* tests: add end-to-end tests per model architecture
* fixup for rebase
* fix use-after-free in llama-model-loader.cpp
* fix CI
* fix WebGPU
* fix CI
* disable CI for macOS-latest-cmake-arm64
* use expert_weights_scale only if != 0.0f
* comments
This commit changes the runner for the gguf-publish workflow from
ubuntu-slim back to ubuntu-latest, which was updated in Commit
142cbe2ac6 ("ci : use new 1vCPU runner for
lightweight jobs (#19107)").
The motivation for this is that the action used in the workflow depends
on the docker daemon, which does not seem not available in the
ubuntu-slim runner. This is currently causing an error in the workflow
and preventing the gguf-publish workflow from running successfully.
Today was the the first time since the original change (I think) that
publish task has been run which may be why the issue was not noticed
before.
Refs: https://github.com/ggml-org/llama.cpp/actions/runs/22481900566
* Update build command to build llama-* tools not just ggml-hip
* Update rocWMMA headers to 7.2
* Add GFX1150 target
* Correct library paths for AMD libraries in 26.Q1
* ci : add metal server workflows
* cont : try fix python init
* cont : move to a separate workflow that runs only on master
* cont : fix num jobs
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
---------
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
* graph : avoid branches between embedding and token inputs
* models : make deepstack graphs (e.g. Qwen3 VL) have constant topology
* ci : enable -DGGML_SCHED_NO_REALLOC=ON for server CI
* cont : pad token embeddings to n_embd_inp
* CANN: fix an issue where get_env was not fully renamed
* ci: add cann with acl group
* ci: define use_acl_graph using GitHub Action
* ci: update cann dockerfile with acl graph
* ci, tests : use cmake to download models and remove libcurl dependency
* llama_dl_model -> llama_download_model
* use EXPECTED_HASH for robust model downloading
* Move llama_download_model to cmake/common.cmake
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
* FlashAttention (#13)
* Add inplace softmax
* Move rms_norm to split row approach
* Update debug for supports_op
* clean up debug statements
* neg f16xf32xip builds and runs, havent actually ran a model that uses neg kernel yet though
* neg passes backend test
* unary operators pass ggml tests
* rms_norm double declaration bug atoned
* abides by editor-config
* removed vestigial files
* fixed autoconfig
* All operators (inlcluding xielu) working
* removed unnecesarry checking if node->src[1] exists for unary operators
* responded and dealt with PR comments
* implemented REPL_Template support and removed bug in unary operators kernel
* formatted embed wgsl and ggml-webgpu.cpp
* Faster tensors (#8)
Add fast matrix and matrix/vector multiplication.
* Use map for shader replacements instead of pair of strings
* Wasm (#9)
* webgpu : fix build on emscripten
* more debugging stuff
* test-backend-ops: force single thread on wasm
* fix single-thread case for init_tensor_uniform
* use jspi
* add pthread
* test: remember to set n_thread for cpu backend
* Add buffer label and enable dawn-specific toggles to turn off some checks
* Intermediate state
* Fast working f16/f32 vec4
* Working float fast mul mat
* Clean up naming of mul_mat to match logical model, start work on q mul_mat
* Setup for subgroup matrix mat mul
* Basic working subgroup matrix
* Working subgroup matrix tiling
* Handle weirder sg matrix sizes (but still % sg matrix size)
* Working start to gemv
* working f16 accumulation with shared memory staging
* Print out available subgroup matrix configurations
* Vectorize dst stores for sg matrix shader
* Gemv working scalar
* Minor set_rows optimization (#4)
* updated optimization, fixed errors
* non vectorized version now dispatches one thread per element
* Simplify
* Change logic for set_rows pipelines
---------
Co-authored-by: Neha Abbas <nehaabbas@macbookpro.lan>
Co-authored-by: Neha Abbas <nehaabbas@ReeseLevines-MacBook-Pro.local>
Co-authored-by: Reese Levine <reeselevine1@gmail.com>
* Comment on dawn toggles
* Working subgroup matrix code for (semi)generic sizes
* Remove some comments
* Cleanup code
* Update dawn version and move to portable subgroup size
* Try to fix new dawn release
* Update subgroup size comment
* Only check for subgroup matrix configs if they are supported
* Add toggles for subgroup matrix/f16 support on nvidia+vulkan
* Make row/col naming consistent
* Refactor shared memory loading
* Move sg matrix stores to correct file
* Working q4_0
* Formatting
* Work with emscripten builds
* Fix test-backend-ops emscripten for f16/quantized types
* Use emscripten memory64 to support get_memory
* Add build flags and try ci
---------
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
* Remove extra whitespace
* Move wasm single-thread logic out of test-backend-ops for cpu backend
* Disable multiple threads for emscripten single-thread builds in ggml_graph_plan
* Refactored pipelines and workgroup calculations (#10)
* refactored pipelines
* refactored workgroup calculation
* removed commented out block of prior maps
* Clean up ceiling division pattern
---------
Co-authored-by: Neha Abbas <nehaabbas@eduroam-169-233-141-223.ucsc.edu>
Co-authored-by: Reese Levine <reeselevine1@gmail.com>
* Start work on flash attention
* Shader structure set up (many bugs still)
* debugging
* Working first test
* Working with head grouping, head sizes to 128, logit softcap, mask/sinks enabled, f32
* Generalize softmax to work with multiple subgroups, f16 accumulation, mask shared memory tiling
* Start work on integrating pre-wgsl
* Separate structs/initial shader compilation library into separate files
* Work on compilation choices for flashattention
* Work on subgroup matrix/tile size portability
* subgroup size agnostic online softmax
* Cleanups, quantization types
* more cleanup
* fix wasm build
* Refactor flashattention to increase parallelism, use direct loads for KV in somce cases
* Checkpoint
* formatting
* Update to account for default kv cache padding
* formatting shader
* Add workflow for ggml-ci webgpu
* Try passing absolute path to dawn in ggml-ci
* Avoid error on device destruction, add todos for proper cleanup
* Fix unused warning
* Forgot one parameter unused
* Move some flashattn computation to f32 for correctness
jianlins
Jianlin Shi
Masato Nakasaka
Ruben Ortlam
Johannes Gäßler
Daniel Bevenius
Slobodan Josic
Mario Limonciello
Sigbjørn Skjæret
Georgi Gerganov
Jeff Bolz
Aman Gupta
Zheyuan Chen
Todor Boinovski
Aaron Teo
Pádraic Slattery
Chenguang Li
Adrien Gallouët
Reese Levine
Ali Tariq