Commit Graph

14439 Commits

Author SHA1 Message Date
Concedo fa21872f97 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	docs/backend/SYCL.md
#	ggml/src/ggml-cpu/ggml-cpu.c
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/cvt.cl
#	ggml/src/ggml-opencl/kernels/gemv_moe_mxfp4_f32_ns.cl
#	ggml/src/ggml-opencl/kernels/gemv_moe_q4_k_f32_ns.cl
#	ggml/src/ggml-sycl/backend.hpp
#	ggml/src/ggml-sycl/common.hpp
#	ggml/src/ggml-sycl/dmmv.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	scripts/sync_vendor.py
#	tests/CMakeLists.txt
#	tests/test-alloc.cpp
#	tests/test-backend-ops.cpp
#	tests/test-chat.cpp
#	tests/test-gguf.cpp
#	tests/test-save-load-state.cpp
2026-07-13 20:53:37 +08:00
Wagner Bruna 1f9dd9c398 sd: sync with master-775-b5d8120 (#2321)
* sd: expose extra_sample_args parameter

* sd: sync with master-773-1b04283

* sd: sync with master-775-b5d8120
2026-07-13 20:42:22 +08:00
Concedo d067fc6d28 fixed kcpp sdcpp file location 2026-07-13 20:40:48 +08:00
Christian Kastner f4253ef965 tests: Harmonize header use (#25616)
* tests: Harmonize the use of private ggml includes

* tests: In test-backend-ops, use quoted includes

As with all other tests. This is to ensure that the build uses shipped
headers over possibly system-installed ones.
2026-07-13 15:36:51 +03:00
Concedo 75ada7102f exclude z-image from reference image list 2026-07-13 20:32:58 +08:00
QuintinShaw ad8d821991 gguf : add tensor shape accessor (#24405)
* gguf : add tensor shape accessors

* gguf : return tensor shape as const int64_t *

* gguf : remove n_dims accessor, keep only gguf_get_tensor_ne
2026-07-13 13:55:15 +03:00
Concedo b368c874e9 fixed int8 convrot loading 2026-07-13 18:39:32 +08:00
Concedo 91b1e1c89a fix speculative logging 2026-07-13 18:29:21 +08:00
Concedo 2f7d1bb5c4 fixed nonetype error 2026-07-13 18:04:37 +08:00
Frosty40 91c631b21d chat : fix reasoning leak with force-opened bare <think> templates (#24674)
* chat : fix reasoning leak with force-opened bare <think> templates

The reasoning start tag inferred from prior turns can carry trailing
whitespace (e.g. <think>\n) while a force-open template prefills a bare
<think>. Trim the tag used for the prefix split so the bare prefill is
matched instead of being swallowed into content.

* chat : fix Nemotron Nano v2 regression

---------

Co-authored-by: Alde Rojas <hello@alde.dev>
2026-07-13 09:45:10 +02:00
Frosty40 efb3036c18 sycl: add fused top-k MoE (#25217)
* sycl: add fused top-k MoE

* sycl: address review: GGML_SYCL_ENABLE_FUSION env, move fusion dispatch to topk-moe

* sycl: print GGML_SYCL_ENABLE_FUSION at startup like other env vars

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-07-13 09:56:41 +03:00
Todd Malsbary e474bba7af sycl: add Q2_K to DMMV reorder path (#25064)
Signed-off-by: Todd Malsbary <todd.malsbary@intel.com>
2026-07-13 09:53:39 +03:00
Aleksander Grygier 38fd5c9993 ui: Remove recommended MCP Servers + improve MCP Servers Settings UI/UX (#25535)
* fix: drop MCP recommendations auto-popup and silent preloads

* feat: Add consent-driven MCP recommendations inside Add New Server dialog

* refactor: Drop mcpDefaultServerOverrides for mcpServers[i].enabled

* feat: Center the empty state on the MCP settings page

* fix: keep existing MCP cards intact when adding a new server

* fix: keep MCP cards stable when a new server is added

* refactor: keep MCP server list in config insertion order

* feat: shrink the recommended-MCP cards to two tools each and fit them in one row

* feat: make recommended MCP cards click-to-fill and tighten copy

* feat: highlight the selected MCP recommendation and stop auto-focus on dialog open

* feat: derive MCP recommendation selection from the form URL

* fix: make recommendation MCP cards fully non-focusable

* fix: redirect focus from first card to the URL input on consent

* chore: Formatting

* refactor: Remove Recommended MCP Servers completely

* fix: Preserve legacy mcpDefaultServerOverrides key after merge migration for downgrade compatibility
2026-07-13 08:45:04 +02:00
Bernard Ladenthin 99f3dc3229 server: honour per-request reasoning_budget_tokens in chat completions (#23116)
* server: honour per-request reasoning_budget_tokens in chat completions

The reasoning-budget block in oaicompat_chat_params_parse read only the
server-level default (opt.reasoning_budget, typically -1) and the
Anthropic-style alias thinking_budget_tokens, but never the canonical
reasoning_budget_tokens field from the request body.  Because the key
was then written into llama_params before the generic body-copy loop
ran, the copy loop found the key already present and silently skipped
the caller-supplied value.  Any per-request override (e.g. 0 to
suppress thinking entirely) was therefore discarded.

Fix: read reasoning_budget_tokens from the request body first, so the
value that reaches the sampling layer is the one the caller intended.

Add a unit test in test-chat.cpp that exercises this path via
oaicompat_chat_params_parse with a Qwen3 template (which the autoparser
detects as a thinking-capable model) and asserts the returned
llama_params carries reasoning_budget_tokens == 0.

* server: honour per-request reasoning_budget_message in chat completions

The reasoning-budget block in oaicompat_chat_params_parse wrote
reasoning_budget_message into llama_params straight from the server-level
default (opt.reasoning_budget_message) and never read the canonical
reasoning_budget_message field from the request body. Because the key
was written before the generic body-copy loop ran, that loop found the
key already present and silently skipped the caller-supplied value. Any
per-request override of the message injected before the end tag when the
budget is exhausted was therefore discarded, even though server-task.cpp
already reads reasoning_budget_message from that data.

This mirrors the reasoning_budget_tokens bug fixed in the previous commit.

Fix: read reasoning_budget_message from the request body first, falling
back to the server default, so the value that reaches the sampling layer
is the one the caller intended.

While here, collapse the adjacent reasoning_budget_tokens override to a
single json_value() call; json_value already falls back to the default on
a missing/null/wrong-type key, so the explicit body.contains() guard was
redundant. No behavioral change.

Add a unit test in test-chat.cpp that exercises this path via
oaicompat_chat_params_parse with a Qwen3 template (which the autoparser
detects as a thinking-capable model) and asserts the returned
llama_params carries the per-request reasoning_budget_message rather than
the server default.

* cleanup

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2026-07-13 01:58:44 +02:00
Alessandro de Oliveira Faria (A.K.A.CABELO) 34558825a2 vendor : update cpp-httplib to 0.50.1 (#25576) 2026-07-13 01:10:03 +02:00
Sebastian Dröge 8014d2cf97 server: Don't consider models with --no-mmproj-auto as multimodal (#25590)
If mmproj is explicitly disabled via the model preset or command-line
parameters then the model won't be able to handle image/audio inputs and
this shouldn't be declared as supported input modality on the /v1/models
endpoint.
2026-07-13 00:48:13 +02:00
Pascal 4114ba18b2 mtmd: fix silent prompt truncation on embedded NUL (#25548)
* mtmd: fix silent prompt truncation on embedded NUL

mtmd_input_text carried the prompt as a bare const char* with no
length, so a NUL byte in message content cut the prompt at the
tokenizer boundary and dropped every later message plus the assistant
marker, with no log. Add an explicit text_len and thread it through,
matching llama_tokenize and the text only path.

* cleanup

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2026-07-13 00:47:25 +02:00
Aldehir Rojas 0c4fa7a989 server : evict checkpoints within min-step of each other (#25472) 2026-07-12 15:59:14 -05:00
quei 6b4dc2116a server : fix image blocks in tool_result being dropped during Anthropic OpenAI conversion (#22536)
* server : fix image blocks in tool_result being dropped during Anthropic→OpenAI conversion

server_chat_convert_anthropic_to_oai() silently discarded image blocks

inside Anthropic tool_result content. This broke multimodal tool outputs

(e.g. a tool that returns an image) because the model never received the

image.

When tool_result contains image blocks, convert them to OpenAI

multimodal content parts (text + image_url array). Plain-text results

remain simple strings for backwards compatibility.

* server : add test for image blocks in Anthropic tool_result conversion
2026-07-12 17:43:51 +02:00
Concedo faabad2fab up speculative vocab drafting from 128 to 256 2026-07-12 22:55:00 +08:00
Concedo f2f9d9d2b3 cont: abort bug for images 2026-07-12 22:37:12 +08:00
Concedo 60f0e18cb0 added int8 convrot support 2026-07-12 21:43:36 +08:00
Concedo 30def702a0 fixed abort bug for images 2026-07-12 21:01:15 +08:00
Concedo 70a9d58fff fixed sefi loading 2026-07-12 14:25:14 +08:00
Concedo 062a2d0bd3 added support for qwen3tts aliases, replaces https://github.com/LostRuins/koboldcpp/pull/2315 2026-07-12 11:49:33 +08:00
Concedo 6fffdb5c62 rowsplit removed 2026-07-12 09:58:39 +08:00
kdkd e3546c7948 Fix conditional to display 'LLAMA_SPLIT_MODE_TENSOR not implemented for architecture' message (#24926) 2026-07-11 20:03:24 +02:00
Rohit Mahesh d72bfa38f7 gguf : reject empty metadata keys (#24917) 2026-07-11 20:02:44 +02:00
cphlipot 3cec3bcd16 cuda: Don't crash when querying memory on device with no free memory. (#25157)
If a Cuda device has no or limited available memory, the actual call
to cudaMemGetInfo() itself can cause a fatal crash due to a cuda out
of memory error (there is not enough memory to actually query memory)

This causes an issue because we query memory for all devices at
startup even if the user isn't trying to use the device for inference.

Fix this by making the error non-fatal and assigning zero total/free
memory to the device. This will have the downstream effect of the fit
algorithm not trying to put any layers on it, which is desired outcome
vs hard crashing.

this also prevents crashes in cuda enabled builds when user explicitly
passes '-dev none'
2026-07-11 19:13:43 +02:00
Aman Gupta 13f2b28b09 DeepseekV4: clear cache only for seq rather than full (#25521) 2026-07-11 23:35:45 +08:00
Concedo c95d4e466e update sdui 2026-07-11 22:21:51 +08:00
Wagner Bruna ce3623ad8b sd: make aborting on client disconnect opt-out (#2322) 2026-07-11 22:21:22 +08:00
Concedo 0240b72895 add script working dir to convert script 2026-07-11 22:15:16 +08:00
Xuan-Son Nguyen c92e806d1c server: allow stream for exec_shell_command (#25526)
* init stream

* add stream for shell tool

* add test

* nits

* update docs
2026-07-11 12:42:55 +02:00
Xuan-Son Nguyen ea1f7bbb5d server: refactor server_stream (#25541)
* server: refactoring, remove spipe from server_http_res

* wip

* remove non-thread-safe rd.stop() call

* move server_res_spipe

* nits

* improve server_stream_create_spipe

* server-stream: update dev docs for the improved API

---------

Co-authored-by: Pascal <admin@serveurperso.com>
2026-07-11 12:41:47 +02:00
fairydreaming 00f5442cc4 ggml : add GGML_OP_LIGHTNING_INDEXER that implements DeepSeek V3.2/V4 lightning indexer (#24231)
* ggml : add GGML_OP_LIGHTNING_INDEXER that implements DeepSeek V3.2/V4 lightning indexer

* ggml : remove scale parameters from lightning indexer OP, add f16 mask parameter

* tests : add GGML_OP_LIGHTNING_INDEXER tests

* ggml : bump RPC version

* chore : check if lightning indexer input tensors are not transposed

* tests : count flops instead of bandwidth in lightning indexer test

* chore : add missing const

* chore : whitespace

* ggml : renamed variables in CPU lightning indexer implementation

* ggml : fix lightning indexer mask broadcasting

* tests : tests for lightning indexer mask broadcasting

* chore : whitespace

* llama : use GGML_OP_LIGHTNING_INDEXER in DeepSeek V3.2 and DeepSeek V4 models

---------

Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com>
2026-07-11 11:39:07 +02:00
Raman Shinde 76f2798059 Vulkan: route large matmuls to medium tile on Adreno (#24877)
* [Vulkan] Fixes llama-cli breaking over longer promts sizes

The llama-cli was breaking for longer promts sizes for q4_0 quantized networks. Causing due to insufficient shared memory.

* Removed the un-used Adreno device

* Updated matmul for small pipeline.
2026-07-11 10:28:29 +02:00
Hongqiang Wang 1d1d9a9ed7 opencl: add int8 dp4 dense and MoE prefill optimization for Adreno GPUs (#25537)
* opencl: add int8 dp4 dense and moe GEMM

* opencl: refactor

---------

Co-authored-by: Li He <lih@qti.qualcomm.com>
2026-07-10 23:05:58 -07:00
Concedo 622599d8b5 updated sdui 2026-07-11 12:28:53 +08:00
Wagner Bruna c43c27c838 sd: cancel image generation on client disconnect (#2318) 2026-07-11 12:28:04 +08:00
Concedo cf11aeb27e bump version 2026-07-11 11:37:54 +08:00
Concedo f57cd915a9 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/ui-publish.yml
#	CODEOWNERS
#	docs/ops.md
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-hexagon/htp/CMakeLists.txt
#	ggml/src/ggml-hexagon/htp/argsort-ops.c
#	scripts/sync-ggml.last
#	tools/mtmd/tests/test-deepseek-ocr.py
2026-07-11 11:36:59 +08:00
Concedo 9d8a50378a Merge commit '961e4b26a7dd0e01e20599b27d709a74788ecb55' into concedo_experimental
# Conflicts:
#	.github/workflows/hip-quality-check.yml
#	AGENTS.md
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp
#	ggml/src/ggml-hexagon/htp/CMakeLists.txt
#	ggml/src/ggml-hexagon/htp/concat-ops.c
#	ggml/src/ggml-hexagon/htp/flash-attn-ops.c
#	ggml/src/ggml-hexagon/htp/flash-attn-ops.h
#	ggml/src/ggml-hexagon/htp/hmx-fa-kernels.h
#	ggml/src/ggml-hexagon/htp/hmx-queue.c
#	ggml/src/ggml-hexagon/htp/hmx-queue.h
#	ggml/src/ggml-hexagon/htp/hmx-utils.h
#	ggml/src/ggml-hexagon/htp/htp-ctx.h
#	ggml/src/ggml-hexagon/htp/hvx-utils.h
#	ggml/src/ggml-hexagon/htp/main.c
#	ggml/src/ggml-hexagon/htp/matmul-ops.c
#	ggml/src/ggml-hexagon/htp/rope-ops.c
#	ggml/src/ggml-hexagon/htp/unary-ops.c
#	ggml/src/ggml-hexagon/htp/worker-pool.c
#	ggml/src/ggml-hexagon/htp/worker-pool.h
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/flash_attn_f32_f16.cl
#	ggml/src/ggml-opencl/kernels/flash_attn_f32_q4_0.cl
#	ggml/src/ggml-opencl/kernels/flash_attn_f32_q8_0.cl
#	ggml/src/ggml-opencl/kernels/gemm_moe_mxfp4_f32_ns.cl
#	ggml/src/ggml-opencl/kernels/gemm_moe_q4_0_f32_ns.cl
#	ggml/src/ggml-opencl/kernels/gemm_moe_q4_1_f32_ns.cl
#	ggml/src/ggml-opencl/kernels/gemm_moe_q4_k_f32_ns.cl
#	ggml/src/ggml-opencl/kernels/gemm_moe_q5_0_f32_ns.cl
#	ggml/src/ggml-opencl/kernels/gemm_moe_q5_1_f32_ns.cl
#	ggml/src/ggml-opencl/kernels/gemm_moe_q5_k_f32_ns.cl
#	ggml/src/ggml-opencl/kernels/gemm_moe_q6_k_f32_ns.cl
#	ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp
#	ggml/src/ggml-webgpu/wgsl-shaders/flash_attn_vec_split.wgsl
#	tests/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tools/cli/CMakeLists.txt
#	tools/cli/cli.cpp
#	tools/llama-bench/llama-bench.cpp
2026-07-11 11:13:27 +08:00
Concedo 0f0245161e Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	tests/test-backend-ops.cpp
#	tests/test-quantize-fns.cpp
#	tools/server/README.md
#	tools/ui/src/lib/constants/settings-registry.ts
2026-07-11 09:20:40 +08:00
Concedo fc6e197fdd Merge commit '33ca0dcb9d78c7c3a3b543db4c5fc9182abfe519' into concedo_experimental
# Conflicts:
#	docs/backend/SYCL.md
#	docs/build.md
#	docs/ops.md
#	docs/ops/SYCL.csv
#	ggml/src/ggml-cuda/ggml-cuda.cu
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-opencl/fa_tune.h
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/flash_attn_f16.cl
#	ggml/src/ggml-opencl/kernels/flash_attn_f32.cl
#	ggml/src/ggml-opencl/kernels/flash_attn_f32_f16.cl
#	ggml/src/ggml-opencl/kernels/flash_attn_f32_q4_0.cl
#	ggml/src/ggml-opencl/kernels/flash_attn_f32_q8_0.cl
#	ggml/src/ggml-opencl/kernels/mul_mv_f16_f32_l4.cl
#	ggml/src/ggml-sycl/backend.hpp
#	ggml/src/ggml-sycl/common.hpp
#	ggml/src/ggml-sycl/cpy.cpp
#	ggml/src/ggml-sycl/cpy.hpp
#	ggml/src/ggml-sycl/dmmv.cpp
#	ggml/src/ggml-sycl/element_wise.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/presets.hpp
#	src/llama-graph.cpp
#	src/llama-kv-cache.cpp
2026-07-11 08:46:16 +08:00
Pascal 4f37f51972 server: accept null sampling params (#25538)
* server: accept null sampling params

Extend the schema validation to treat a null value as absent, so
clients can send null on nullable params (temperature, top_p, ...)
to request the server default. This matches the OpenAI spec and the
json_value convention used elsewhere.

Add has_field() to skip null in the field eval guards.

* has_field -> has_value​
2026-07-10 22:07:29 +02:00
Concedo 39654ab421 Fixed https://github.com/LostRuins/koboldcpp/issues/2285 and replaces https://github.com/LostRuins/koboldcpp/pull/2317 2026-07-11 01:08:46 +08:00
eduardopessin c749cb0417 llama : make tensor-split regex patterns static (#24710)
llama_meta_device_get_split_state() recompiled 29 std::regex on every call.
In -sm tensor mode the callback runs once per tensor per token, so this
dominated the decode thread in profiling. Mark them static const so they are
compiled once. Kept inside the function (local statics are thread-safe since
C++11). Patterns are literal and stateless, so behavior is unchanged.
2026-07-10 19:04:12 +02:00
Max Krasnyansky 67776eaee5 hexagon: improve ARGSORT performance for small tensors (#25512)
* hex-sort: add efficient bitomic sort in hvx regs up to 1024 elements

* hex-sort: fix inverted vrors

* hex-sort: specialize sort functions for the common cases

* hex-sort: add tracing and local context
2026-07-10 09:06:06 -07:00
Xuan-Son Nguyen 22b69b6e92 arg: prevent duplicate spec model downloads (#25527) 2026-07-10 16:53:26 +02:00