGETS
* Fix silence warnings
* Remove step to build oneMath from build instructions
* Use fixed oneMath version
* Remove INTEL_CPU
* Fold CMake oneDNN conditions
* Use Intel oneMKL for Intel devices
* Improve CMake message
* Link against MKL::MKL_SYCL::BLAS only
* Move oneMath documentation to Nvidia and AMD sections
2025-04-01 16:24:29 +08:00
bd40678df7
HIP: Add support for RDNA4 targets ( #12372 )
2025-03-26 23:46:30 +01:00
fd7855f8f5
doc: [MUSA] minor changes ( #12583 )
...
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2025-03-26 09:09:48 +02:00
36ee06dd2d
docs : add build instructions for KleidiAI ( #12563 )
...
Signed-off-by: Dan Johansson <dan.johansson@arm.com>
2025-03-25 11:35:20 +02:00
3361e2deba
docs: update: improve the Fedoa CUDA guide ( #12536 )
...
* docs: update fedora-cuda guide
- Rename and place into Backend Folder.
- Update Host-Supplied Packages.
- Expand Recommended Users Section.
* docs: improve the flow of CUDA-FEDORA.md
2025-03-24 11:02:26 +00:00
18b663d8e4
install : add macports ( #12518 )
...
MacPorts section added
2025-03-23 10:21:48 +02:00
9ffcc9e374
sycl: cleanup oneDNN related code ( #12097 )
2025-03-21 10:15:56 +08:00
35cae5ba05
SYCL: using graphs is configurable by environment variable and compile option ( #12371 )
...
* alberto changes
* enable sycl graphs by env variable
* fixed compilation warnings in ggml-sycl.cpp
* renamed graph variables
* fix markdown in docs/backend/SYCL.md
Co-authored-by: Romain Biessy <romain.biessy@codeplay.com>
* fix markdown in docs/backend/SYCL.md again
* compiling graphs by default, renamed graph_enable to graph_disable
---------
Co-authored-by: Romain Biessy <romain.biessy@codeplay.com>
2025-03-18 11:16:31 +01:00
251364549f
musa: support new arch mp_31 and update doc ( #12296 )
...
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2025-03-10 18:18:25 +01:00
3ffbbd5ce1
HIP: rocWMMA documentation and enabling in workflow builds ( #12179 )
...
* Enable rocWMMA for Windows CI build
* Enable for Ubuntu
* GGML_HIP_ROCWMMA_FATTN documentation work
2025-03-06 14:14:11 +01:00
42994048a3
update function-calling.md w/ template override for functionary-small-v3.2 ( #12214 )
2025-03-06 09:03:31 +00:00
d7cfe1ffe0
docs: add docs/function-calling.md to lighten server/README.md's plight ( #12069 )
2025-02-25 18:52:56 +00:00
08d5986290
[SYCL] Optimize mul_mat for Q4_0 on Intel GPU ( #12035 )
...
* opt performance by reorder for Intel GPU
* detect hw type and save opt feature, and print opt feature
* correct name
* support optimize graph once when compute graph, record the opt status in tensor->extra, make CI passed
* add env variable GGML_SYCL_DISABLE_OPT for debug
* use syclex::architecture replace the custom hw define, update the guide for GGML_SYCL_DISABLE_OPT
* add performance data
* mv getrows functions to separeted files
* fix global variables
---------
Co-authored-by: arthw <14088817+arthw@users.noreply.github.com>
2025-02-24 22:33:23 +08:00
0b3863ff95
MUSA: support ARM64 and enable dp4a .etc ( #11843 )
...
* MUSA: support ARM64 and enable __dp4a .etc
* fix cross entropy loss op for musa
* update
* add cc info log for musa
* add comment for the MUSA .cc calculation block
---------
Co-authored-by: Bodhi Hu <huaishun.hu@mthreads.com>
2025-02-21 09:46:23 +02:00
68ff663a04
repo : update links to new url ( #11886 )
...
* repo : update links to new url
ggml-ci
* cont : more urls
ggml-ci
2025-02-15 16:40:57 +02:00
89daa2564f
llguidance build fixes for Windows ( #11664 )
...
* setup windows linking for llguidance; thanks @phil-scott-78
* add build instructions for windows and update script link
* change VS Community link from DE to EN
* whitespace fix
2025-02-14 12:46:08 -08:00
dbc2ec59b5
docker : drop to CUDA 12.4 ( #11869 )
...
* docker : drop to CUDA 12.4
* docker : update readme [no ci]
2025-02-14 14:48:40 +02:00
bd6e55bfd3
musa: bump MUSA SDK version to rc3.1.1 ( #11822 )
...
* musa: Update MUSA SDK version to rc3.1.1
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* musa: Remove workaround in PR #10042
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
---------
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2025-02-13 13:28:18 +01:00
4078c77f98
docs: add OpenCL ( #11697 )
2025-02-11 15:04:13 -07:00
9ab42dc722
docs: update fedora cuda guide for 12.8 release ( #11393 )
...
* docs: update fedora cuda guide for 12.8 release
* docs: build cuda update
2025-02-06 12:16:15 +00:00
ff227703d6
sampling : support for llguidance grammars ( #10224 )
...
* initial porting of previous LLG patch
* update for new APIs
* build: integrate llguidance as an external project
* use '%llguidance' as marker to enable llg lark syntax
* add some docs
* clarify docs
* code style fixes
* remove llguidance.h from .gitignore
* fix tests when llg is enabled
* pass vocab not model to llama_sampler_init_llg()
* copy test-grammar-integration.cpp to test-llguidance.cpp
* clang fmt
* fix ref-count bug
* build and run test
* gbnf -> lark syntax
* conditionally include llguidance test based on LLAMA_LLGUIDANCE flag
* rename llguidance test file to test-grammar-llguidance.cpp
* add gh action for llg test
* align tests with LLG grammar syntax and JSON Schema spec
* llama_tokenizer() in fact requires valid utf8
* update llg
* format file
* add $LLGUIDANCE_LOG_LEVEL support
* fix whitespace
* fix warning
* include <cmath> for INFINITY
* add final newline
* fail llama_sampler_init_llg() at runtime
* Link gbnf_to_lark.py script; fix links; refer to llg docs for lexemes
* simplify #includes
* improve doc string for LLAMA_LLGUIDANCE
* typo in merge
* bump llguidance to 0.6.12
2025-02-02 09:55:32 +02:00
a07c2c8a52
docs : Update readme to build targets for local docker build ( #11368 )
2025-01-24 14:30:13 +01:00
1204f97270
doc: add cuda guide for fedora ( #11135 )
...
Since NVIDIA does not release CUDA for in-maintenance versions of Fedora, the process of setting up the CUDA toolkit on Fedora has become quite involved. This guide should help mere mortals install CUDA for development in a Fedora 39 toolbox environment, without affecting the host system.
2025-01-09 11:32:06 +00:00
f8feb4b01a
model: Add support for PhiMoE arch ( #11003 )
...
* model: support phimoe
* python linter
* doc: minor
Co-authored-by: ThiloteE <73715071+ThiloteE@users.noreply.github.com>
* doc: minor
Co-authored-by: ThiloteE <73715071+ThiloteE@users.noreply.github.com>
* doc: add phimoe as supported model
ggml-ci
---------
Co-authored-by: ThiloteE <73715071+ThiloteE@users.noreply.github.com>
2025-01-09 11:21:41 +01:00
c37fb4cf62
Changes to CMakePresets.json to add ninja clang target on windows ( #10668 )
...
* Update cmakepreset.json to use clang with ninja by default
* Update cmakepreset.json to add clang and ninja based configs
* Updates to build.md file
* Make updates to rename preset targets
* Update with .cmake file
* Remove additional whitespaces
* Add .cmake file for x64-windows-llvm
* Update docs/build.md
* Update docs/build.md
---------
Co-authored-by: Max Krasnyansky <max.krasnyansky@gmail.com>
2024-12-09 09:40:19 -08:00
19d8762ab6
ggml : refactor online repacking ( #10446 )
...
* rename ggml-cpu-aarch64.c to .cpp
* reformat extra cpu backend.
- clean Q4_0_N_M and IQ4_0_N_M
- remove from "file" tensor type
- allow only with dynamic repack
- extract cpu extra bufts and convert to C++
- hbm
- "aarch64"
- more generic use of extra buffer
- generalise extra_supports_op
- new API for "cpu-accel":
- amx
- aarch64
* clang-format
* Clean Q4_0_N_M ref
Enable restrict on C++
* add op GGML_OP_MUL_MAT_ID for Q4_0_N_M with runtime repack
* added/corrected control on tensor size for Q4 repacking.
* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* add debug logs on repacks.
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-07 14:37:50 +02:00
da6aac91f1
Add docs for creating a static build ( #10268 ) ( #10630 )
...
* Add notes for a static build
* Update docs/build.md
---------
Co-authored-by: Diego Devesa <slarengh@gmail.com>
2024-12-04 01:40:36 +01:00
82bca2257b
readme : add option, update default value, fix formatting ( #10271 )
...
* readme : document --no-display-prompt
* readme : update default prompt context size
* readme : remove unnecessary indentation
Indenting a line with four spaces makes Markdown treat that section as
plain text.
* readme : indent commands under bullets
* readme : indent commands in lettered list
2024-12-03 12:50:08 +02:00
8648c52101
make : deprecate ( #10514 )
...
* make : deprecate
ggml-ci
* ci : disable Makefile builds
ggml-ci
* docs : remove make references [no ci]
* ci : disable swift build
ggml-ci
* docs : remove obsolete make references, scripts, examples
ggml-ci
* basic fix for compare-commits.sh
* update build.md
* more build.md updates
* more build.md updates
* more build.md updates
* Update Makefile
Co-authored-by: Diego Devesa <slarengh@gmail.com>
---------
Co-authored-by: slaren <slarengh@gmail.com>
2024-12-02 21:22:53 +02:00
7281cf13ad
docs: fix outdated usage of llama-simple ( #10565 )
2024-11-28 16:03:11 +01:00
c6bc73951e
CANN: Update cann.md to display correctly in CLion ( #10538 )
2024-11-28 15:27:11 +08:00
605fa66c50
CANN: Fix SOC_TYPE compile bug ( #10519 )
...
* CANN: Fix the bug build fail on Ascend310P under two cases:
1) Manual specify SOC_TYPE
2) Under some unusual compile environment
* Update the cann backend News content: Support F16 and F32 data type model for Ascend 310P NPU.
* fix CANN compile fail bug: the assert in ascend kernel function doesn't supportted on some CANN version
2024-11-28 15:25:24 +08:00
be0e350c8b
Fix HIP flag inconsistency & build docs ( #10524 )
...
* Fix inconsistency of HIP flags in cmake & make
* Fix docs regarding GGML_HIP
2024-11-26 19:27:28 +01:00
ad21c9e1f1
update rel to 4040 ( #10395 )
...
Co-authored-by: arthw <14088817+arthw@users.noreply.github.com>
2024-11-20 13:54:25 +08:00
2a1507c162
sycl : Add option to set the SYCL architecture for all targets ( #10266 )
...
* Add option to set the SYCL architecture for all targets
* Convert GGML_SYCL_HIP_TARGET to the more generic GGML_SYCL_ARCH option
* Document that setting GGML_SYCL_ARCH can improve the performance
2024-11-19 08:02:23 +00:00
c3ea58aca4
CUDA: remove DMMV, consolidate F16 mult mat vec ( #10318 )
2024-11-17 09:09:55 +01:00
0fff7fd798
docs : vulkan build instructions to use git bash mingw64 ( #10303 )
2024-11-17 00:29:18 +01:00
231f9360d9
cann: dockerfile and doc adjustment ( #10302 )
...
Co-authored-by: noemotiovon <noemotiovon@gmail.com>
2024-11-15 15:09:35 +08:00
5a54af4d4f
sycl: Use syclcompat::dp4a ( #10267 )
...
* sycl: Use syclcompat::dp4a
* Using the syclcompat version allow the compiler to optimize the
operation with native function
* Update news section
* Update CI Windows oneAPI version to 2025.0
* Reword doc
* Call syclcompat::dp4a inside dpct::dp4a
This reverts commit 90cb61d692
2024-11-15 11:09:12 +08:00
ae8de6d50a
ggml : build backends as libraries ( #10256 )
...
* ggml : build backends as libraries
---------
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: R0CKSTAR <xiaodong.ye@mthreads.com>
2024-11-14 18:04:35 +01:00
3bcd40b3c5
Optimize RWKV6 Operator Naming and Implement Multi-core CPU/ SYCL Acceleration ( #10133 )
...
* rwkv6: rename to wkv6
* rwkv6: support avx2 avx512 armv8 armv9
* rwkv6: update cuda file name
* rwkv6: rename params
* wkv on sycl
* sycl: add some ops
* sycl: Enhance OP support judgment
* wkv6: drop armv9 and tranfer to GGML style
ggml-ci
* sync : ggml
* update the function to use appropriate types
* fix define error
* Update ggml/src/ggml-cpu.c
* add appropriate asserts
* move element-wise functions outside
* put the declaration outside the loop
* rewrite to be more inline with the common pattern for distributing threads
* use recommended way GGML_TENSOR_LOCALS
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Diego Devesa <slarengh@gmail.com>
Co-authored-by: Plamen Minev <pacominev@gmail.com>
Co-authored-by: Yuri Khrustalev <ykhrustalev@users.noreply.github.com>
Co-authored-by: Meng, Hengyu <airdldl@163.com>
2024-11-07 15:19:10 +08:00
943d20b411
musa : update doc ( #9856 )
...
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2024-10-12 08:09:53 +03:00
cf8e0a3bb9
musa: add docker image support ( #9685 )
...
* mtgpu: add docker image support
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* mtgpu: enable docker workflow
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
---------
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2024-10-10 20:10:37 +02:00
f1af42fa8c
Update building for Android ( #9672 )
...
* docs : clarify building Android on Termux
* docs : update building Android on Termux
* docs : add cross-compiling for Android
* cmake : link dl explicitly for Android
2024-10-07 09:37:31 -07:00
f536f4c439
[SYCL] Initial cmake support of SYCL for AMD GPUs ( #9658 )
...
sycl: initial cmake support of SYCL for AMD GPUs
2024-10-02 13:57:18 +01:00
faf67b3de4
[SYCL]set context default value to avoid memory issue, update guide ( #9476 )
...
* set context default to avoid memory issue, update guide
* Update docs/backend/SYCL.md
Co-authored-by: Meng, Hengyu <hengyu.meng@intel.com>
---------
Co-authored-by: arthw <14088817+arthw@users.noreply.github.com>
Co-authored-by: Meng, Hengyu <hengyu.meng@intel.com>
2024-09-18 08:30:31 +08:00
b2e89a3274
Arm AArch64: Documentation updates ( #9321 )
...
* Arm AArch64: Documentation updates
* Update docs/build.md to include information on how to enable the Arm optimized gemm/gemv kernels
* Update examples/quantize/README.md with information on the Q4_0_4_4, Q4_0_4_8 and Q4_0_8_8 formats
* Add newline to the end of docs/build.md
2024-09-09 10:02:45 +03:00
c8671ae282
Fix broken links in docker.md ( #9306 )
2024-09-04 13:45:28 +02:00
cddae4884c
Correct typo run_llama2.sh > run-llama2.sh ( #9149 )
2024-08-30 22:10:01 +10:00
66b039a501
docker : update CUDA images ( #9213 )
2024-08-28 13:20:36 +02:00
1731d4238f
[SYCL] Add oneDNN primitive support ( #9091 )
...
* add onednn
* add sycl_f16
* add dnnl stream
* add engine map
* use dnnl for intel only
* use fp16fp16fp16
* update doc
2024-08-22 12:50:10 +08:00
cfac111e2b
cann: add doc for cann backend ( #8867 )
...
Co-authored-by: xuedinge233 <damow890@gmail.com>
Co-authored-by: hipudding <huafengchun@gmail.com>
2024-08-19 16:46:38 +08:00
a21c6fd450
update guide ( #8909 )
...
Co-authored-by: Neo Zhang <>
2024-08-11 14:07:43 +05:30
afbb4c1322
ggml-cuda: Adding support for unified memory ( #8035 )
...
* Adding support for unified memory
* adding again the documentation about unified memory
* refactoring: Moved the unified memory code in the correct location.
* Fixed compilation error when using hipblas
* cleaning up the documentation
* Updating the documentation
Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
* adding one more case where the PR should not be enabled
---------
Co-authored-by: matteo serva <matteo.serva@gmail.com>
Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
2024-08-01 23:28:28 +02:00
e54c35e4fb
feat: Support Moore Threads GPU ( #8383 )
...
* Update doc for MUSA
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* Add GGML_MUSA in Makefile
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* Add GGML_MUSA in CMake
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* CUDA => MUSA
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* MUSA adds support for __vsubss4
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
* Fix CI build failure
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
---------
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2024-07-28 01:41:25 +02:00
bf5a81df37
ggml : fix build on Windows with Snapdragon X ( #8531 )
...
* Improvements for Windows with Snapdragon X
* Revert "Improvements for Windows with Snapdragon X"
This reverts commit bf21397ae5
2024-07-25 19:01:00 +03:00
ed67bcb24f
[SYCL] fix multi-gpu issue on sycl ( #8554 )
...
---------
Signed-off-by: Chen Xi <xi2chen@intel.com>
Co-authored-by: Meng, Hengyu <hengyu.meng@intel.com>
2024-07-25 19:45:18 +08:00
fc690b018e
docs: fix links in development docs [no ci] ( #8481 )
...
Fixes a few links to within the repo that were broken in the reorganization of the
documentation in #8325 .
2024-07-15 14:46:39 +03:00
17eb6aa8a9
vulkan : cmake integration ( #8119 )
...
* Add Vulkan to CMake pkg
* Add Sycl to CMake pkg
* Add OpenMP to CMake pkg
* Split generated shader file into separate translation unit
* Add CMake target for Vulkan shaders
* Update README.md
* Add make target for Vulkan shaders
* Use pkg-config to locate vulkan library
* Add vulkan SDK dep to ubuntu-22-cmake-vulkan workflow
* Clean up tabs
* Move sudo to apt-key invocation
* Forward GGML_EXTRA_LIBS to CMake config pkg
* Update vulkan obj file paths
* Add shaderc to nix pkg
* Add python3 to Vulkan nix build
* Link against ggml in cmake pkg
* Remove Python dependency from Vulkan build
* code review changes
* Remove trailing newline
* Add cflags from pkg-config to fix w64devkit build
* Update README.md
* Remove trailing whitespace
* Update README.md
* Remove trailing whitespace
* Fix doc heading
* Make glslc required Vulkan component
* remove clblast from nix pkg
2024-07-13 18:12:39 +02:00
0f1a39f343
ggml : add AArch64 optimized GEMV and GEMM Q4 kernels ( #5780 )
...
* Arm AArch64: optimized GEMV and GEMM kernels for q4_0_q8_0, and q8_0_q8_0 quantization
* Arm AArch64: add optimized GEMV and GEMM asm kernels for q4_0_q8_0 quantization and refactor code to address llama.cpp pr#5780 suggestions
* Arm AArch64: add optimized GEMV and GEMM asm kernels for q4_0_q8_0 quantization and refactor code to address llama.cpp pr#5780 suggestions
* Arm AArch64: add optimized GEMV and GEMM asm kernels for q4_0_q8_0 quantization and refactor code to address llama.cpp pr#5780 suggestions
* Arm AArch64: add optimized GEMV and GEMM asm kernels for q4_0_q8_0 quantization and refactor code to address llama.cpp pr#5780 suggestions
* Arm AArch64: add copyright claim only to ggml-aarch64.cpp and ggml-aarch64.h files
* Arm AArch64: minor code refactoring for rebase
* Arm AArch64: minor code refactoring for resolving a build issue with cmake
* Arm AArch64: minor code refactoring to split the Q4_0_AARC64 type into three separate types: Q4_0_4_4, Q4_0_4_8, and Q4_0_8_8
* Arm AArch64: minor code change for resolving a build issue with server-windows
* retrigger checks
* Arm AArch64: minor code changes for rebase
* Arm AArch64: minor changes to skip the pr#7433 vec_dot code for arm cpus with SVE VL not equal to 256 bits
* Arm AArch64: remove stale LLAMA_QKK_64 from CMakeLists.txt and delete build.zig
* Arm AArch64: add reference scalar gemm and gemv, and avoid dynamic memory allocations during quantization for Q4_0_4_4, Q4_0_4_8, and Q4_0_8_8
* Arm AArch64: add multithreaded quantization support for the new types: Q4_0_4_4, Q4_0_4_8, and Q4_0_8_8
* Arm AArch64: minor code refactoring
* Arm AArch64: simplify logic for calling gemm and gemv functions in ggml_compute_forward_mul_mat
* Arm AArch64: minimize changes in ggml_compute_forward_mul_mat
* Arm AArch64: minor code refactoring, and add reference scalar code to quantize routines for new quant types
* Arm AArch64: minor code refactoring
* Arm AArch64: minor code refactoring
* Arm AArch64: minor code refactoring
* rebase on the latest master commit 3fd62a6
2024-07-10 15:14:51 +03:00
60d83a0149
update main readme ( #8333 )
2024-07-06 19:01:23 +02:00
be20e7f49d
Reorganize documentation pages ( #8325 )
...
* re-organize docs
* add link among docs
* add link to build docs
* fix style
* de-duplicate sections
2024-07-05 18:08:32 +02:00
e235b267a2
py : switch to snake_case ( #8305 )
...
* py : switch to snake_case
ggml-ci
* cont
ggml-ci
* cont
ggml-ci
* cont : fix link
* gguf-py : use snake_case in scripts entrypoint export
* py : rename requirements for convert_legacy_llama.py
Needed for scripts/check-requirements.sh
---------
Co-authored-by: Francis Couture-Harpin <git@compilade.net>
2024-07-05 07:53:33 +03:00
f3f65429c4
llama : reorganize source code + improve CMake ( #8006 )
...
* scripts : update sync [no ci]
* files : relocate [no ci]
* ci : disable kompute build [no ci]
* cmake : fixes [no ci]
* server : fix mingw build
ggml-ci
* cmake : minor [no ci]
* cmake : link math library [no ci]
* cmake : build normal ggml library (not object library) [no ci]
* cmake : fix kompute build
ggml-ci
* make,cmake : fix LLAMA_CUDA + replace GGML_CDEF_PRIVATE
ggml-ci
* move public backend headers to the public include directory (#8122 )
* move public backend headers to the public include directory
* nix test
* spm : fix metal header
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* scripts : fix sync paths [no ci]
* scripts : sync ggml-blas.h [no ci]
---------
Co-authored-by: slaren <slarengh@gmail.com>
2024-06-26 18:33:02 +03:00
1c641e6aac
`build`: rename main → llama-cli, server → llama-server, llava-cli → llama-llava-cli, etc... ( #7809 )
...
* `main`/`server`: rename to `llama` / `llama-server` for consistency w/ homebrew
* server: update refs -> llama-server
gitignore llama-server
* server: simplify nix package
* main: update refs -> llama
fix examples/main ref
* main/server: fix targets
* update more names
* Update build.yml
* rm accidentally checked in bins
* update straggling refs
* Update .gitignore
* Update server-llm.sh
* main: target name -> llama-cli
* Prefix all example bins w/ llama-
* fix main refs
* rename {main->llama}-cmake-pkg binary
* prefix more cmake targets w/ llama-
* add/fix gbnf-validator subfolder to cmake
* sort cmake example subdirs
* rm bin files
* fix llama-lookup-* Makefile rules
* gitignore /llama-*
* rename Dockerfiles
* rename llama|main -> llama-cli; consistent RPM bin prefixes
* fix some missing -cli suffixes
* rename dockerfile w/ llama-cli
* rename(make): llama-baby-llama
* update dockerfile refs
* more llama-cli(.exe)
* fix test-eval-callback
* rename: llama-cli-cmake-pkg(.exe)
* address gbnf-validator unused fread warning (switched to C++ / ifstream)
* add two missing llama- prefixes
* Updating docs for eval-callback binary to use new `llama-` prefix.
* Updating a few lingering doc references for rename of main to llama-cli
* Updating `run-with-preset.py` to use new binary names.
Updating docs around `perplexity` binary rename.
* Updating documentation references for lookup-merge and export-lora
* Updating two small `main` references missed earlier in the finetune docs.
* Update apps.nix
* update grammar/README.md w/ new llama-* names
* update llama-rpc-server bin name + doc
* Revert "update llama-rpc-server bin name + doc"
This reverts commit e474ef1df4
2024-06-13 00:41:52 +01:00
9c4c9cc83f
Move convert.py to examples/convert-legacy-llama.py ( #7430 )
...
* Move convert.py to examples/convert-no-torch.py
* Fix CI, scripts, readme files
* convert-no-torch -> convert-legacy-llama
* Move vocab thing to vocab.py
* Fix convert-no-torch -> convert-legacy-llama
* Fix lost convert.py in ci/run.sh
* Fix imports
* Fix gguf not imported correctly
* Fix flake8 complaints
* Fix check-requirements.sh
* Get rid of ADDED_TOKENS_FILE, FAST_TOKENIZER_FILE
* Review fixes
2024-05-30 21:40:00 +10:00
51e9d02599
Added a single test function script and fix debug-test.sh to be more robust ( #7279 )
...
* run-single-test.sh: added a single test function script and fix debug-test.sh to be more robust
* debug-test.sh: combined execute and gdb test mode via -g flag
* debug-test.sh: refactor
* debug-test: refactor for clarity
* debug-test.sh: comment style changes
* debug-test.sh: fix gdb
2024-05-17 22:40:14 +10:00
fed0108491
Scripting & documenting debugging one test without anything else in the loop. ( #7096 )
...
* A little documentation that shares my quick tips for working in the repository.
* Update startup-testing-debugging.md
* script that shows a menu of tests to pick from & run the debugger on
* debug-test.sh: Refactor CLI help message
* debug-test.sh: documentation update
* debug-test.sh: CLI Help output corrections
* debug-test.sh: minor doc fix
---------
authored-by: Josh Ramer <ubuntu@ip-172-31-32-53.ec2.internal>
Assisted-by: brian khuu <mofosyne@gmail.com>
2024-05-12 03:26:35 +10:00
04976db7a8
docs: fix typos ( #7124 )
...
* fix typo
* fix typos
* fix typo
* fix typos
* fix typo
* fix typos
2024-05-07 18:20:33 +03:00
b804b1ef77
eval-callback: Example how to use eval callback for debugging ( #6576 )
...
* gguf-debug: Example how to use ggml callback for debugging
* gguf-debug: no mutex, verify type, fix stride.
* llama: cv eval: move cb eval field in common gpt_params
* ggml_debug: use common gpt_params to pass cb eval.
Fix get tensor SIGV random.
* ggml_debug: ci: add tests
* ggml_debug: EOL in CMakeLists.txt
* ggml_debug: Remove unused param n_batch, no batching here
* ggml_debug: fix trailing spaces
* ggml_debug: fix trailing spaces
* common: fix cb_eval and user data not initialized
* ci: build revert label
* ggml_debug: add main test label
* doc: add a model: add a link to ggml-debug
* ggml-debug: add to make toolchain
* ggml-debug: tests add the main label
* ggml-debug: ci add test curl label
* common: allow the warmup to be disabled in llama_init_from_gpt_params
* ci: add curl test
* ggml-debug: better tensor type support
* gitignore : ggml-debug
* ggml-debug: printing also the sum of each tensor
* ggml-debug: remove block size
* eval-callback: renamed from ggml-debug
* eval-callback: fix make toolchain
---------
Co-authored-by: slaren <slarengh@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-11 14:51:07 +02:00
67fac4b95f
docs : how to add a model ( #6565 )
...
* docs: how to add a model
* docs: model: typo and docs
* docs: model: add prevision on RoPE
* docs: model: rephrasing README.md
* docs: model: rephrasing README.md
* docs: model: README.md fix trailing spaces
* docs : some fixes
* Update README.md
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-04-10 09:58:48 +03:00
280345968d
cuda : rename build flag to LLAMA_CUDA ( #6299 )
2024-03-26 01:16:01 +01:00
ff8238f71d
docs : add llama-star arch idea
2023-11-23 11:35:04 +02:00
532dd74e38
Fix some documentation typos/grammar mistakes ( #4032 )
...
* typos
* Update examples/parallel/README.md
Co-authored-by: Kerfuffle <44031344+KerfuffleV2@users.noreply.github.com>
---------
Co-authored-by: Kerfuffle <44031344+KerfuffleV2@users.noreply.github.com>
2023-11-11 23:04:58 -07:00
9e24cc6e2e
docs : fix typo GOMP_CPU_AFFINITY ( #3597 )
2023-10-12 16:36:16 +03:00
45855b3f1c
docs : mark code as Bash ( #3375 )
2023-09-28 09:11:32 -04:00
6381d4e110
gguf : new file format with flexible meta data (beta) ( #2398 )
...
* gguf : first API pass
* gguf : read header + meta data
* gguf : read tensor info
* gguf : initial model loading - not tested
* gguf : add gguf_get_tensor_name()
* gguf : do not support passing existing ggml_context to gguf_init
* gguf : simplify gguf_get_val
* gguf : gguf.c is now part of ggml.c
* gguf : read / write sample models
* gguf : add comments
* refactor : reduce code duplication and better API (#2415 )
* gguf : expose the gguf_type enum through the API for now
* gguf : add array support
* gguf.py : some code style changes
* convert.py : start a new simplified implementation by removing old stuff
* convert.py : remove GGML vocab + other obsolete stuff
* GGUF : write tensor (#2426 )
* WIP: Write tensor
* GGUF : Support writing tensors in Python
* refactor : rm unused import and upd todos
* fix : fix errors upd writing example
* rm example.gguf
* gitignore *.gguf
* undo formatting
* gguf : add gguf_find_key (#2438 )
* gguf.cpp : find key example
* ggml.h : add gguf_find_key
* ggml.c : add gguf_find_key
* gguf : fix writing tensors
* gguf : do not hardcode tensor names to read
* gguf : write sample tensors to read
* gguf : add tokenization constants
* quick and dirty conversion example
* gguf : fix writing gguf arrays
* gguf : write tensors one by one and code reuse
* gguf : fix writing gguf arrays
* gguf : write tensors one by one
* gguf : write tensors one by one
* gguf : write tokenizer data
* gguf : upd gguf conversion script
* Update convert-llama-h5-to-gguf.py
* gguf : handle already encoded string
* ggml.h : get array str and f32
* ggml.c : get arr str and f32
* gguf.py : support any type
* Update convert-llama-h5-to-gguf.py
* gguf : fix set is not subscriptable
* gguf : update convert-llama-h5-to-gguf.py
* constants.py : add layer norm eps
* gguf.py : add layer norm eps and merges
* ggml.h : increase GGML_MAX_NAME to 64
* ggml.c : add gguf_get_arr_n
* Update convert-llama-h5-to-gguf.py
* add gptneox gguf example
* Makefile : add gptneox gguf example
* Update convert-llama-h5-to-gguf.py
* add gptneox gguf example
* Update convert-llama-h5-to-gguf.py
* Update convert-gptneox-h5-to-gguf.py
* Update convert-gptneox-h5-to-gguf.py
* Update convert-llama-h5-to-gguf.py
* gguf : support custom alignment value
* gguf : fix typo in function call
* gguf : mmap tensor data example
* fix : update convert-llama-h5-to-gguf.py
* Update convert-llama-h5-to-gguf.py
* convert-gptneox-h5-to-gguf.py : Special tokens
* gptneox-main.cpp : special tokens
* Update gptneox-main.cpp
* constants.py : special tokens
* gguf.py : accumulate kv and tensor info data + special tokens
* convert-gptneox-h5-to-gguf.py : accumulate kv and ti + special tokens
* gguf : gguf counterpart of llama-util.h
* gguf-util.h : update note
* convert-llama-h5-to-gguf.py : accumulate kv / ti + special tokens
* convert-llama-h5-to-gguf.py : special tokens
* Delete gptneox-common.cpp
* Delete gptneox-common.h
* convert-gptneox-h5-to-gguf.py : gpt2bpe tokenizer
* gptneox-main.cpp : gpt2 bpe tokenizer
* gpt2 bpe tokenizer (handles merges and unicode)
* Makefile : remove gptneox-common
* gguf.py : bytesarray for gpt2bpe tokenizer
* cmpnct_gpt2bpe.hpp : comments
* gguf.py : use custom alignment if present
* gguf : minor stuff
* Update gptneox-main.cpp
* map tensor names
* convert-gptneox-h5-to-gguf.py : map tensor names
* convert-llama-h5-to-gguf.py : map tensor names
* gptneox-main.cpp : map tensor names
* gguf : start implementing libllama in GGUF (WIP)
* gguf : start implementing libllama in GGUF (WIP)
* rm binary commited by mistake
* upd .gitignore
* gguf : calculate n_mult
* gguf : inference with 7B model working (WIP)
* gguf : rm deprecated function
* gguf : start implementing gguf_file_saver (WIP)
* gguf : start implementing gguf_file_saver (WIP)
* gguf : start implementing gguf_file_saver (WIP)
* gguf : add gguf_get_kv_type
* gguf : add gguf_get_kv_type
* gguf : write metadata in gguf_file_saver (WIP)
* gguf : write metadata in gguf_file_saver (WIP)
* gguf : write metadata in gguf_file_saver
* gguf : rm references to old file formats
* gguf : shorter name for member variable
* gguf : rm redundant method
* gguf : get rid of n_mult, read n_ff from file
* Update gguf_tensor_map.py
* Update gptneox-main.cpp
* gguf : rm references to old file magics
* gguf : start implementing quantization (WIP)
* gguf : start implementing quantization (WIP)
* gguf : start implementing quantization (WIP)
* gguf : start implementing quantization (WIP)
* gguf : start implementing quantization (WIP)
* gguf : start implementing quantization (WIP)
* gguf : quantization is working
* gguf : roper closing of file
* gguf.py : no need to convert tensors twice
* convert-gptneox-h5-to-gguf.py : no need to convert tensors twice
* convert-llama-h5-to-gguf.py : no need to convert tensors twice
* convert-gptneox-h5-to-gguf.py : simplify nbytes
* convert-llama-h5-to-gguf.py : simplify nbytes
* gptneox-main.cpp : n_layer --> n_block
* constants.py : n_layer --> n_block
* gguf.py : n_layer --> n_block
* convert-gptneox-h5-to-gguf.py : n_layer --> n_block
* convert-llama-h5-to-gguf.py : n_layer --> n_block
* gptneox-main.cpp : n_layer --> n_block
* Update gguf_tensor_map.py
* convert-gptneox-h5-to-gguf.py : load model in parts to save memory
* convert-llama-h5-to-gguf.py : load model in parts to save memory
* convert : write more metadata for LLaMA
* convert : rm quantization version
* convert-gptneox-h5-to-gguf.py : add file_type key
* gptneox-main.cpp : add file_type key
* fix conflicts
* gguf : add todos and comments
* convert-gptneox-h5-to-gguf.py : tensor name map changes
* Create gguf_namemap.py : tensor name map changes
* Delete gguf_tensor_map.py
* gptneox-main.cpp : tensor name map changes
* convert-llama-h5-to-gguf.py : fixes
* gguf.py : dont add empty strings
* simple : minor style changes
* gguf : use UNIX line ending
* Create convert-llama-7b-pth-to-gguf.py
* llama : sync gguf-llama.cpp with latest llama.cpp (#2608 )
* llama : sync gguf-llama.cpp with latest llama.cpp
* minor : indentation + assert
* llama : refactor gguf_buffer and gguf_ctx_buffer
* llama : minor
* gitignore : add gptneox-main
* llama : tokenizer fixes (#2549 )
* Merge tokenizer fixes into the gguf branch.
* Add test vocabularies
* convert : update convert-new.py with tokenizer fixes (#2614 )
* Merge tokenizer fixes into the gguf branch.
* Add test vocabularies
* Adapt convert-new.py (and fix a clang-cl compiler error on windows)
* llama : sync gguf-llama with llama (#2613 )
* llama : sync gguf-llama with llama
* tests : fix build + warnings (test-tokenizer-1 still fails)
* tests : fix wstring_convert
* convert : fix layer names
* llama : sync gguf-llama.cpp
* convert : update HF converter to new tokenizer voodoo magics
* llama : update tokenizer style
* convert-llama-h5-to-gguf.py : add token types
* constants.py : add token types
* gguf.py : add token types
* convert-llama-7b-pth-to-gguf.py : add token types
* gguf-llama.cpp : fix n_head_kv
* convert-llama-h5-to-gguf.py : add 70b gqa support
* gguf.py : add tensor data layout
* convert-llama-h5-to-gguf.py : add tensor data layout
* convert-llama-7b-pth-to-gguf.py : add tensor data layout
* gptneox-main.cpp : add tensor data layout
* convert-llama-h5-to-gguf.py : clarify the reverse permute
* llama : refactor model loading code (#2620 )
* llama : style formatting + remove helper methods
* llama : fix quantization using gguf tool
* llama : simplify gguf_file_saver
* llama : fix method names
* llama : simplify write_header()
* llama : no need to pass full file loader to the file saver
just gguf_ctx
* llama : gguf_file_saver write I32
* llama : refactor tensor names (#2622 )
* gguf: update tensor names searched in quantization
* gguf : define tensor names as constants
* gguf : initial write API (not tested yet)
* gguf : write to file API (not tested)
* gguf : initial write API ready + example
* gguf : fix header write
* gguf : fixes + simplify example + add ggml_nbytes_pad()
* gguf : minor
* llama : replace gguf_file_saver with new gguf write API
* gguf : streaming support when writing files
* gguf : remove oboslete write methods
* gguf : remove obosolete gguf_get_arr_xxx API
* llama : simplify gguf_file_loader
* llama : move hparams and vocab from gguf_file_loader to llama_model_loader
* llama : merge gguf-util.h in llama.cpp
* llama : reorder definitions in .cpp to match .h
* llama : minor simplifications
* llama : refactor llama_model_loader (WIP)
wip : remove ggml_ctx from llama_model_loader
wip : merge gguf_file_loader in llama_model_loader
* llama : fix shape prints
* llama : fix Windows build + fix norm_rms_eps key
* llama : throw error on missing KV paris in model meta data
* llama : improve printing + log meta data
* llama : switch print order of meta data
---------
Co-authored-by: M. Yusuf Sarıgöz <yusufsarigoz@gmail.com>
* gguf : deduplicate (#2629 )
* gguf : better type names
* dedup : CPU + Metal is working
* ggml : fix warnings about unused results
* llama.cpp : fix line feed and compiler warning
* llama : fix strncpy warning + note token_to_str does not write null
* llama : restore the original load/save session implementation
Will migrate this to GGUF in the future
* convert-llama-h5-to-gguf.py : support alt ctx param name
* ggml : assert when using ggml_mul with non-F32 src1
* examples : dedup simple
---------
Co-authored-by: klosax <131523366+klosax@users.noreply.github.com>
* gguf.py : merge all files in gguf.py
* convert-new.py : pick #2427 for HF 70B support
* examples/gguf : no need to keep q option for quantization any more
* llama.cpp : print actual model size
* llama.cpp : use ggml_elements()
* convert-new.py : output gguf (#2635 )
* convert-new.py : output gguf (WIP)
* convert-new.py : add gguf key-value pairs
* llama : add hparams.ctx_train + no longer print ftype
* convert-new.py : minor fixes
* convert-new.py : vocab-only option should work now
* llama : fix tokenizer to use llama_char_to_byte
* tests : add new ggml-vocab-llama.gguf
* convert-new.py : tensor name mapping
* convert-new.py : add map for skipping tensor serialization
* convert-new.py : convert script now works
* gguf.py : pick some of the refactoring from #2644
* convert-new.py : minor fixes
* convert.py : update to support GGUF output
* Revert "ci : disable CI temporary to not waste energy"
This reverts commit 7e82d25f40#2644 )
* gguf : single pass for writing tensors + refactoring writer
* gguf : single pass for writing tensors + refactoring writer
* gguf : single pass for writing tensors + refactoring writer
* gguf : style fixes in simple conversion script
* gguf : refactor gptneox conversion script
* gguf : rename h5 to hf (for HuggingFace)
* gguf : refactor pth to gguf conversion script
* gguf : rm file_type key and method
* gguf.py : fix vertical alignment
* gguf.py : indentation
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* convert-gptneox-hf-to-gguf.py : fixes
* gguf.py : gptneox mapping
* convert-llama-hf-to-gguf.py : fixes
* convert-llama-7b-pth-to-gguf.py : fixes
* ggml.h : reverse GGUF_MAGIC
* gguf.py : reverse GGUF_MAGIC
* test-tokenizer-0.cpp : fix warning
* llama.cpp : print kv general.name
* llama.cpp : get special token kv and linefeed token id
* llama : print number of tensors per type + print arch + style
* tests : update vocab file with new magic
* editorconfig : fix whitespaces
* llama : re-order functions
* llama : remove C++ API + reorganize common source in /common dir
* llama : minor API updates
* llama : avoid hardcoded special tokens
* llama : fix MPI build
ggml-ci
* llama : introduce enum llama_vocab_type + remove hardcoded string constants
* convert-falcon-hf-to-gguf.py : falcon HF --> gguf conversion, not tested
* falcon-main.cpp : falcon inference example
* convert-falcon-hf-to-gguf.py : remove extra kv
* convert-gptneox-hf-to-gguf.py : remove extra kv
* convert-llama-7b-pth-to-gguf.py : remove extra kv
* convert-llama-hf-to-gguf.py : remove extra kv
* gguf.py : fix for falcon 40b
* falcon-main.cpp : fix for falcon 40b
* convert-falcon-hf-to-gguf.py : update ref
* convert-falcon-hf-to-gguf.py : add tensor data layout
* cmpnct_gpt2bpe.hpp : fixes
* falcon-main.cpp : fixes
* gptneox-main.cpp : fixes
* cmpnct_gpt2bpe.hpp : remove non-general stuff
* Update examples/server/README.md
Co-authored-by: slaren <slarengh@gmail.com>
* cmpnct_gpt2bpe.hpp : cleanup
* convert-llama-hf-to-gguf.py : special tokens
* convert-llama-7b-pth-to-gguf.py : special tokens
* convert-permute-debug.py : permute debug print
* convert-permute-debug-master.py : permute debug for master
* convert-permute-debug.py : change permute type of attn_q
* convert.py : 70b model working (change attn_q permute)
* Delete convert-permute-debug-master.py
* Delete convert-permute-debug.py
* convert-llama-hf-to-gguf.py : fix attn_q permute
* gguf.py : fix rope scale kv
* convert-llama-hf-to-gguf.py : rope scale and added tokens
* convert-llama-7b-pth-to-gguf.py : rope scale and added tokens
* llama.cpp : use rope scale kv
* convert-llama-7b-pth-to-gguf.py : rope scale fix
* convert-llama-hf-to-gguf.py : rope scale fix
* py : fix whitespace
* gguf : add Python script to convert GGMLv3 LLaMA models to GGUF (#2682 )
* First pass at converting GGMLv3 LLaMA models to GGUF
* Cleanups, better output during conversion
* Fix vocab space conversion logic
* More vocab conversion fixes
* Add description to converted GGUF files
* Improve help text, expand warning
* Allow specifying name and description for output GGUF
* Allow overriding vocab and hyperparams from original model metadata
* Use correct params override var name
* Fix wrong type size for Q8_K
Better handling of original style metadata
* Set default value for gguf add_tensor raw_shape KW arg
* llama : improve token type support (#2668 )
* Merge tokenizer fixes into the gguf branch.
* Add test vocabularies
* Adapt convert-new.py (and fix a clang-cl compiler error on windows)
* Improved tokenizer test
But does it work on MacOS?
* Improve token type support
- Added @klosax code to convert.py
- Improved token type support in vocabulary
* Exclude platform dependent tests
* More sentencepiece compatibility by eliminating magic numbers
* Restored accidentally removed comment
* llama : add API for token type
ggml-ci
* tests : use new tokenizer type API (#2692 )
* Merge tokenizer fixes into the gguf branch.
* Add test vocabularies
* Adapt convert-new.py (and fix a clang-cl compiler error on windows)
* Improved tokenizer test
But does it work on MacOS?
* Improve token type support
- Added @klosax code to convert.py
- Improved token type support in vocabulary
* Exclude platform dependent tests
* More sentencepiece compatibility by eliminating magic numbers
* Restored accidentally removed comment
* Improve commentary
* Use token type API in test-tokenizer-1.cpp
* py : cosmetics
* readme : add notice about new file format
ggml-ci
---------
Co-authored-by: M. Yusuf Sarıgöz <yusufsarigoz@gmail.com>
Co-authored-by: klosax <131523366+klosax@users.noreply.github.com>
Co-authored-by: goerch <jhr.walter@t-online.de>
Co-authored-by: slaren <slarengh@gmail.com>
Co-authored-by: Kerfuffle <44031344+KerfuffleV2@users.noreply.github.com>
2023-08-21 23:07:43 +03:00
f4c55d3bd7
docs : add performance troubleshoot + example benchmark documentation ( #1674 )
...
* test anchor link
* test table
* add benchmarks
* Add performance troubleshoot & benchmark
* add benchmarks
* remove unneeded line
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-06-05 23:32:36 +03:00
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