* test-save-load-state : print a per-model results table in --models mode
in --models mode the output was very heavy: every model printed its
token dumps, per-test headers and PASS lines. instead, silence all
logging except the table itself (common_log_set_verbosity_thold(0)
leaves only LOG / LOG_LEVEL_OUTPUT) and print one row per model with
one column per test, colored PASS/FAIL/SKIP cells, row by row.
- run_save_load_tests_for_model returns a test_suite with a dynamic
std::vector<test_status> and continues past failures: tests 3-5 are
SKIPped when the baseline (test 1) fails, model init failure skips all
- per-test token dumps, test headers and PASS lines are demoted to
LOGV(LOG_LEVEL_INFO, ...) so they still show in single-model mode
- the table header/rows derive their columns from test_names; the
model name is printed and flushed before the suite runs so the model
currently in flight is always visible
- single-model output and exit codes are unchanged
Assisted-by: pi:llama.cpp/Qwen3.8-27B
* test-save-load-state : print example usage on -h
add a print_usage callback passed to common_params_parse, so -h/--help
also shows example commands for the tool-specific --models option and
the -lv verbosity level
Assisted-by: pi:llama.cpp/Qwen3.8-27B
* test-save-load-state : remove comments
ref: https://github.com/ggml-org/llama.cpp/pull/29316
Assisted-by: pi:llama.cpp/Qwen3.8-27B
make-release-desc.sh now emits "Changelog since [vX.Y.Z](<repo>/releases/tag/vX.Y.Z)"
instead of a plain version string, so the release notes link back to the previous release.
The repo URL is derived from the origin remote (SSH or HTTPS); if it cannot be
resolved (local run without origin), the title falls back to plain text.
Assisted-by: pi:llama.cpp/Qwen3.8-27B
Resolve the target arch with get_model_architecture so vision targets
(e.g. Lfm2VlForConditionalGeneration) map to their text model for the vocab.
Fix double rope reorder for LFM2/LFM2.5 DSpark drafters
* tests: add backend option to test-llama-archs
* Update tests/test-llama-archs.cpp
Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
* remove extra space
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Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
Restore get_cache_directory() as fs::path as string() can be lossy on Windows
Partially reverts #29125
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
ggml_conv_1d_dw builds its im2col as f32 when the kernel is bf16, then
multiplies the two, so a depthwise convolution over bf16 weights asks
for kernel_mul_mv_f32_bf16, which was never instantiated. The base, the
_4 and the _short families are filled in next to their bf16 neighbours,
inside the same runtime guard, so a device without bf16 support is
unaffected.
* CUDA: enable sparse-fa for dsv4 prefill (again)
* CUDA: unroll the query loop of the sparse mask scan
The query loop of flash_attn_mask_to_sparse_indices has a runtime trip
count, which keeps the unrolled scan over the values of a lane from
issuing its loads together. Template the kernel on ncols1 so the loop
is bounded at compile time: batch one decodes compile to straight line
code and the scan drops from 46 to 17 us at 49k columns on sparse
decode shapes.
* CUDA: pick the out of bounds check of the sparse mask scan in host code
The query loop of the ncols1 == 8 scan keeps a runtime bound and an
early exit, so it does not unroll past its first iteration. Template the
kernel on whether the last group of queries is partial, decided on the
host from n_queries, and hoist the column bound out of the loop: the
loop becomes straight line code and the batched sparse op at 49k
context drops from 586 to 244 us.
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Co-authored-by: Pascal <admin@serveurperso.com>
* jinja : parse unary +/- before variables
Lexer already emits unary_operator for -n / +n, and runtime executes
unary -. Parse them at multiplicative precedence so slices like
items[:-n] and GigaChat indent[:-indent_factor] work.
* jinja : keep filters/tests outside unary operands
Unary +/- must bind only the primary/postfix operand so -n|abs is
(-n)|abs, not -(n|abs). Add unary + and filter/test regression coverage.
Signed-off-by: sinksilk <785976238@qq.com>
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Signed-off-by: sinksilk <785976238@qq.com>
The OpenAI chat completions API specifies content part type "video_url"
with a {"url": ...} object, and clients typically send data: URIs
(e.g. data:video/mp4;base64,...). The llama-server only accepted the
non-standard "input_video" type and rejected data: URIs for video
(accept_base64_uri=false), so any OpenAI-conformant client failed with
"unsupported content[].type" or "Invalid uri format".
- accept "video_url" as an alias of "input_video"
- read the media object from whichever key was used
- allow data: URIs for video (data:video/*), as already done for images
This commit adds a new recipe/target to the Makefile which allows the
logits verification to be run on pre-existing model outputs.
The motivation for this is that for large models it can take a long time
to run them models, and especially for the original model which seldom
changes this is very time consuming. With this change we can run the
original model one which will store the tokens and logits, and then
manually run the converted model and the run use this recipe to verify
them against the orignal model.
* dspark: add Gemma 4 draft support
Add GGUF conversion and runtime support for full-attention and SWA Gemma 4
DSpark drafts, including tied output weights and boolean backbone metadata.
Assisted-by: Codex
* dflash: infer Gemma draft features from metadata
* vulkan: optimize IQ4_XS matmul kernels
Assisted-by: OpenAI Codex
* vulkan: address IQ4_XS review nits
- drop the dead LOAD_VEC_A != 8 branch in the IQ4_XS shmem load; iq4_xs is
in lut_load_vec_a()'s "8" list, so that path is never generated
- disable MMVQ for IQ4_XS on Intel (27.3% tg regression on A770)
- remove a stray empty line in types.glsl
Assisted-By: Claude Opus 5 <noreply@anthropic.com>
Since #28732 our internal symbols are exported. A duplicate copy dlopened and
dlclosed by ggml_backend_load_all() then interposes them, so its destructors
destroy the live vk_instance and later device queries hit the GGML_ASSERT on
vk_instance.device_indices. Hidden visibility exports only GGML_BACKEND_API,
as before #28732.
Fixes#29138
Assisted-by: henk:claude-fable-5
Avoid returning references through lambdas that hold a local cast pointer, which triggers -Werror=dangling-reference in some CI compilers. Reuse the precomputed select_expr pointer directly.
Assisted-by: pi:llama.cpp/DeepSeek-V4-Flash-Vision-Exp
* server: route every model load through the queue
A model loaded by the fast path has no queue entry, so tick() evicts
it at its LOADED transition before its own request is proxied. Every
load now joins the queue, whose entry protects the model until its
waiters leave.
* server: do not admit requests into a stopping model
A request for a model that is being stopped still sees it LOADED and
is proxied into the dying child. Such a request now joins the queue
and is served by the next instance. The stopping mark is cleared
under the same lock that sets UNLOADED, so no request can see a
model that is neither stopping nor unloaded while its child is gone.
* vulkan : Intel FA kernel optimization for split k path
* vulkan : Host code update for Intel split k FA kernel path selection, fix A770 Linux op test failures
* vulkan : use symmetric coopMatMulAdd() in flash_attn_decode_phase_1 shader to resolve test op failre on A770 Linux with 26.2.3 mesa driver
* vulkan : fix editorconfig issue in flash_attn_decode_phase_2.comp
---------
Co-authored-by: Liu, Russell <russell.liu@intel.com>
* metal : gate mul_mm_id src1 rescale behind ggml_prec
Assisted-by: Claude Fable 5.1
* ggml-webgpu: reject MUL_MAT_ID when src1 precision is F32
* cuda/vulkan: reject MUL_MAT_ID in supports_op when src1 prec is F32
fix `supports_op` to return false for failing backends when the specified src1 precision is f32
Assisted-by: Claude Fable 5.1
---------
Co-authored-by: yomaytk <yoshimura.masashi.frbs@gmail.com>
Adrien Gallouët