ggml-ci

* cmake: Simplify build-info.cpp generation

The rebuild of build-info.cpp still gets triggered when .git/index gets
changes.

* cmake: generate build-info.cpp in build dir

Update oneMath commit to merged PR uxlfoundation/oneMath#669
which adds SYCL-Graph support for recording CUDA BLAS commands.

With this change the `MUL_MAT` tests now pass on DPC++ CUDA backends with SYCL-Graph
enabled. Prior to this change, an error would be thrown.

```
$ GGML_SYCL_DISABLE_GRAPH=0 ./bin/test-backend-ops -b SYCL0 -o MUL_MAT -p type_a=f16,type_b=f32,m=16,n=1,k=256,bs=\\[1,1\\],nr=\\[2

UR CUDA ERROR:
        Value:           700
        Name:            CUDA_ERROR_ILLEGAL_ADDRESS
        Description:     an illegal memory access was encountered
        Function:        operator()
        Source Location: $HOME/dpcpp/unified-runtime/source/adapters/cuda/queue.cpp:154

Native API failed. Native API returns: 2147483646 (UR_RESULT_ERROR_UNKNOWN)
Exception caught at file:$HOME/llama.cpp/ggml/src/ggml-sycl/ggml-sycl.cpp, line:3598, func:operator()
SYCL error: CHECK_TRY_ERROR((stream)->wait()): Meet error in this line code!
  in function ggml_backend_sycl_synchronize at $HOME/llama.cpp/ggml/src/ggml-sycl/ggml-sycl.cpp:3598
$HOME/llama.cpp/ggml/src/ggml-sycl/../ggml-sycl/common.hpp:118: SYCL error
Could not attach to process.  If your uid matches the uid of the target
process, check the setting of /proc/sys/kernel/yama/ptrace_scope, or try
again as the root user.  For more details, see /etc/sysctl.d/10-ptrace.conf
ptrace: Operation not permitted.
No stack.
The program is not being run.
```

ggml-ci

Co-authored-by: dinhhuy <huy.dinh@brains-tech.co.jp>

* cmake: Add ability to pass in LLAMA_BUILD_NUMBER/COMMIT

* cmake: Pass on LLAMA_BUILD_* to GGML_BUILD_*

* batch : rework llama_batch_allocr

ggml-ci

* cont : move validation inside class

ggml-ci

* cont : move output counting to class

ggml-ci

* cont : minor

ggml-ci

* batch : add TODOs

ggml-ci

* Update multimodal.md

* Update multimodal.md

* batch : add LLAMA_BATCH_DEBUG environment variable

ggml-ci

* cont : improve seq_id display

* vocab : prevent integer overflow during load

* Add static cast and GGML_ABORT

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

ggml-ci

* compare llama-bench: add option to plot

* Address review comments: convert case + add type hints

* Add matplotlib to requirements

* fix tests

* Improve comment and fix assert condition for test

* Add back default test_name, add --plot_log_scale

* use log_scale regardless of x_values

Currently when a model generates output which looks like a tool call,
but is invalid an exception is thrown and not handled, causing the cli
or llama-server to bail. Instead, handle the chat parser exception and
simply return the generated text in such cases.

Signed-off-by: Piotr Stankiewicz <piotr.stankiewicz@docker.com>

* batch : verify multi-sequence input batches

ggml-ci

* cont : auto-gen positions + verify multi-seq input

ggml-ci

* cont : first print debug info, then perform validation

ggml-ci

* cont : fix position auto-gen + add comments

ggml-ci

ggml-ci

* readme : add hot PRs

* cont

* readme : update title

* readme : hot PRs links

* cont

**Important**
LFM2 was [merged ](huggingface/transformers#39340 transformers, but has not yet been released.
To convert into gguf, install transformers from source
```shell
pip install "transformers @ git+https://github.com/huggingface/transformers.git@main"
```

* vulkan: allow unclamped loads in coopmat2 mul_mat_id shader

* vulkan: increase coopmat2 mul_mat_id tile size

* vulkan: optimize mat_mul_id row_ids search to batch loads, and port to coopmat1 path

* vulkan: use smaller FA row size when head size is large. applies to both scalar and CM2 paths (CM1 isn't used due to shared memory limits)

* vulkan: support SET_ROWS

Add variants of the copy_to_quant shader that do the SET_ROWS operation.
Change these shaders to spread the work across the workgroup.
The memory access pattern is probably not great (one thread per quant block),
but should be fine for now.

* vulkan: optimize set_rows

Larger workgroups for non-quant types.
Set "norepeat" (there is manual repeat logic).
Use fastmod.

ggml-ci

ggml-ci

ggml-ci

ggml-ci

* CUDA: add set rows for f32 and f16

* Review: change kernel params, use strides from host

* Use 1-d kernel

* Review: use int64_t for blockDim.x, rename nb->s for clarity

* readme : add LFM2 to models section

* fix copy paste...

ggml-ci

* llama : add jinja template for rwkv-world

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Update convert_hf_to_gguf.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

---------

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* SYCL: Use 1D kernel for set_rows

* Remove dangling comment

* Refactor and use ceil_div

* scripts: benchmark for HTTP server throughput

* fix server connection reset

Remove un-necessary templates from class definition and packing functions
Reduce deeply nested conditionals, if-else switching in mnapck function
Replace repetitive code with inline functions in Packing functions

2 ~ 7% improvement in Q8 Model
15 ~ 50% improvement in Q4 Model

Signed-off-by: Shalini Salomi Bodapati <Shalini.Salomi.Bodapati@ibm.com>

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>