233461f812
sampling : Integrate Top-nσ into main sampling chain (and add it to the server) ( #13264 )
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* sampling: add Top-nσ sampler to `llama-server` and sampler ordering
* revert: sampler ordering
* revert: VS' crappy auto-formatting
* revert: VS' crappy auto-formatting pt.2
* revert: my crappy eye sight...
* sampling: add XTC to Top-nσ sampler chain
* sampling: add Dyna. Temp. to Top-nσ sampler chain
* sampling: actually remove Top-nσ from sampler(oops)
* Integrate top_n_sigma into main sampler chain
* Define COMMON_SAMPLER_TYPE_TOP_N_SIGMA
* Formatting
* Lint
* Exit early in the sampler if nsigma < 0
---------
Co-authored-by: CasualAutopsy <casual_autopsy@outlook.com >
2025-05-05 22:12:19 +02:00
b34c859146
server : Webui - change setText command from parent window to also send the message. ( #13309 )
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* setText command from parent window for llama-vscode now sends the message automatically.
* Upgrade packages versions to fix vulnerabilities with "npm audit fix" command.
* Fix code formatting.
* Add index.html.gz changes.
* Revert "Upgrade packages versions to fix vulnerabilities with "npm audit fix" command."
This reverts commit 67687b7fdaivailo.gardev@akros.ch >
Co-authored-by: Xuan Son Nguyen <son@huggingface.co >
2025-05-05 16:03:31 +02:00
9b61acf060
mtmd : rename llava directory to mtmd ( #13311 )
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* mv llava to mtmd
* change ref everywhere
2025-05-05 16:02:55 +02:00
5215b91e93
clip : fix confused naming ffn_up and ffn_down ( #13290 )
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* clip : fix confused naming ffn_up and ffn_down
* rm ffn_i/o/g naming
* rename n_embd, n_ff
* small fix
* no check n_ff
2025-05-05 12:54:44 +02:00
ae803bfc3d
convert : bailingmoe : set yarn metadata if present ( #13312 )
2025-05-05 12:34:26 +02:00
66645a5285
SYCL: Disable mul_mat kernels for noncontiguous tensor b ( #13308 )
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ggml-ci
2025-05-05 13:39:10 +05:30
27aa259532
mtmd : add C public API ( #13184 )
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* init
* wip
* working version
* add mtmd::bitmaps
* add test target
* rm redundant define
* test: mtmd_input_chunks_free
* rm outdated comment
* fix merging issue
* explicitly create mtmd::input_chunks
* mtmd_input_chunk_copy
* add clone()
* add const to various places
* add warning about breaking changes
* helper: use mtmd_image_tokens_get_n_pos
2025-05-04 23:43:42 +02:00
9fdfcdaedd
rpc : use backend registry, support dl backends ( #13304 )
2025-05-04 21:25:43 +02:00
6eb7d25c70
ggml : activate s390x simd for Q3_K ( #13301 )
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Signed-off-by: Aaron Teo <aaron.teo1@ibm.com >
2025-05-04 19:49:12 +02:00
86bd60d3fe
llava/mtmd : fixes to fully support dl backends ( #13303 )
2025-05-04 17:05:20 +02:00
9f2da5871f
llama : build windows releases with dl backends ( #13220 )
2025-05-04 14:20:49 +02:00
93c4e23905
CUDA: fix race condition in MMQ stream-k fixup ( #13299 )
2025-05-04 14:16:39 +02:00
8afbd96818
CUDA: fix race condition in MMQ ids_dst ( #13294 )
2025-05-04 13:58:38 +02:00
8ae5ebcf85
vulkan: Additional type support for unary, binary, and copy ( #13266 )
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Support f16->f32 copy.
Support f16->f16 and f32->f32 unary ops.
Support all combinations of f16/f32 for src0/src1/dst for add/sub/mul/div.
2025-05-04 07:17:16 +02:00
3e959f0976
imatrix: fix oob writes if src1 is not contiguous ( #13286 )
2025-05-04 00:50:37 +02:00
36667c8edc
clip : revert the change of BOI/EOI token for GLM-edge ( ⚠️ breaking change) ( #13259 )
2025-05-03 20:07:54 +02:00
3bf785f3ef
llama : Llama-3_1-Nemotron-Ultra-253B-v1 support ( #12843 )
2025-05-03 17:39:51 +02:00
1d36b3670b
llama : move end-user examples to tools directory ( #13249 )
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* llama : move end-user examples to tools directory
---------
Co-authored-by: Xuan Son Nguyen <son@huggingface.co >
2025-05-02 20:27:13 +02:00
b34443923c
sync : ggml ( #13268 )
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* vulkan : kernels for depthwise 2D convolution (CONV_2D_DW) (ggml/1204)
* vulkan : add kernels for depthwise 2d convolution (OP_CONV_2D_DW)
* review: remove src_x/y < 0 checks; add performance tests
* sync : ggml
ggml-ci
* vulkan : fix lint (#0 )
---------
Co-authored-by: Acly <aclysia@gmail.com >
2025-05-02 20:54:30 +03:00
a75cb30dc9
context : fix reorder logic ( #13267 )
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ggml-ci
2025-05-02 20:54:13 +03:00
3f3769ba76
ggml : Enable MMA for BF16 in llamafile_sgemm ( #13148 )
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This patch upstreams llamafile's cpu matrix multiplication kernels for ppc64le using MMA builtins for BF16 data type.
This change results in 9x - 40x gains
in total speed S t/s (ie all tokens/total time), across various batch sizes tested using llama-batched-bench benchmark.
The patch is tested with Meta-Lllama-3-8B,
and Mistral-7B models (BF16 models generated by using llama-quantize from corresponding FP32 models) on an IBM POWER10 machine.
Signed-off-by: Shalini Salomi Bodapati <Shalini.Salomi.Bodapati@ibm.com >
2025-05-02 19:53:12 +03:00
2f567611c0
llama-model : support Qwen2 embedding models and pooling_mode_lasttoken ( #13245 )
2025-05-02 11:42:30 -04:00
7d2123484e
convert : use correct context length for nomic-embed-text-v2 ( #13216 )
2025-05-02 11:41:54 -04:00
074e42ab31
convert : converting mmproj for Qwen2/2.5VL from convert_hf_to_gguf ( #13209 )
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* wip
* qwen2.5vl ok
* vision: fix models missing "text_config"
* add test
* fix test repo name
* fix 32B model
* Revert "fix 32B model"
This reverts commit 651752f1ae
2025-05-02 17:17:15 +02:00
c642bc014c
kv-cache : separate recurrent vs non-recurrent impl ( #12799 )
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* kv-cache : serparate recurrent vs non-recurrent impl (wip)
ggml-ci
* kv-cache : init -> contructor + add llama_memory_params
ggml-ci
* kv-cache : fix callback reference
ggml-ci
* context : llama_kv_cache -> llama_memory_i
ggml-ci
* context : move memory creation logic to model
ggml-ci
* llama : remove reference of memory during encode
ggml-ci
* kv-cache : hide padding details in the implementation
ggml-ci
* kv-cache : add ubatch_next()
ggml-ci
* context : simplify sbatch logic
ggml-ci
* kv-cache : hide defrag logic in the implementation
ggml-ci
* context : hide kv cache details in implementation
ggml-ci
* build : fix
ggml-ci
* cont : another fix
ggml-ci
* kv-cache : simplify interface (wip)
ggml-ci
* kv-cache : use separate KV cell structs for unified/recurrent
ggml-ci
* kv-cache : clean-up
ggml-ci
* model : better llama_model::create_model() signature
ggml-ci
* kv-cache : fix recurrent seq_rm()
ggml-ci
* kv-cache : replace `struct callbacks` with `llama_model &`
ggml-ci
* kv-cache : replace `struct graph_params` with `llama_context &`
ggml-ci
* kv-cache : fix offload check
ggml-ci
* context : avoid passing unique_ptr
ggml-ci
* kv-cache : avoid using the backends from the llama_context
ref #13113
ggml-ci
* kv-cache : more consistent debug logs [no ci]
* kv-cache : do not pass the full llama_context for kv graphs
ggml-ci
* kv-cache : remove comment
* kv-cache : ggml_rope_ext_inplace -> ggml_rope_ext
ggml-ci
* kv-cache : fix recurrent multi-user case
ggml-ci
* memory : remove comments [no ci]
2025-05-02 17:48:36 +03:00
cb06a3c363
llama : orion rope type is neox ( #13261 )
2025-05-02 12:44:24 +02:00
626083faf7
llama : plamo rope type is neox ( #13260 )
2025-05-02 12:40:56 +02:00
2af6880178
llama-chat : reset glmedge chat template ( #13253 )
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* reset glmedge chat template
* fix glmedge chat template
2025-05-02 11:06:09 +02:00
e84773ab60
mtmd-cli : fix out_of_range when input image path is empty ( #13244 )
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* fix out_of_range error to keep the chat loop running
* Update examples/llava/mtmd-cli.cpp
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
* mtmd-cli : load image right away
* add a new line for readability
* rm printf
* Update examples/llava/mtmd-cli.cpp
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
* Update examples/llava/mtmd-cli.cpp
---------
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com >
Co-authored-by: Xuan Son Nguyen <son@huggingface.co >
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
2025-05-02 10:20:27 +02:00
fab647e884
server : add cache reuse card link to help ( #13230 )
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* server : add cache reuse card link to help
* args : use short url
2025-05-02 09:48:31 +03:00
dcf886007d
convert : explicitly disable trust_remote_code for AutoConfig ( #13246 )
2025-05-02 08:45:10 +02:00
d24d592808
ci: fix cross-compile sync issues ( #12804 )
2025-05-01 19:06:39 -03:00
8efbdadc61
rpc : avoid uninitialized memory in serialize_tensor ( #13210 )
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Zero out the name and padding buffers.
2025-05-01 23:32:11 +02:00
f057808ffa
ggml: Don't assert fail when tensor data changes ( #13222 )
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The following scenario will cause an assertion failure in the graph
allocator:
- Build and allocate a graph containing a tensor with a non-NULL data
pointer
- Build and allocate a new graph where that data is NULL
Result:
ggml-alloc.c:819: GGML_ASSERT(talloc->buffer_id >= 0) failed
This happens during revalidation because we think that memory should
have been previously allocated based on the current graph but in
reality the previous graph was different. In this situation, we
should do a full reallocation pass.
2025-05-01 22:46:10 +02:00
d7a14c42a1
build : fix build info on windows ( #13239 )
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* build : fix build info on windows
* fix cuda host compiler msg
2025-05-01 21:48:08 +02:00
b6e4ff69b8
clip : (minicpmv) Re-enable upscaling of images smaller than the CLIP image size ( #13237 )
2025-05-01 21:32:21 +02:00
e0f572c846
llama-chat : update GLM4 chat template ( #13238 )
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* update GLM4 chat template
* Update chat template
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
---------
Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com >
2025-05-01 21:16:38 +02:00
79f26e9e12
vulkan: Add bfloat16 support ( #12554 )
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* vulkan: Add bfloat16 support
This adds bfloat16 matrix multiply support based on VK_KHR_shader_bfloat16.
The extension is required for coopmat multiply support, but matrix-vector
multiply trivially promotes bf16 to fp32 and doesn't require the extension.
The copy/get_rows shaders also don't require the extension.
It's probably possible to fall back to non-coopmat and promote to fp32 when
the extension isn't supported, but this change doesn't do that.
The coopmat support also requires a glslc that supports the extension, which
currently requires a custom build.
* vulkan: Support bf16 tensors without the bf16 extension or coopmat support
Compile a variant of the scalar mul_mm shader that will promote the bf16
values to float, and use that when either the bf16 extension or the coopmat
extensions aren't available.
* vulkan: bfloat16 fixes (really works without bfloat16 support now)
* vulkan: fix spirv-val failure and reenable -O
2025-05-01 20:49:39 +02:00
fc727bcdd5
vulkan: Handle src1 batch dimension in non-contiguous mat-vec-mul shader ( #13191 )
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* vulkan: Handle src1 batch dimension in non-contiguous mat-vec-mul shader
2025-05-01 20:19:31 +02:00
b0ecbd434b
test: non-cont. b in test-backend-ops -o MUL_MAT ( #13187 )
2025-05-01 20:18:56 +02:00
b1dd4d08e8
sync : ggml
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ggml-ci
2025-05-01 20:15:34 +03:00
99881f77d8
whisper : add check that target name exists (whisper/3103)
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This commit adds a check to makes sure that the target exists before
trying to add compile options to ignore warnings when using MSVC.
The motivation for this is currently the build is broken depending on
the cmake options provided. With this fix it should be possible to build
even if the targets are not actually available.
Refs: https://github.com/ggml-org/whisper.cpp/pull/3090#issuecomment-2842760104
2025-05-01 20:15:34 +03:00
b5769d92b4
ggml : suppress Windows compiler warnings (whisper/3075)
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* whisper: suppress Windows compiler warnings
This commit disables compiler warnings on window using MSVC.
The motivation for these changes is that some compilers generate
warnings for these conversion, for example Windows MSVC, and
there are quite a few of them. This makes it a little difficult to
spot new warnings that may be introduced and also can be difficult
for users/embedders of ggml where these warnings are hard to separate
from their own warnings.
* squash! whisper: suppress Windows compiler warnings
Move ggml related warnings into ggml. This commit also fixes the
indentation and adds a missing whitespace to the if statement.
2025-05-01 20:15:34 +03:00
8936784f7a
mtmd : add **vision** support for Mistral Small 3.1 ( #13231 )
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* convert ok
* load ok, missing patch merger
* ah sheet it works
* update llava/readme
* add test
* fix test
2025-05-01 17:05:42 +02:00
13c9a3319b
arg : remove CURLINFO_EFFECTIVE_METHOD ( #13228 )
2025-05-01 10:23:25 +02:00
a70183eb00
llama-model : fix the reported size class for nomic-embed-text-v2-moe ( #13223 )
2025-05-01 10:09:41 +03:00
8d33d740c3
sync : ggml
2025-05-01 10:00:39 +03:00
4254bb4951
ggml : fix ggml_gallocr_ptr type (ggml/1205)
2025-05-01 09:58:44 +03:00
9998540149
cuda : fix unused variable compile warning (whisper/0)
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ggml-ci
2025-05-01 09:58:44 +03:00
e1e8e0991f
CUDA: batched+noncont MMQ, refactor bs>1 MoE code ( #13199 )
2025-04-30 23:12:59 +02:00
