Commit Graph

6223 Commits

Author SHA1 Message Date
rainred cf9e5648a7
mtmd : Fix MinicpmV model converter and clip to avoid using hardcode. (#14750)
* Fix MinicpmV model converter and clip to avoid using hardcode.

* Code update for pr/14750

* Remove unused field, update script path in docs.

* Add version 5 for fallback code.

---------

Co-authored-by: lzhang <zhanglei@modelbest.cn>
2025-08-11 16:12:12 +02:00
Xuan-Son Nguyen fba5c0d680
chat : hotfix gpt-oss jinja raising an exception (#15243)
* chat : hotfix gpt-oss jinja raising an exception

* fix
2025-08-11 15:31:35 +02:00
Xuan-Son Nguyen 53d0a12658
server : allow specifying reasoning_format in HTTP request (#15238) 2025-08-11 14:48:41 +02:00
Zagaj 27093afe78
readme : update infra list (#15234) 2025-08-11 15:27:54 +03:00
Georgi Gerganov 228f724d9c
kv-cache : fix seq_rm with seq_id == -1 (#15226)
* kv-cache : fix seq_rm with seq_id == -1

ggml-ci

* cont : iterate over streams

ggml-ci
2025-08-11 13:58:24 +03:00
Daniel Bevenius cd3069dfcb
kv-cache : log (debug) all streams in find_slot (#15176)
This commit updates `llama_kv_cache_unified::find_slot` to log
information for all streams when debug is enabled.

The motivation for this change is that currently if a non-unified
kv-cache is used, then only one stream will be logged because the
code was currently uses `seq_to_stream[1]`.
2025-08-11 11:21:19 +02:00
Sigbjørn Skjæret 50e81bdf5d
convert : fix merge conflicts (#15229) 2025-08-11 11:15:44 +02:00
Daniel Bevenius 1ebbaddff2
perplexity : update comments/error msg to use decode [no ci] (#15227)
This commit updates comments and error messages to use "decode" instead
of "eval" in perplexity.cpp.

The motivation for this is that `llama_eval` was renamed to
`llama_decode` a while ago, but the comments and error messages
still referred to "eval". This change ensures consistency and clarity.
2025-08-11 11:21:24 +03:00
Julien Denize a3a7874272
convert : improve Mistral models integration (#14737)
* Improve Mistral models integration with llama.cpp

* Revert changes and fix gguf

* Revert change

* refactor convert_mistral_to_gguf.py in convert_hf_to_gguf.py

* Revert collateral

* Rename model name

* refactor

* revert

* remove duplicate

* Remove duplication code

* Fixes

* Fix flake issues

* Apply comments

* Apply comments

* Apply comments

* Fix remote

* add default chat template

* Revert

* nit
2025-08-11 10:07:49 +02:00
Charles Xu 002cb1bb33
kleidiai: fix unsigned overflow bug (#15150)
* kleidiai: fix unsigned overflow bug

* address review comments
2025-08-11 09:59:26 +02:00
David Zhao 79c1160b07
cuda: refactored ssm_scan and use CUB (#13291)
* cuda: refactored ssm_scan to use CUB

* fixed compilation error when when not using CUB

* assign L to constant and use size_t instead of int

* deduplicated functions

* change min blocks per mp to 1

* Use cub load and store warp transpose

* suppress clang warning
2025-08-09 20:29:43 +02:00
Ed Addario 89051cda35
Update README.md 2025-08-09 14:49:44 +01:00
Ed Addario dcac206f8e
Add --activation-statistics logic to avoid doubling the imatrix size by default 2025-08-09 14:49:25 +01:00
Aman Gupta 34c9d765bf
CUDA: add attention sinks for tile and wmma (#15178)
* CUDA: add attention sinks for tile and wmma

* Review: formatting changes + remove syncthreads from tile + remove warp_reduce_max from wmma
2025-08-09 20:00:24 +08:00
Ed Addario 6fe51e12f1
Fix typo in ECS formula 2025-08-09 09:12:23 +01:00
Ed Addario 94679635c0
Merge branch 'master' into imatrix 2025-08-09 01:29:44 +01:00
Ed Addario 59af5034f7
Update README.md 2025-08-09 01:26:23 +01:00
compilade e54d41befc
gguf-py : add Numpy MXFP4 de/quantization support (#15111)
* gguf-py : add MXFP4 de/quantization support

* ggml-quants : handle zero amax for MXFP4
2025-08-08 17:48:26 -04:00
Johannes Gäßler 4850b52aed
server-bench: external OAI servers, sqlite (#15179)
* server-bench: external OAI servers, sqlite

* Update scripts/server-bench.py

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

* Update scripts/server-bench.py

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

* Update scripts/server-bench.py

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

* raise_for_status

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-08-08 23:04:36 +02:00
AN Long cd6983d56d
ggml : fix field name when new ggml_backend (#14944) 2025-08-08 14:37:22 +02:00
Olivier Chafik 6c7e9a5440
vendor: sync minja (#15161)
* vendor: sync minja

* Update minja.hpp

* Apply suggestions from code review

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

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2025-08-08 10:45:18 +01:00
Johannes Gäßler 1425f587a8
CUDA: attention sinks for mma FlashAttention (#15157) 2025-08-08 08:19:58 +02:00
lhez aaa3d07ae7
opencl: support sink in `soft_max` (attn sinks) (#15152) 2025-08-07 21:47:03 -07:00
Xuan-Son Nguyen 50aa938901
convert : support non-mxfp4 HF model (#15153)
* convert : support non-mxfp4 HF model

* rm redundant check

* disable debug check
2025-08-07 23:26:03 +02:00
Jeff Bolz c4f53563df
vulkan: support fattn sinks (#15126) 2025-08-07 22:44:20 +02:00
Jeff Bolz a0552c8bee
vulkan: Add env var to disable host visible vidmem (#15109) 2025-08-07 22:07:11 +02:00
Ed Addario c5ecdaa1a1
Add Euclidean–Cosine Score (ECS) 2025-08-07 19:04:49 +01:00
Ed Addario 5bb2def02d
Add --activation-statistics parameter 2025-08-07 17:41:21 +01:00
RunningLeon 99acbc9921
llama : Support intern-s1 (#14875)
* support internvl

* support interns1

* resolve comments

* put interns1 in tensor mapping

* resolve comment

* move tokenizer changes to sub class
2025-08-07 18:20:40 +02:00
uvos 7ad67ba9fe
HIP: add cmake option to enable compiler output of kernel resource usage metrics (#15103) 2025-08-07 16:44:14 +02:00
Ed Addario dadd90ef73
Rename report heading 2025-08-07 14:07:48 +01:00
Christian Kastner 9a96389544
ggml: Skip backend library linking code when GGML_BACKEND_DL=ON (#15094)
Any available libraries are found and loaded dynamically at runtime.
2025-08-07 13:45:41 +02:00
Ed Addario e0d6471340
Reverse conditional logic to match convention 2025-08-07 12:04:52 +01:00
Ed Addario 3e9d53c61e
Refactor variable names 2025-08-07 12:03:24 +01:00
Ed Addario c7959edff5
Merge branch 'master' into imatrix 2025-08-07 11:51:33 +01:00
Johannes Gäßler 1d72c84188
CUDA: GEMM for FP32/FP16/BF16 and ne11 <= 16 (#15131)
* CUDA: GEMM for FP32/FP16/BF16 and ne11 <= 16
2025-08-07 10:53:21 +02:00
Johannes Gäßler 20638e4f16
scripts: fix crash when --tool is not set (#15133) 2025-08-07 08:50:30 +02:00
Daniel Bevenius 36d3f00e14
requirements : fix PyTorch uint64 compatibility (#15134)
This commit addresses an issue with the convert_hf_to_gguf script
which is currently failing with:
```console
AttributeError: module 'torch' has no attribute 'uint64'
```

This occurred because safetensors expects torch.uint64 to be available
in the public API, but PyTorch 2.2.x only provides limited support for
unsigned types beyond uint8 it seems. The torch.uint64 dtype exists but
is not exposed in the standard torch namespace
(see pytorch/pytorch#58734).

PyTorch 2.4.0 properly exposes torch.uint64 in the public API, resolving
the compatibility issue with safetensors. This also required torchvision
to updated to =0.19.0 for compatibility.

Refs: https://huggingface.co/spaces/ggml-org/gguf-my-repo/discussions/186#68938de803e47d990aa087fb
Refs: https://github.com/pytorch/pytorch/issues/58734
2025-08-07 05:31:48 +02:00
Reese Levine 5fd160bbd9
ggml: Add basic SET_ROWS support in WebGPU (#15137)
* Begin work on set_rows

* Work on set rows

* Add error buffers for reporting unsupported SET_ROWS indices

* Remove extra comments
2025-08-06 15:14:40 -07:00
rmatif 756cfea826
fix profiling crash (#15072) 2025-08-06 14:17:51 -07:00
lhez e725a1a982
opencl: add `swiglu_oai` and `add_id` (#15121)
* opencl: add `swiglu-oai`

* opencl: add `add_id`

* opencl: add missing `add_id.cl`
2025-08-06 12:12:17 -07:00
Sachin Desai 3db4da56a5
chat : support Granite model reasoning and tool call (#14864) 2025-08-06 20:27:30 +02:00
Juk Armstrong 476aa3fd57
Fixed name `-override-tensors` to `-override-tensor` (#15129) 2025-08-06 17:28:48 +01:00
Diego Devesa 0d8831543c
ggml : fix fallback to CPU for ununsupported ops (#15118) 2025-08-06 14:37:35 +02:00
Sigbjørn Skjæret 65c797c4fa
chat : fix yandex chat template (#15116) 2025-08-06 13:26:49 +02:00
stevenkuang 25726898e8
chat : fix hunyuan auto-detection (#15114)
Signed-off-by: stevenkuang <stevenkuang@tencent.com>
2025-08-06 11:48:30 +02:00
Chenguang Li 2241453252
CANN: add support for ACL Graph (#15065)
* feat(cann): add optional support for ACL Graph execution

This commit adds support for executing ggml computational graphs using
Huawei's ACL graph mode via the USE_CANN_GRAPH flag. The support can be
enabled at compile time using the CMake option:

    -DUSE_CANN_GRAPH=ON

By default, ACL graph execution is **disabled**, and the fallback path
uses node-by-node execution.

Key additions:
- CMake option  to toggle graph mode
- Graph capture and execution logic using
- Tensor property matching to determine whether graph update is required
- Safe fallback and logging if the environment variable LLAMA_SET_ROWS
  is unset or invalid

This prepares the backend for performance improvements in repetitive graph
execution scenarios on Ascend devices.

Signed-off-by: noemotiovon <757486878@qq.com>

* Fix review comments

Signed-off-by: noemotiovon <757486878@qq.com>

* remane USE_CANN_GRAPH to USE_ACL_GRAPH

Signed-off-by: noemotiovon <757486878@qq.com>

* fix typo

Signed-off-by: noemotiovon <757486878@qq.com>

---------

Signed-off-by: noemotiovon <757486878@qq.com>
2025-08-06 14:12:42 +08:00
Reese Levine 9515c6131a
ggml: WebGPU disable SET_ROWS for now (#15078)
* Add paramater buffer pool, batching of submissions, refactor command building/submission

* Add header for linux builds

* Free staged parameter buffers at once

* Format with clang-format

* Fix thread-safe implementation

* Use device implicit synchronization

* Update workflow to use custom release

* Remove testing branch workflow

* Disable set_rows until it's implemented

* Fix potential issue around empty queue submission

* Try synchronous submission

* Try waiting on all futures explicitly

* Add debug

* Add more debug messages

* Work on getting ssh access for debugging

* Debug on failure

* Disable other tests

* Remove extra if

* Try more locking

* maybe passes?

* test

* Some cleanups

* Restore build file

* Remove extra testing branch ci
2025-08-05 16:26:38 -07:00
Ed Addario 030ed3c909
Merge branch 'master' into imatrix 2025-08-05 21:58:00 +01:00
Georgi Gerganov fd1234cb46
llama : add gpt-oss (#15091)
* oai moe

* compat with new checkpoint

* add attn sink impl

* add rope scaling yarn

* logits match with latest transformers code

* wip chat template

* rm trailing space

* use ggml_scale_bias

* rm redundant is_swa_all

* convert interleaved gate_up

* graph : fix activation function to match reference (#7)

* vocab : handle o200k_harmony special tokens

* ggml : add attention sinks support (#1)

* llama : add attn sinks

* ggml : add attn sinks

* cuda : add attn sinks

* vulkan : add support for sinks in softmax

remove unnecessary return

* ggml : add fused swiglu_oai op (#11)

* ggml : add fused swiglu_oai op

* Update ggml/src/ggml-cpu/ops.cpp

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

* update CUDA impl

* cont : metal impl

* add vulkan impl

* test-backend-ops : more test cases, clean up

* llama : remove unfused impl

* remove extra lines

---------

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

---------

Co-authored-by: slaren <slarengh@gmail.com>

* repack mxfp4 upon conversion

* clean up a bit

* enable thinking

* add quick hack to render only some special tokens

* fix bf16 conversion

* remove vocab hack

* webui ok

* support chat parsing for gpt-oss

* fix webui

* direct mapping mxfp4, FINALLY

* force using mxfp4

* properly use lazy tensor

* ggml : add mxfp4

ggml : use e8m0 conversion instead of powf

Co-authored-by: Diego Devesa <slarengh@gmail.com>

change kvalues_mxfp4 table to match e2m1 (#6)

metal : remove quantization for now (not used)

cuda : fix disabled CUDA graphs due to ffn moe bias

vulkan : add support for mxfp4

cont : add cm2 dequant

* ggml : add ggml_add_id (#13)

* ggml : add ggml_add_id

* add cuda impl

* llama : add weight support check for add_id

* perf opt

* add vulkan impl

* rename cuda files

* add metal impl

* allow in-place ggml_add_id

* llama : keep biases on CPU with --cpu-moe

* llama : fix compile error

ggml-ci

* cuda : add fallback for __nv_cvt_e8m0_to_bf16raw

ggml-ci

* cleanup

ggml-ci

* sycl : fix supports_op for MXFP4

ggml-ci

* fix Unknown reasoning format

* ggml-cpu : fix AVX build

ggml-ci

* fix hip build

ggml-ci

* cuda : add mxfp4 dequantization support for cuBLAS

ggml-ci

* ggml-cpu : fix mxfp4 fallback definitions for some architectures

ggml-ci

* cuda : fix version required for __nv_cvt_e8m0_to_bf16raw

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
Co-authored-by: slaren <slarengh@gmail.com>
2025-08-05 22:10:36 +03:00