Commit Graph

7754 Commits

Author SHA1 Message Date
Georgi Gerganov 0d85c5ca22
tests : add more top_k tests 2026-01-01 20:17:11 +02:00
Georgi Gerganov 435c96709b
llama : assert at most one output token per sequence 2025-12-31 17:51:42 +02:00
Georgi Gerganov 4c3d5422ad
minor : add comments + some cleanup 2025-12-31 16:59:42 +02:00
Georgi Gerganov 791ecb94ff
sampling : zero-initialize input buffers 2025-12-30 20:12:49 +02:00
Georgi Gerganov c5de75989e
Merge branch 'master' into HEAD 2025-12-30 16:36:58 +02:00
Georgi Gerganov 588299c20c
server : remove printfs 2025-12-30 16:33:01 +02:00
Georgi Gerganov 610e50a17d
sampling : fix reshapes 2025-12-30 16:32:32 +02:00
Georgi Gerganov 5d2156e893
ci : add server workflow with backend sampling 2025-12-30 16:32:14 +02:00
Jay Zenith c32fa21db8
sampling: reuse token data buffer in llama_sampler_sample (#18365)
* sampling: reuse token data buffer in llama_sampler_sample

* move cur buffer before timing section, after samplers

* minor : fix build

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-12-30 16:27:49 +02:00
Jeff Bolz f14f4e421b
server: fix files built redundantly (#18474) 2025-12-30 13:11:13 +01:00
Charles Xu 2d6c00a9b8
kleidiai: add and integrate SVE 256-bit vector-length kernel (#18458)
* kleidiai: add and integrate SVE 256-bit vector-length kernel

* updated for review comments
2025-12-30 14:04:53 +02:00
Georgi Gerganov 23e8bb4077
arg : add shorthand for --backend-sampling 2025-12-30 13:56:22 +02:00
Aman Gupta d77d7c5c06
CUDA: add log line when mxfp4 acceleration is used (#18483)
* CUDA: add log line when mxfp4 acceleration is used

* add in backend_get_features
2025-12-30 17:40:46 +08:00
Daniel Bevenius a864fb1c14
model-conversion : use CONVERTED_MODEL for compare-embeddings (#18461)
This commit updates the causal model verification script to use the
CONVERTED_MODEL environment variable instead of using the MODEL_PATH
(the original model path) as the basis for the converted model file
name.

The motivation for this that currently if the converted model file name
differs from the original model directory/name the verification script
will look for the wrong .bin file that was generating when running
the converted model.

This similar to the change made for the embeddings models script in
Commit db81d5ec4b ("model-conversion :
use CONVERTED_EMBEDDING_MODEL for embedding_verify_logits (#18079)"),
but we also verify the embeddings of for causal models as well.
2025-12-30 10:13:12 +01:00
Daniel Bevenius ebfe545cf9
Merge remote-tracking branch 'upstream/master' into backend-sampling 2025-12-30 07:59:02 +01:00
Xuan-Son Nguyen 51a48720b8
webui: fix prompt progress ETA calculation (#18468)
* webui: fix prompt progress ETA calculation

* handle case done === 0
2025-12-29 21:42:11 +01:00
Pascal c9a3b40d65
Webui/prompt processing progress (#18300)
* webui: display prompt preprocessing progress

* webui: add percentage/ETA and exclude cached tokens from progress

Address review feedback from ngxson

* webui: add minutes and first chunk (0%) case

* Update tools/server/webui/src/lib/components/app/chat/ChatMessages/ChatMessageAssistant.svelte

Co-authored-by: Aleksander Grygier <aleksander.grygier@gmail.com>

* Update tools/server/webui/src/lib/components/app/chat/ChatMessages/ChatMessageAssistant.svelte

Co-authored-by: Aleksander Grygier <aleksander.grygier@gmail.com>

* webui: address review feedback from allozaur

* chore: update webui build output

* webui: address review feedback from allozaur

* nit

* chore: update webui build output

* feat: Enhance chat processing state

* feat: Improve chat processing statistics UI

* chore: update webui build output

* feat: Add live generation statistics to processing state hook

* feat: Persist prompt processing stats in hook for better UX

* refactor: Enhance ChatMessageStatistics for live stream display

* feat: Implement enhanced live chat statistics into assistant message

* chore: update webui build output

* fix: Proper tab for each stage of prompt processing/generation

* chore: update webui build output

* fix: Improved ETA calculation & display logic

* chore: update webui build output

* feat: Simplify logic & remove ETA from prompt progress

* chore: update webui build output

---------

Co-authored-by: Aleksander Grygier <aleksander.grygier@gmail.com>
2025-12-29 19:32:21 +01:00
Johannes Gäßler 0bd1212a43
CUDA: fix replacment of bad archs in CMake (#18457) 2025-12-29 17:58:20 +01:00
wbtek 5b1248c9af
server : Cmdline arg -to changes http read timeout from current 600sec default (#18279)
* Prevent crash if TTFT >300sec, boosted to 90 days

* server : allow configurable HTTP timeouts for child models

* server : pass needed timeouts from params only

---------

Co-authored-by: Greg Slocum <fromgit@wbtek.slocum.net>
2025-12-29 17:12:48 +01:00
Xuan-Son Nguyen 3595ae5963
contributing: tighten AI usage policy (#18388)
* contributing: tighten AI usage policy

* refactor AGENTS.md

* proofreading

* update contributing

* add claude.md

* add trailing newline

* add note about dishonest practices

* rm point about dishonest

* rm requirement watermarking

* add .gemini/settings.json

* allow initially AI-generated content

* revise

* Update CONTRIBUTING.md

Co-authored-by: Johannes Gäßler <johannesg@5d6.de>

* improve

* trailing space

* Apply suggestions from code review

Co-authored-by: Johannes Gäßler <johannesg@5d6.de>

* update

---------

Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
2025-12-29 16:01:32 +01:00
Naco Siren c1366056f6
android: routine maintenance - Dec 2025 (#18338)
* Fix `msg` typo

* Fix thread safety in destroy() to support generation abortion in lifecycle callbacks.

* UI polish: stack new message change from below; fix GGUF margin not in view port

* Bug fixes: rare racing condition when main thread updating view and and default thread updating messages at the same time; user input not disabled during generation.

* Bump dependencies' versions; Deprecated outdated dsl usage.
2025-12-29 15:51:13 +02:00
Georgi Gerganov 2a85f720b8
server : handle closed connection for tasks (#18459) 2025-12-29 15:34:41 +02:00
Daniel Bevenius 7cbec34a63
model-conversion : add device option to embd run orig model (#18386)
This commit refactors the original model embedding script to include a
device selection option. Users can now specify the device (cpu, cuda,
mps, auto) via command-line arguments. It also refactors the code to be
more structured.
2025-12-29 13:37:02 +01:00
Héctor Estrada Moreno 0c8986403b
retrieval : use at most n_seq_max chunks (#18400) 2025-12-29 13:21:13 +02:00
o7si daa242dfc8
common: fix return value check for setpriority (#18412)
* common: fix return value check for setpriority

* tools: add logging for process priority setting
2025-12-29 11:07:49 +02:00
Johannes Gäßler e70e640db3
CUDA: Blackwell features for non-native builds (#18436) 2025-12-29 09:35:42 +01:00
Aman Gupta 5fa66c6e67
cuda: fix race condition in cumsum (#18448)
* ggml-cuda: fix race condition in cumsum

* remove unneccesary sync_threads
2025-12-29 14:07:17 +08:00
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
Daniel Bevenius 060c0a585e
ggml : include cub/cub.cuh instead of block_scan.cuh
This commit updates the include directive in cumsum.cu to use
cub/cub.cuh instead of cub/block/block_scan.cuh.

The motivation of this change is that without it compilation fails
with the following error:
```console
/llama.cpp/ggml/src/ggml-cuda/cumsum.cu(196): error: name followed by "::" must be a class or namespace name
      cub::DeviceScan::InclusiveSum(nullptr,
           ^

/llama.cpp/ggml/src/ggml-cuda/cumsum.cu(207): error: name followed by "::" must be a class or namespace name
      cub::DeviceScan::InclusiveSum((void *) tmp_alloc.get(), tmp_size, src, dst, ne, stream);
           ^

2 errors detected in the compilation of "/llama.cpp/ggml/src/ggml-cuda/cumsum.cu".
gmake[2]: *** [ggml/src/ggml-cuda/CMakeFiles/ggml-cuda.dir/build.make:317: ggml/src/ggml-cuda/CMakeFiles/ggml-cuda.dir/cumsum.cu.o] Error 2
```
Commit 83b3b1c271 ("cuda: optimize
cumsum cub path (#18362)") updated the include directive replacing
device_scan.cuh which is causing this issue.

This commit uses cub/cub.cuh umbrella header which is consistent with
other files in the ggml-cuda directory like mean.cu, sum.cu, etc.
2025-12-28 08:03:04 +01:00
Daniel Bevenius 82c2600585
Merge remote-tracking branch 'upstream/master' into backend-sampling 2025-12-28 07:34:17 +01:00
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