RotaryPositionEmbedding on CANN fails when src and dst share the same
non-contiguous buffer (inplace + view), because the operator overwrites
source data before it is fully read.
Add a branch that detects this case and uses contiguous temporary
buffers: copy src to temp, run ROPE into another temp, then copy back
to the non-contiguous dst. Fixes 20 failing ROPE tests (f32, v=1,
inplace=1).
Signed-off-by: noemotiovon <757486878@qq.com>
- Allow FLASH_ATTN_EXT when head dimension D is not a multiple of 16 by
padding Q/K/V to D_padded = GGML_PAD(D, 16), running FusedInferAttentionScoreV2,
then slicing the output back to D (ggml-cann.cpp + aclnn_ops.cpp).
- Fix aclnn_get_slope second-part offset: use ggml_type_size(dtype) instead of
sizeof(float) so ALiBi slopes are correct when dtype is F16 (e.g. GQA with
48 heads); fixes buffer overflow and large numerical errors in those cases.
* Add control vector functions to qwen3.5 and qwen-next models
* Add missing cvec compatibility to the rest of the models
* Adjust comments and formatting
* cleanup
* whitespace
---------
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
* Fix errors occurring on Windows
* Reverted fix
#20365 will take care of CRLF isue
* Changed to write to directly to stdin
* Prevent fclose to happen twice
Add element-wise unary ops needed by Qwen 3.5's DeltaNet linear
attention layers. These ops follow the existing unary-ops pattern
with VTCM DMA double-buffering.
- neg: negate via scale by -1.0
- exp: uses existing hvx_exp_f32 HVX intrinsics
- sigmoid: uses existing hvx_sigmoid_f32_aa HVX intrinsics
- softplus: log(1 + exp(x)) scalar fallback
- CONT reuses the existing CPY infrastructure since making a tensor
contiguous is equivalent to a same-type copy.
- REPEAT implements tiled memory copy with multi-threaded execution via
the worker pool, supporting f32 and f16 types. The kernel parallelizes
across output rows and uses memcpy for each tile.
Co-authored-by: Max Krasnyansky <maxk@qti.qualcomm.com>
* kleidiai : fix MUL_MAT support for batched (3D) inputs
The supports_op() check incorrectly rejected MUL_MAT operations with 3D
inputs (ne[2] > 1), but the actual compute_forward_qx() implementation
handles batched inputs correctly via a loop over ne12.
This caused models with Q4_0/Q8_0 weights to crash during graph scheduling
when n_seq_max > 1, because weights were placed in KLEIDIAI buffers during
loading (tested with 2D inputs) but the runtime used 3D inputs.
Also relax the buffer check to allow supports_op() to be called during
weight loading when src[0]->buffer is NULL.
Fixes#20608
* Kleidiai support_ops should only return true for 3D inputs, not also 4D
* vulkan: avoid graphics queue on non-RADV AMD drivers
* avoid graphics queues on small GPUs
* change to only use graphics queue if overridden with env var GGML_VK_ALLOW_GRAPHICS_QUEUE
* reenable transfer queue if graphics queue is not used
* kleidiai: add data type check to get_tensor_traits
* Added check for F16 data type into get_tensor_traits path with input data
not in ggml_backend_cpu_kleidiai_buffer_type format (unsupported for Q4/8)
Signed-off-by: Martin Klacer <martin.klacer@arm.com>
Change-Id: I9aca4b9b8d669d35db6f1dbcc4e080b1919b1de7
* updated ggml/src/ggml-cpu/kleidiai/kleidiai.cpp
updated kleidiai.cpp file as per suggestion
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
---------
Signed-off-by: Martin Klacer <martin.klacer@arm.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* webui: fix model selector being locked to first loaded model
When multiple models are loaded, the auto-select effect would re-fire
on every loadedModelIds change, overriding the user's manual model
selection. Guard with selectedModelId so auto-select only kicks in
when no model is chosen yet.
* chore: update webui build output
* webui: use date in exported filename
Move conversation naming and export to utils
update index.html.gz
* webui: move literals to message export constants file
* webui: move export naming and download back to the conversation store
* chore: update webui build output
* webui: add comments to some constants
* chore: update webui build output
Kevin Hannon
Chenguang Li
Masashi Yoshimura
Michael Grau
Sigbjørn Skjæret
crsawyer
Reese Levine
Shaw Nguyen
Georgi Gerganov
Julien Chaumond
Pop Flamingo
Masato Nakasaka
Aldehir Rojas
Aaron Teo
Aleksander Grygier
uvos
Andreas Obersteiner
Krishna Sridhar
Ruben Ortlam
Piotr Wilkin (ilintar)
Taimur Ahmad
Justin Bradford
Neo Zhang
Xuan-Son Nguyen
Martin Klacer
David366AI
Pascal
Aman Gupta
Woof Dog