Commit Graph

7565 Commits

Author SHA1 Message Date
Tim Neumann 382808c14b
ci : re-enable rocm build on amd64 (#18439)
This was disabled in #9340 due to compiler crash, but seems to build now as confirmed by the latest comments in #11913.

I've also managed to build the image with `docker build -f .devops/rocm.Dockerfile .` (for all three stages, `full`, `server` and `light`).

A quick attempt at trying to build an arm64 image failed. Since none of the other images are build for arm, I only enabled the amd64 one.

The `runs_on` option was added to match the other entries.
2025-12-29 00:29:23 +01:00
uvos 4ffc47cb20
HIP: Use mmq on MFMA devices for MUL_MAT_ID in cases where a lot of splits would be generated (#18202) 2025-12-28 20:12:55 +01:00
momonga 9c675c7140
model : Plamo3 support (#17304)
* plamo3

* fix plamo3

* clean code

* clean up the code

* fix diff

* clean up the code

* clean up the code

* clean up the code

* clean up the code

* clean up the code

* clean up the code

* add chat_template if exist

* clean up the code

* fix cpu-backend

* chore: whitespace trim fix + typo fix

* Fix: address review feedback

* restore `FREQ_BASE_SWA` constant

* Fix: address review feedback2

* Fix:typecheck

* Fix: address review feedback3

* final cleanup

---------

Co-authored-by: mmngays <146910567+mmngays@users.noreply.github.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-12-28 17:28:31 +01:00
Aman Gupta 07a0c4ba92
Revert "ggml-cuda: use CMAKE_CUDA_ARCHITECTURES if set when GGML_NATIVE=ON (#18413)" (#18426) 2025-12-28 20:53:36 +08:00
o7si 60f17f56da
rpc: fix segfault on invalid endpoint format (#18387)
* rpc: fix segfault on invalid endpoint format

* rpc: add error log for failed endpoint connection
2025-12-28 12:34:41 +02:00
Johannes Gäßler f8d561eb87
llama-fit-params: fix step size for last device (#18415) 2025-12-28 10:52:09 +01:00
Johannes Gäßler e59efe6a78
github: update issue templates [no ci] (#18410)
* github: update issue templates [no ci]

* Apply suggestions from code review

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

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-12-28 10:50:56 +01:00
Xuan-Son Nguyen cffa5c46ea
mtmd: clarify that we no longer accept AI-generated PRs (#18406) 2025-12-28 09:57:04 +01:00
Boian Berberov 94de74e7b1
cmake: Added more x86_64 CPU backends when building with `GGML_CPU_ALL_VARIANTS=On` (#18186)
* minor: Consolidated `#include <immintrin.h>` under `ggml-cpu-impl.h`

* cmake: Added more x86-64 CPU backends when building with `GGML_CPU_ALL_VARIANTS=On`

- `ivybridge`
- `piledriver`
- `cannonlake`
- `cascadelake`
- `cooperlake`
- `zen4`

Resolves: #17966
2025-12-28 09:33:29 +02:00
QDelta 4fd59e8427
ggml-cuda: use CMAKE_CUDA_ARCHITECTURES if set when GGML_NATIVE=ON (#18413) 2025-12-28 09:33:14 +08:00
lhez 08566977a7
opencl: allow resizing transpose buffers (#18384)
* opencl: allow resizing transpose buffers instead of using fixed sizes

* opencl: remove commented code
2025-12-27 15:51:14 -08:00
Johannes Gäßler a4bf35889e
llama-fit-params: fix overflow check (#18354) 2025-12-27 20:20:45 +01:00
Johannes Gäßler 026d2ad472
llama: fix magic number of 999 for GPU layers (#18266)
* llama: fix magic number of 999 for GPU layers

* use strings for -ngl, -ngld

* enacapsulate n_gpu_layers, split_mode
2025-12-27 20:18:35 +01:00
Aman Gupta 06705fdcb3
ggml-cuda: Use same regex for GGML_NATIVE=OFF (#18407) 2025-12-27 19:56:27 +08:00
Johannes Gäßler a52dc60ba3
llama_fit_params: return enum for fail vs. error (#18374) 2025-12-27 09:59:19 +01:00
Johannes Gäßler 9045c9afe5
llama-fit-params: fix Gemma 3 calculation (#18372) 2025-12-27 09:56:04 +01:00
Jeff Bolz c9ced4910b
vulkan: preprocess mul_mat_id experts and discard workgroups more quickly (#18352)
Run a preprocess to count how many times each expert is used, and use this to
quickly discard workgroups that aren't needed.
2025-12-26 16:12:58 -06:00
Jeff Bolz 7ac8902133
vulkan: optimize decodeFuncB in coopmat2 mul_mat_id shader (#18349)
* vulkan: Use BK=32 for coopmat2 mul_mat_id

* vulkan: optimize decodeFuncB in coopmat2 mul_mat_id shader

Disable robustness, remove the OOB check in decodeFuncB, and initialize the
row_ids to zero to avoid OOB access.

Don't slice/offset the B matrix to ic * BN, only to adjust the coord back down
to the range [0, BN) in decodeFuncB. Instead just slice with a row offset of
zero and remove the '& (BN - 1)'. This allows the compiler to common some of
the shared memory loads.
2025-12-26 18:15:50 +01:00
Jeff Bolz 9bf20d8ac3
vulkan: Use BK=32 for coopmat2 mul_mat_id (#18332) 2025-12-26 18:15:02 +01:00
Eve cb999704fb
vulkan: small dequantization improvements (#18380)
* iq4_xs

* quants
2025-12-26 18:12:11 +01:00
Jeff Bolz b96b82fc85
vulkan: Support UPSCALE w/antialias (#18327) 2025-12-26 17:00:57 +01:00
Jeff Bolz 10dc500bdb
vulkan: handle rope with large number of rows (#18306) 2025-12-26 16:53:46 +01:00
o7si 4893cc07bb
server : fix crash when seq_rm fails for hybrid/recurrent models (#18391)
* server : fix crash when seq_rm fails for hybrid/recurrent models

* server : add allow_processing param to clear_slot
2025-12-26 16:35:29 +01:00
Francisco Herrera af3be131c0
docs: added note for pre SYCL Intel hardware (#18016)
Specify that it's for pre sycl hardware
2025-12-26 10:34:30 +08:00
0Marble b07cda687c
CANN: implement the SSM_CONV operator (#17737)
* CANN: implement SSM_CONV operator

Co-authored-by: Aleksei Lobanov, <zeromarblectm@gmail.com>
Co-authored-by: Sujin Kang, <waterjin326@gmail.com>

* CANN: remove custom error limit for SSM_CONV

* CANN: merge SSM_CONV tensor shape/strides into one line

---------

Co-authored-by: Sujin Kang, <waterjin326@gmail.com>
2025-12-26 09:12:04 +08:00
Aman Gupta 85c40c9b02
ggml-cuda: fix regex for arch list (#18371)
* ggml-cuda: fix regex for arch list

* make regex exact
2025-12-26 01:35:14 +08:00
Aman Gupta 83b3b1c271
cuda: optimize cumsum cub path (#18362)
* cuda: optimize cumsum cub path

* remove heavy perf test
2025-12-25 23:55:38 +08:00
Aman Gupta b0fb0f0aee
ggml-cuda: fix blackwell native builds (#18361)
* ggml-cuda: fix blackwell native builds

Replace 12x in native architectures by 12xa

* replace for GGML_NATIVE=OFF too

* only replace for native

* remove 120f-virtual for default compilation

---------

Co-authored-by: Aman Gupta <aman>
2025-12-25 22:12:11 +08:00
Penglin Cai e68c19b0fd
CANN: Add support for CONV_TRANSPOSE_1D when kernel size > 255 (#17934)
* CONV_TRANSPOSE_1D kernel_size>255

* remove condition check

* fix the bug of type conversion

* removing trailing whitespaces

* fix: return true in the switch case
2025-12-25 16:46:09 +08:00
Aadeshveer Singh c54bba869d
ggml : optimize cuda cumsum fallback kernel (#18343) 2025-12-25 12:11:13 +08:00
Xuan-Son Nguyen f5acfb2ffa
server: (router) add stop-timeout option (#18350)
* server: (router) add stop-timeout option

* also allow stop while loading

* add docs

* unload_lru: also wait for unload to complete
2025-12-24 23:47:49 +01:00
Xuan-Son Nguyen 4cbafad4f0
model: support MiMo-V2-Flash (#18328)
* mimov2: convert ok

* rename mimov2 --> mimo2

* fix conversion

* runnable not incorrect

* use sink

* add_sliding_window_pattern

* add swa and per-layer n_head_kv

* correct params

* somewhat working

* correct gating func

* nits

* mimo2: wire RMS eps + MoE bias + converter guards

* add co-author

Co-authored-by: Aaryan-Kapoor <Aaryan-Kapoor@users.noreply.github.com>

* use add_rope_freq_base_swa

---------

Co-authored-by: Aaryan Kapoor <aaryankapoor2006@gmail.com>
Co-authored-by: Aaryan-Kapoor <Aaryan-Kapoor@users.noreply.github.com>
2025-12-24 23:07:08 +01:00
Aadeshveer Singh c184284230
fit-params : fix race condition in fit-params output (#18276) 2025-12-24 15:57:38 +01:00
Aman Gupta c8a2417d7b
CUDA: experimental native mxfp4 support for blackwell (#17906)
* CUDA: experimental native mxfp4 support for blackwell

* optimize load_tiles

* optimize quantize_mxfp4

* cleanup

* first pass review: formatting

* use interleaved layout for mma

* mmq: add assert for size

* use __nv_fp4x4_e2m1

* use iter_k as 512, cleanup

* Use 1200 as blackwell instead of 1000

* address review comments

* mmq: fix stride

* quantize.cu: use reference impl of e8m0 scale

* address review comments

* add 120f-virtual + minor fixes

---------

Co-authored-by: Aman Gupta <aman>
2025-12-24 22:28:26 +08:00
Saba Fallah 54132f1b1f
model : support for LlamaBidirectionalModel architecture (#18220)
* model: llama-embed-nemotron

* minor: python lint

* changed arch-name

* templated llm_build_llama to be used for both llama and llama-embed arch
2025-12-24 14:02:36 +01:00
Jeff Bolz 2a9ea2020c
vulkan: fix command buffer corruption in ggml_backend_vk_event_wait (#18302) 2025-12-24 12:36:34 +01:00
Wang Weixuan ce7a6dc0fc
CANN : refactor ACL graph cache (#17752)
Move the graph property checking code into methods of LRU cache.

Signed-off-by: Wang Weixuan <wangweixvan@gmail.com>
2025-12-24 17:50:24 +08:00
Jesse Ikonen 1ce0126b18
docs: Fix typos in SYCL documentation (#18269) 2025-12-24 17:19:47 +08:00
Ruben Ortlam 7f459c98e7
vulkan: use fewer FA rows for small cache runs (#18280) 2025-12-24 08:59:14 +01:00
TianHao324 cf2ffc02bc
CANN: Uses yarn_ramp cache in ROPE (#17725) 2025-12-24 14:55:33 +08:00
ddh0 10355dc7d0
common: add `LLAMA_ARG_OVERRIDE_TENSOR` env var for `-ot` arg (#18267) 2025-12-24 14:19:12 +08:00
Xuan-Son Nguyen 5ee4e43f26
server: return_progress to also report 0% processing state (#18305) 2025-12-23 21:49:05 +01:00
Pascal 5b6c9bc0f3
webui: apply webui_settings on first load (#18223)
* webui: apply webui_settings on first load

The webui_settings from /props were not applied on initial load
when default_generation_settings.params was null

Now syncs whenever serverProps is available, regardless of params,
works for both single-model and router modes

* chore: update webui build output
2025-12-23 15:48:03 +01:00
Xuan-Son Nguyen 849d021104
server: fix crash with model not having BOS/EOS (#18321) 2025-12-23 14:39:36 +01:00
Daniel Bevenius 8e3ead6e4d
model-conversion : add device option to run-org-model.py (#18318)
* model-conversion : add device option to run-org-model.py

This commit refactors the `run-org-model.py` script to include a
`--device` argument, to allow users to specify the device on which to
run the model (e.g., cpu, cuda, mps, auto).
It also extracts a few common functions to prepare for future changes
where some code duplication will be removed which there currently
exists in embedding scripts.

The Makefile is also been updated to pass the device argument, for
example:
```console
(venv) $ make causal-verify-logits DEVICE=cpu
```

* fix error handling and remove parser reference

This commit fixes the error handling which previously referenced an
undefined 'parser' variable.
2025-12-23 14:07:25 +01:00
Chris Rohlf 12ee1763a6
rpc : add check for rpc buffer type (#18242) 2025-12-23 11:56:49 +02:00
nullname ed75977717
ggml-hexagon: create generalized functions for cpu side op (#17500)
* refactor: replace ggml_hexagon_mul_mat with template-based binary operation for improved flexibility

* refactor: replace ggml_hexagon_mul_mat_id with template-based binary operation for improved flexibility

* refactor: initialize buffer types and streamline dspqueue_buffers_init calls for clarity

* add comment

* refactor: remove redundant buffer checks in hexagon supported operations

* wip

* add missing include to fix weak symbol warning

* add ggml_hexagon_op_generic

* refactor: simplify tensor operation initialization and buffer management in hexagon implementation

* refactor: streamline hexagon operation initialization and buffer management

* refactor: update function signatures and streamline request handling in hexagon operations

* wip

* ggml-hexagon: clean up code formatting and improve unary operation handling

* wip

* rename

* fix: add support for permuted F16 tensors and enhance quantization checks in matrix operations

* refactor: replace ggml_hexagon_mul_mat with template-based binary operation for improved flexibility

refactor: replace ggml_hexagon_mul_mat_id with template-based binary operation for improved flexibility

refactor: initialize buffer types and streamline dspqueue_buffers_init calls for clarity

refactor: remove redundant buffer checks in hexagon supported operations

add missing include to fix weak symbol warning

add ggml_hexagon_op_generic

refactor: simplify tensor operation initialization and buffer management in hexagon implementation

refactor: streamline hexagon operation initialization and buffer management

refactor: update function signatures and streamline request handling in hexagon operations

ggml-hexagon: clean up code formatting and improve unary operation handling

fix: add support for permuted F16 tensors and enhance quantization checks in matrix operations

# Conflicts:
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp

* hexagon: fix merge conflicts

* hexagon: minor cleanup for buffer support checks

* hexagon: factor out op_desc and the overal op logging

* hexagon: further simplify and cleanup op dispatch logic

* snapdragon: update adb scripts to use llama-cli and llama-completion

* fix pipeline failure

---------

Co-authored-by: Max Krasnyansky <maxk@qti.qualcomm.com>
2025-12-22 23:13:24 -08:00
Daniel Bevenius 847c35f7d5
model-conversion : add trust_remote_code for embedding scripts (#18288)
This commit adds the trust_remote_code=True parameter when loading
models and configurations in the embedding model conversion scripts.
It also adds a cast to float for models that might use a data type that
is not supported by python, for example bfloat16.

The motivation for this is that some models may require custom code to
be executed during loading, and setting trust_remote_code to True avoids
getting prompted for confirmation.

Future work will consolidate the embedding conversion scripts with the
causal conversion scripts to avoid code duplication. But in the mean
time it would be nice to have this fix in place.
2025-12-23 07:27:37 +01:00
Neo Zhang a6a552e4ec
[SYCL] replace llama-cli by llama-completion to rm the impact to test script (#18290)
* replace llama-cli by llama-completion to rm the impact to test script

* Update examples/sycl/run-llama2.sh

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

* Update examples/sycl/run-llama2.sh

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

* Update examples/sycl/run-llama3.sh

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

* Update examples/sycl/run-llama3.sh

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

* Update examples/sycl/win-run-llama2.bat

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

* Update examples/sycl/win-run-llama3.bat

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

---------

Co-authored-by: Neo Zhang Jianyu <jianyu.zhang@intel.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-12-23 12:59:12 +08:00
Alessandro98-git 96e33a814e
model : fix div-by-zero for Nemotron V2 (#18309)
* llama-model : fix Nemotron V2 crash by moving MoE parameters calculation

* remove whitespace

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-12-23 03:04:57 +01:00