Commit Graph

9751 Commits

Author SHA1 Message Date
Aleksander Grygier 1a18927894 Allow viewing conversations even when llama server is down (#16255)
* webui: allow viewing conversations and sending messages even if llama-server is down

- Cached llama.cpp server properties in browser localStorage on startup, persisting successful fetches and reloading them when refresh attempts fail so the chat UI continues to render while the backend is unavailable.
- Cleared the stored server properties when resetting the store to prevent stale capability data after cache-backed operation.
- Kept the original error-splash behavior when no cached props exist so fresh installs still surface a clear failure state instead of rendering stale data.

* feat: Add UI for `props` endpoint unavailable + cleanup logic

* webui: extend cached props fallback to offline errors

Treat connection failures (refused, DNS, timeout, fetch) the same way as
server 5xx so the warning banner shows up when cache is available, instead
of falling back to a full error screen.

* webui: Left the chat form enabled when a server warning is present so operators can keep sending messages

e.g., to restart the backend over llama-swap, even while cached /props data is in use

* chore: update webui build output

---------

Co-authored-by: Pascal <admin@serveurperso.com>
2025-09-26 18:35:42 +02:00
Isaac McFadyen e0539eb6ae webui: switch to hash-based routing (alternative of #16079) (#16157)
* Switched web UI to hash-based routing

* Added hash to missed goto function call

* Removed outdated SPA handling code

* Fixed broken sidebar home link
2025-09-26 18:36:48 +03:00
Aleksander Grygier 5d0a40f390 Always show message actions for mobile UI + improvements for user message sizing (#16076) 2025-09-26 15:59:07 +02:00
Radoslav Gerganov d12a983659 codeowners : add rgerganov as owner of RPC [no ci] (#16279) 2025-09-26 16:09:34 +03:00
Aleksei Nikiforov cc1cfa277b mtmd : fix uninitialized variable in bicubic_resize (#16275)
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
Co-authored-by: Aaron Teo <aaron.teo1@ibm.com>
2025-09-26 15:00:44 +02:00
Georgi Gerganov 54dbc37053 metal : report OOM errors (#16274) 2025-09-26 14:14:28 +03:00
Adrien Gallouët b995a10760 common : use cpp-httplib as a cURL alternative for downloads (#16185)
* vendor : update httplib

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* common : use cpp-httplib as a cURL alternative for downloads

The existing cURL implementation is intentionally left untouched to
prevent any regressions and to allow for safe, side-by-side testing by
toggling the `LLAMA_CURL` CMake option.

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* ggml : Bump to Windows 10

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2025-09-26 14:12:19 +03:00
Adrien Gallouët 4710dd31bb build : fix build-ios-device (#16257)
Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2025-09-26 13:39:35 +03:00
Aaron Teo 9b26511857 ggml-cpu: implement MXFP4 SIMD for s390x (#16193)
* ggml-cpu: impl mxfp4 s390x

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: missing s = sumf

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: fix incorrect kval_mxfp4 type

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: rework mxfp4

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: missing delta calc

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: fix typo

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: fix typo for vec_splats

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: expand to 2 blocks per loop

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: add unroll to boost perf

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: back to 1 block per loop to test perf

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* Revert "ggml-cpu: back to 1 block per loop to test perf"

This reverts commit 1fe55724e2dc295701101bf838bdd4a512237492.

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* ggml-cpu: rm unroll from single block

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

---------

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
2025-09-26 13:27:25 +03:00
Radoslav Gerganov 00217cd413 ci : create git tags for released docker images (#16008)
* ci : create git tags for released docker images

When releasing a docker image for build number X, we should also create
the corresponding git tag. This allows users to easily checkout the
corresponding source tree for given docker image.

* Update .github/workflows/docker.yml

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

* Update .github/workflows/docker.yml

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

* Apply suggestion from @CISC

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

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-09-26 10:19:23 +00:00
Concedo 1a4f54dd11 update for cu13 builds (no ci will be provided) 2025-09-26 16:01:43 +08:00
Daniel Bevenius 3b337b01a1 codeowners : add danbev as owner of build-xcframework.sh [no ci] (#16268) 2025-09-26 08:53:36 +03:00
R0CKSTAR a86a580a66 musa: upgrade musa sdk to 4.3.0 (#16240)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2025-09-26 02:56:38 +02:00
R0CKSTAR 0f7c69689f musa: fix build warnings (#15611)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2025-09-26 02:56:10 +02:00
Sigbjørn Skjæret 835b2b915c model : add GroveMoE support (#15510)
* add GroveMoE support

* remove constexpr that fails on certain compilers

* revert crude scalar div implementation, use cast

* build_attn_inp_kv_unified -> build_attn_inp_kv

* fix build_attn

* re-apply ffn_exps regex changes
2025-09-25 19:50:28 +02:00
Aaron Teo b05a9d650f vendors: update miniaudio version (#16212)
* vendor: update miniaudio.h

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

* vendor: update miniaudio.h

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>

---------

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
2025-09-25 23:38:10 +08:00
rtaluyev 27052978e4 readme : update bindings (#16144)
Link to Java JNA bindings to llama.cpp native libraries
2025-09-25 18:20:34 +03:00
Aman Gupta 077c94d0ca CUDA: add a fused top-K MoE kernel (#16130)
* CUDA: add a fused top-K MoE kernel

This kernel does the following:
1. softmax over the logits per token [n_experts, n_tokens]
2. argmax reduce over the top-k (n_experts_used) logits
3. write weights + ids to global memory

It is intended as fusion of softmax->top-k->get_rows pipeline for MoE models

* Refactor into ggml_cuda_should_use_topk_moe

* Review: Use better coalescing pattern, use WARP_SIZE, store logits into registers before

* Review: format + micro-optimizations

* Fix bug: fix tie breakers

* Add optional norm + clean-up code

* Use smem for final write

* Add bounds check

* Use better memory pattern for writeback
2025-09-25 16:35:05 +02:00
Concedo 8b5ebfcc8d updated lite, fix kimi template (+2 squashed commit)
Squashed commit:

[a2df7f1bd] alternate kimi template

[8a312a9f1] updated lite
2025-09-25 20:44:09 +08:00
Daniel Bevenius aa3ee0eb0b model-conversion : add embedding prompt file support (#15871)
This commit adds support for passing a prompt file to the model
conversion targets/scripts. It also updates the logits.cpp to print out
embedding information in the same format as when running the original
embedding model.

The motivation for this is that it allows us to pass files of different
sizes when running the converted models and validating the logits.

This can be particularly important when testing the sliding window
functionality of models where the sequence length needs to exceed a
certain number of tokens to trigger the sliding window logic.
2025-09-25 12:02:36 +02:00
Daniel Bevenius d0991da39d server : add support for external server for tests (#16243)
This commit adds support for using an externally started llama-server
instance for the server tests. This can be enabled by setting the
DEBUG_EXTERNAL environment variable.

The motivation for this is to allow debugging of the server itself
when investigating a test failure. Instructions for how to do this are
added to the README.md file in the tests directory.
2025-09-25 11:36:47 +02:00
junchao-zhao aa719c2f88 ggml : fix loongarch lsx compilation error (#15864) 2025-09-25 12:22:55 +03:00
Johannes Gäßler 4cdd0bb453 docs: fix typo [no ci] (#16244) 2025-09-25 12:12:27 +03:00
Douglas Hanley b5bd037832 llama : add support for qwen3 reranker (#15824) 2025-09-25 11:53:09 +03:00
Georgi Gerganov dfcd53f7ec metal : fuse NORM + MUL + ADD, support non-multiples of 4 (#16220)
* metal : fuse NORM + MUL + ADD

* metal : support norms of non-multiple of 4

* cont : fix comment [no ci]
2025-09-25 11:30:16 +03:00
Georgi Gerganov 4ea00794b8 metal : relax reorder conditions (#16216) 2025-09-25 11:29:42 +03:00
Georgi Gerganov 02a6a82ae7 metal : restore im2col perf (#16219) 2025-09-25 11:29:08 +03:00
Radoslav Gerganov c498fc82fe rpc : use ggml logging facilities
Use RPC_DEBUG environment variable to enable debug messages.
Add helper macro LOG_DBG() which does an early
check of the env var before calling GGML_LOG_DEBUG().
Make sure we log a debug message for every server function.
2025-09-25 07:20:02 +00:00
Aaron Teo e7a5130a20 codeowners: add ownership of zdnn backend [no ci] (#16232)
add @Andreas-Krebbel to owners of zDNN backend

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
2025-09-25 08:06:30 +03:00
Eve bee378e098 ci: run the x64 and arm ci on the github machines instead (#16183)
* run the x64 ci on regular machines

* set up the same thing for arm

fix test-quantize-perf just like #12306

* try to disable sve

* add another sve run
2025-09-25 08:06:06 +03:00
Aaron Teo 5fb557653b devops: fix s390x docker release failure (#16231) 2025-09-25 11:36:30 +08:00
Aaron Teo 4ae88d07d0 codeowners: add ownership of zdnn backend [no ci] (#16229)
add @AlekseiNikiforovIBM to owners of zDNN backend

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
2025-09-25 00:25:04 +08:00
Johannes Gäßler e789095502 llama: print memory breakdown on exit (#15860)
* llama: print memory breakdown on exit
2025-09-24 16:53:48 +02:00
Acly f2a789e334 ggml : split graph allocations according to backend max buffer size (#15815)
* ggml : make gallocr respect the backend's max buffer size

* if the graph requires more memory than can fit into a single allocation, split it into multiple backend buffers
* vulkan: report the actual max  allocation size in buffer type  interface

* fix missing newline, apple-clang warning

* track size of individual chunks in ggml_dyn_tallocr and raise max chunks.
revert to use suballocation_block_size as max chunk size for vulkan.

* track (chunk, offset) pairs instead of "global" offsets through gallocr.

* simpler, don't need loops to map between local/global offsets
* touches more code

* fix dyn_tallocr_max_size and initialization

* fix memory leak when buffers are reused due to same buffer type appearing multiple times

* make vbuffer allocation follow the same logic as backend_buffer did before

* continue to use leftover unallocated space of previous chunks after a new one has been created

* treat free blocks of each chunk as separate list
* they're still allocated together, but start/end of each chunk is tracked, and allocate/free iterate over sub-ranges
* exhaust freed blocks of all chunks before considering their last blocks with unallocated space
* start with 0 chunks/blocks and create chunks as needed
* allow the last chunk to grow beyond max size

* refactor: move adding new free block and new chunk into separate functions

* allocate chunks individually with a separate free-blocks list for each one

* needs a bit more memory/allocations/indirections, but code is simpler

* fix warnings (missing static) & debug checks
2025-09-24 16:17:49 +02:00
Wagner Bruna 01c1acc9a2 sdtype_adapter refactor (#1753)
* reorganize sampler selection in sdtype_adapter

* simplify image metadata generation

Use a stringstream to avoid the explicit conversions to
string. Also, generate from the sd.cpp struct, to reduce
dependencies on the global context fields.

* clean up default parameters in sdtype_adapter

Most image generation parameters are not customizable through
the API, and their values simply repeat the default set by
sd.cpp. So, remove them from the SDParams struct, and place
the needed constant values directly on the code.

Also, print debug information directly from the sd.cpp
parameters. And to help with type mismatches and general
readability, replace the fromatting with stringstreams.
2025-09-24 22:09:17 +08:00
Tarek Dakhran 3a59971967 model : add label for LiquidAI LFM2-2.6B model (#16204)
* model : add label for LiquidAI LFM2-2.6B model

HF link: [LiquidAI/LFM2-2.6B](https://huggingface.co/LiquidAI/LFM2-2.6B).

Support for GGUF conversion and inference is added in #14620.

However, due to similar `n_embd`, it identifies as a 1.2B model.
Fix the label by using `n_ff` to identify the model instead.

Output of `llama-bench`:
```
| model                          |       size |     params | backend    | threads |            test |                  t/s |
| ------------------------------ | ---------: | ---------: | ---------- | ------: | --------------: | -------------------: |
| lfm2 1.2B F16                  |   2.18 GiB |     1.17 B | CPU        |      10 |           pp512 |        223.97 ± 5.32 |
| lfm2 2.6B F16                  |   4.79 GiB |     2.57 B | CPU        |      10 |           pp512 |         92.53 ± 4.14 |
| lfm2 350M F16                  | 676.25 MiB |   354.48 M | CPU        |      10 |           pp512 |       725.52 ± 11.70 |
| lfm2 700M F16                  |   1.38 GiB |   742.49 M | CPU        |      10 |           pp512 |       336.22 ± 12.93 |
```

* Update src/llama-model.cpp

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

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-09-24 13:42:26 +02:00
Concedo 5d89a48a50 add more rnn models supported v1.99.4 2025-09-24 18:14:59 +08:00
Concedo c7a1eec4e4 try to solve ttscpp oom regression 2025-09-24 17:45:28 +08:00
Jie Fu (傅杰) 63b54c81a6 model-conversion : make causal-verify-logits fails with model names containing "." (#16215)
Signed-off-by: Jie Fu <jiefu@tencent.com>
2025-09-24 10:25:26 +02:00
Uilian Ries 152729f884 common : add missing chrono header for common.cpp (#16211)
Signed-off-by: Uilian Ries <uilianries@gmail.com>
2025-09-24 09:53:47 +03:00
Sigbjørn Skjæret c0c59c1157 codeowners : match all requirements files (#16214) 2025-09-24 08:53:20 +02:00
Jie Fu (傅杰) 7735706b93 model-conversion : run-org-model.py fails to run on mac m1 (#16213)
Signed-off-by: Jie Fu <jiefu@tencent.com>
2025-09-24 08:46:52 +02:00
Concedo d3f9db8d33 fix system32 writability check 2025-09-24 14:43:41 +08:00
Daniel Bevenius 4d9ea03d17 codeowners : use slash prefix for root files [no ci] (#16210)
This commit adds a leading slash to the paths of root-level files
in the CODEOWNERS file.

The motivation for this is that these might otherwise match files
in subdirectories that have other/additional owners will override them.

Refs: https://github.com/ggml-org/llama.cpp/pull/16209#issuecomment-3326434274
2025-09-24 08:10:09 +02:00
Jie Fu (傅杰) 8ba548dae2 model-conversion : fix the make targets in the README.md (#16209)
Fix two incorrect make targets in the readme.

Signed-off-by: Jie Fu <jiefu@tencent.com>
2025-09-24 06:19:23 +02:00
Georgi Gerganov f505bd83ca ci : disable AMD workflows + update NVIDIA workflows (#16200)
* ci : disable AMD workflows + update NVIDIA workflows

* cont : fixes

* cont : update nvidia vulkan workflows
2025-09-23 20:41:40 +03:00
Concedo 84a67d289c tts show model filename 2025-09-23 22:42:43 +08:00
Georgi Gerganov 0889589dbe ci : enable Vulkan workflow on Mac (#16194) 2025-09-23 13:44:25 +03:00
Xiangyan Sun 4e29084ba4 ggml-cpu: Respect cpumask settings (#16164) 2025-09-23 11:58:12 +03:00
Sigbjørn Skjæret f6b4af3d04 ggml : fix uninitialized is_on_grid in quantize_row_iq3_xxs_impl (#15928)
* fix uninitialized is_on_grid in quantize_row_iq3_xxs_impl

* change initialization to true
2025-09-23 10:25:20 +02:00