* Add interface is_model_splitted() to check the c-graph is splited or not
* Infer and propagate dynamic-dimension indices for all tensors in the GGML graph in api compute_model_outputs()
* Only do this for fallback sub graph
* Move dynamic dims compute in graph missmatch
* ggml-openvino: fix tensor data handling for PERMUTE/VIEW ops in split models
* ggml-openvino:add comments
* ggml-openvino: override VIEW op_case to 0 for split model inputs
* openvino backend: Handle unsupported VIEW shape-mismatch in OpenVINO backend
* Enable additional mul_mat tests and add tensor data saving function (#81)
* ggml-openvino: fix CONT/TRANSPOSE mapping and improve dynamic-dimension handling
* OpenVINO: add NORM/TANH support and rework SOFT_MAX translation
* ggml-openvino: extend VIEW handling
* Enable -fa off (#118)
* Enable --context-shift
* Fix llm param compute error for normal softmax not the softmax in attention
* OpenVINO backend: fix error for attention size compute in llm param
* use tensor->extra in infer_request i/o
* OpenVINO backend: refacter the compute_llm_params() func add get_attention_pattern_case to easy extand
* OpenVINO backend: clean unused code
* 1to1 match op update (#146)
* added translate_1to1_match_1_input function and updated gelu and tanh translations
* Remove unused translation function calls
---------
Co-authored-by: Mustafa Cavus <mustafacavus@intel.com>
* initial gemma4 support
* removed hardcoded names for kv cache slicing
* OpenVINO backend: Add new attention pattern for llm parameters compute
* flash attn Q shape static conversion
* Remove slice in permute translation when n_seq is 1
* return optional in extract_layer_from_name
* OpenVINO backend: refactor VIEW related operation (#148)
* OpenVINO backend: refactor VIEW related operation
* Enable VIEW handling in following ops
* OpenVINO backend does not support GGML_OP_NORM & GGML_OP_L2_NORM with VIEW input accuracy issue from OpenVINO
* OpenVINO backend: Add ops l2_norm & pad
* OpenVINO backend does not support CPY with non-contiguous data or mismatched types
* add op SSM_CONV GATED_DELTA_NET
* OpenVINO backend: fix error for bf16 in OV gpu plugin
* reverted static Q input shape for attention layer
* OpenVINO backend: remove hardcode name inp_tokens, which ignore some leaf case
* Disable remote tensor due to bug in ov gpu
* Disable n_token > 1 GATED_DELTA_NET on gpu
* OpenVINO backend: fix the view op dynamic handling issue in gemma4 & enable view + get_row
* OpenVINO backend: clean code
* OpenVINO backend: enable view + norm/rms_norm
* OpenVINO backend: concat op
* OpenVINO backend: argsort op
* OpenVINO backend: enable unary + view & GGML_UNARY_OP_SOFTPLUS
* Fix issue for test-backend-ops in TOPK_MOE, which compare VIEW ops result, VIEW node in OpenVINO no need compare, the whole graph result is correct
* OpenVINO backend: enable sum_rows
* OpenVINO backend: enable clamp
* OpenVINO backend: enable DIV
* OpenVINO backend: enable GGML_OP_MUL_MAT_ID
* OpenVINO backend: disable MUL_MAT_ID_FUSION case with large mem needed
* OpenVINO backend: Disable GGML_OP_ARGSORT, cause test_backend-ops failed
* OpenVINO backend: fix issue in mul_mat_id
* OpenVINO backend: Disable DIV with broadcast on GPU
* OpenVINO backend: update DIV
* use ov internal op GatedDeltaNet
* OpenVINO backend: enable llama erch test qwen3next
* OpenVINO backend: enable RMS_NORM + VIEW & remove op_case 2 for rope
* OpenVINO backend: fix error
* suggested changes, need review
* suggested changes, need review
* OpenVINO backend: clean unused code & fix build warning
* OpenVINO backend: enable minicpm3 for arch test
* Disable GDN op (#177)
* disable gated_delta_net
* update stateful_kv_size correctly in mismatch case
* OpenVINO backend: enable arch test for qwen3vl
* OpenVINO backend: enable cohere2 for arch test
* OpenVINO backend: enable t5 for arch test
* OpenVINO backend: enable jamba for arch test
* OpenVINO backend: remove warning for tmp
* OpenVINO backend: enable kimi-linear for arch test
* Remove unused
* Fix gpt-oss accuracy issue
* OpenVINO backend: enable arctic for arch test
* OpenVINO backend: enable grok for arch test
* Gemma4 initial npu support (#179)
* Initiall gemma4 npu support
* temp. fix for gemma4 accuracy bug on npu
* Remove hardcoded names for npu-fold handling
* revert static n tokens for cont translation as it is not needed
* removed unused variable
* ggml-openvino: add GGML_OPENVINO_ENABLE_CACHE env var to control decoder cache. Add environment variable GGML_OPENVINO_ENABLE_CACHE (default: YES). When set to NO, the decoder_cache is bypassed and models are rebuilt from the cgraph on every inference call in both dynamic and static compute paths. This is useful for debugging and verifying correctness without caching interference.
* Revert "Gemma4 initial npu support (#179)"
This reverts commit 0d29a9c4a52dc2c8aa52990f1a3854cfb01768ad.
* OpenVINO backend: disable debug log print
* Update TBB discovery. Delegated to OpenVINOs own config.
* OpenVINO backend: GGML_OPENVINO_ENABLE_CACHE YES -> 1
* OpenVINO backend: fallback FLASH_ATTN_EXT in gemma3n to CPU backend
* Add raw ov infer profiling metric
* Add OV raw infer time metric to static compute path
Co-authored-by: virajwad <84867530+virajwad@users.noreply.github.com>
* Modify precision of static profiling
* update to OV 2026.2, add OV windows CI
* fix editorconfig-checks
* Initiall gemma4 npu support
* temp. fix for gemma4 accuracy bug on npu
* Remove hardcoded names for npu-fold handling
* revert static n tokens for cont translation as it is not needed
* removed unused variable
* test-llama-archs fix
* Fix gemma4 flash_attn fallback
* support im2col
* fix code style
* disable add_rope_sin_cos optimization
* stateless boradcast and rope optimizations
* Enable manual gqa attn by default for stateless gpu
* manual gqa: fixed static batch
* gemma4 llama-bench ctx update fix
* Update OV win CI
* stateful rope fusion temp. fix
* OpenVINO backend: Conslolidate supported ops
* Exclude unsupported GGML_OP_SUB cases
* Exclude unsupported TOPK_MOE cases
* OpenVINO Backend: MUL_MAT enhancements
* Update OV CI
* support f16 mask input for npu
* Make GGML_OPENVINO_* env vars usage uniform
Standardize all GGML_OPENVINO_* env flags:
positive integers >0 to enable. Unset, empty, =0, or non-numeric values to disable.
This fixes cases where text values or empty strings enabled features.
* OpenVINO backend: Enhance envvar handling
* more cleanup
* move ggml_openvino_env_flag to appropriate place
* OpenVINO backend: add REPEAT translator, Q5_1 weights, and GLU view-input fix
* ggml-openvino: fix -Werror=cast-qual in extract_q5_1_data
* Update openvino.Dockerfile
Use BuildKit cache mounts for faster Docker rebuilds.
Use apt instead of dpkg, remove unused .ddeb downloads, add DLLAMA_BUILD_TESTS=OFF.
* ggml-openvino: centralize env var access via *getenv_str/getenv_int helpers
Replace getenv and legacy flags with _str and _int helpers.Minor cleanup, doc updates.
* OpenVINO backend: Enable GGML_OP_ADD_ID
* Uptade openvino backend clamg-format
* clang-format
* Update OPENVINO.md (#211)
* OpenVINO backend: fix accuracy issue for op CONCAT with i64 precision
* Remove strict concurrency for gpu-openvino-low-perf
* Update openvino CI keynames; add ccache-clear
* Apply suggestions from code review
Co-authored-by: Sigbjørn Skjæret <1629204+CISC@users.noreply.github.com>
* Fix formatting
---------
Co-authored-by: Xuejun Zhai <Xuejun.Zhai@intel.com>
Co-authored-by: Mustafa Cavus <mustafa.cavus@intel.com>
Co-authored-by: Mustafa Cavus <mustafacavus@intel.com>
Co-authored-by: Xuejun <XuejunZhai@intel.com>
Co-authored-by: Wang Yang <yang4.wang@intel.com>
Co-authored-by: Ravi Panchumarthy <ravi.panchumarthy@intel.com>
Co-authored-by: virajwad <84867530+virajwad@users.noreply.github.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: Mostafa Faheem <mostafaaafaheem@gmail.com>
Co-authored-by: Sigbjørn Skjæret <1629204+CISC@users.noreply.github.com>
Fixes: https://github.com/ggml-org/llama.cpp/pull/23927#discussion_r3332213086
The cpu-x64-high-perf job was missing the Linux label in its runs-on
specification, causing the runner to not be discovered. All other
self-hosted Linux jobs include this label.
Assisted-by: llama.cpp:local pi
* remove redundant apple job
openvino gpu and cpu test can share the same build and machine
Update build-rpc.yml
Update build-openvino.yml
cpu any doesnt make sense as we have an arm job already, so do high perf on both x86 and arm
remove duplicate x86 vulkan
combine backend sampling
Update server.yml
run server on arm as windows is x86
* emdawn on one machine only
* fix openvino, remove cpu tag as we dont have many x64 machines with that tag
* ci : separate CUDA windows workflow + fix names
* ci : rename workflow
* ci : prefix cache names with workflow name
* ci : rename build.yml -> build-cpu.yml
* ci : cache keys
* ci : fix windows cuda/hip concurrency of release workflow
* ci : fix apple cache names
* ci : add TODOs
* cont : keep just the last cache
* ci : update release concurrency to queue
* ci : move the release trigger to ubuntu-slim
* ci : hip add TODO
* cont : improve words
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* ci : remove tag from build-self-hosted.yml
* ci : slim -> self-hosted
* ci : prevent heavy CPU jobs from running on fast runners
* ci : prevent cmake pkg to run on dedicated fast runners
* ci : try to bump 3.11 -> 3.13
* ci : move lint back to 3.11
* ci : back to 3.11
* ci : add comment about UI jobs
* ci : move python requirements check to CPU runners
this job is a bit slow for a dedicated "fast" runner
* ci : add self-hosted ui workflow
* ci : fix UI naming
* tmp to check if arm64 fast is compatible with all jobs
* revert last commit
* fix: Propagate version tag to WebUI asset download in self-hosted CI
* refactor: Apply suggestions from @CISC
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
* fix: Skip npm build when Node.js is not installed
Avoid 'no such file or directory' errors on CI runners that lack
Node.js. Check if npm is available via find_program before attempting
npm install + npm run build. Falls back to HF Bucket download.
* fix: Use + separator for ASSETS list to fix Windows build
Replace fragile \; escaping with a + separator when passing the
WebUI asset list via -DASSETS to the download script. On Windows,
the \; escaping was not reliably preserved through the CMake build
system, causing all asset filenames to be concatenated into one
(e.g., 'index.html;bundle.js;bundle.css;loading.html' as a single
file), which broke the HF Bucket download and subsequent xxd.cmake
step.
+ is safe because it is not special in cmd.exe (unlike | which is a
pipe operator), not special in CMake's -D argument parser, and not
a valid Windows filename character. CMakeLists.txt joins assets
with + and webui-download.cmake splits them back via regex.
* fix: Validate HF_WEBUI_VERSION environment variable with regex
Add input validation for the HF_WEBUI_VERSION env var to prevent
CMake list separator or path-traversal issues in stamp filenames
and download URLs. Rejects non-conforming characters early.
* fix: Remove 'latest' fallback for HF_WEBUI_VERSION
When needs.determine-tag.outputs.tag_name is empty, let CMake's
default resolution handle it (empty -> git-based version lookup)
instead of falling back to 'latest'. This ensures the sentinel
stamp file is consistent with CMake's resolution logic.
* fix: Demote checksum verification failure to warning instead of hard gate
* fix: End line character
---------
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
* Thread safety per request only
* Fix ROPE yarn case
* Fix sticky stateful config
* Use i4/i8 directly for symmetric quant
* Use weightless caching
* Add WeightlessCacheAttribute to reduce NPU memory usage
* Gelu tanh support (#125)
* Imrope support (#126)
* fix(openvino): explicit ov::Tensor frees in ggml_backend_openvino_free
* add GPU,NPU support in OV Dockerfile
* add build-openvino.yml ci
* Fix sticky stateful config
* add concurrency to ov-gpu ci runs. Move OV CI to build-openvino.yml
* fix thread-safety of shared runtime context
* rope type abstraction for frontend translations
* fix editorconfig
---------
Co-authored-by: Mustafa Cavus <mustafa.cavus@intel.com>
Co-authored-by: Dan Hoffman <dhoff749@gmail.com>
Co-authored-by: Ravi Panchumarthy <ravi.panchumarthy@intel.com>
* Update workflows to remove dependence on llvmpipe
* Try setting Dawn_DIR
* remove c++20 initializers
* Move to proper guid
* Try avoiding segfaults on vulkan backend process exit
* Remove compiler warnings on parameter casting
* Fix soft_max and update reg_tile accumulation to f32 for better precision
* Refactor flash_attn a bit
* remove c++20 initializers and format
* Increase div precision for NVIDIA
* revert div precision and comment out ggml-ci node for now
* Formatting
* Try debugging on a failing CI node
* Revert "Try debugging on a failing CI node"
This reverts commit 1971e33cba919915e12bcfd5828abfbd54ca942e.
* experimenting CI
* Experimenting CI fix for MinGW
* experimenting CI on Windows
* modified script for integration with VisualStudio
* added proxy handling
* adding python version for Windows execution
* fix iterator::end() dereference
* fixed proxy handling
* Fix errors occurring on Windows
* fixed ci script
* Reverted to master
* Stripping test items to simplify Windows test
* adjusting script for windows testing
* Changed shell
* Fixed shell
* Fixed shell
* Fix CI setting
* Fix CI setting
* Fix CI setting
* Experimenting ci fix
* Experimenting ci fix
* Experimenting ci fix
* Experimenting ci fix
* experimenting fix for unit test error
* Changed to use BUILD_LOW_PERF to skip python tests
* Fix CI
* Added option to specify Ninja generator
* Reverted proxy related changes
