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Author SHA1 Message Date
Concedo
79882d669a Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build-android.yml
#	.github/workflows/build.yml
#	.github/workflows/release.yml
#	CMakeLists.txt
#	CODEOWNERS
#	common/CMakeLists.txt
#	common/common.h
#	docs/ops.md
#	docs/ops/Metal.csv
#	examples/batched/CMakeLists.txt
#	examples/convert-llama2c-to-ggml/CMakeLists.txt
#	examples/debug/CMakeLists.txt
#	examples/diffusion/CMakeLists.txt
#	examples/embedding/CMakeLists.txt
#	examples/eval-callback/CMakeLists.txt
#	examples/gen-docs/CMakeLists.txt
#	examples/idle/CMakeLists.txt
#	examples/lookahead/CMakeLists.txt
#	examples/lookup/CMakeLists.txt
#	examples/parallel/CMakeLists.txt
#	examples/passkey/CMakeLists.txt
#	examples/retrieval/CMakeLists.txt
#	examples/save-load-state/CMakeLists.txt
#	examples/speculative-simple/CMakeLists.txt
#	examples/speculative/CMakeLists.txt
#	examples/sycl/CMakeLists.txt
#	examples/training/CMakeLists.txt
#	ggml/src/ggml-hexagon/htp/hmx-matmul-ops.c
#	ggml/src/ggml-hexagon/htp/htp-ops.h
#	ggml/src/ggml-hexagon/htp/main.c
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/cvt.cl
#	pocs/vdot/CMakeLists.txt
#	src/CMakeLists.txt
#	tests/CMakeLists.txt
#	tests/test-quantize-stats.cpp
#	tools/batched-bench/CMakeLists.txt
#	tools/cli/CMakeLists.txt
#	tools/cli/cli.cpp
#	tools/completion/CMakeLists.txt
#	tools/cvector-generator/CMakeLists.txt
#	tools/cvector-generator/cvector-generator.cpp
#	tools/export-lora/CMakeLists.txt
#	tools/gguf-split/CMakeLists.txt
#	tools/gguf-split/gguf-split.cpp
#	tools/imatrix/CMakeLists.txt
#	tools/llama-bench/CMakeLists.txt
#	tools/llama-bench/llama-bench.cpp
#	tools/mtmd/CMakeLists.txt
#	tools/perplexity/CMakeLists.txt
#	tools/quantize/CMakeLists.txt
#	tools/quantize/quantize.cpp
#	tools/results/CMakeLists.txt
#	tools/server/CMakeLists.txt
#	tools/tokenize/CMakeLists.txt
#	tools/tts/CMakeLists.txt
 2026-04-17 22:37:37 +08:00
Georgi Gerganov
6990e2f1f7
libs : rename libcommon -> libllama-common (#21936) 
* cmake : allow libcommon to be shared

* cmake : rename libcommon to libllama-common

* cont : set -fPIC for httplib

* cont : export all symbols

* cont : fix build_info exports

* libs : add libllama-common-base

* log : add common_log_get_verbosity_thold()
 2026-04-17 11:11:46 +03:00
Concedo
2e4f94822e Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build-self-hosted.yml
#	.github/workflows/docker.yml
#	ci/run.sh
#	docs/build.md
#	ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	src/llama-vocab.cpp
#	tests/test-chat.cpp
#	tests/test-jinja.cpp
#	tools/cli/README.md
#	tools/completion/README.md
#	tools/server/README.md
 2026-04-04 14:27:23 +08:00
Yes You Can Have Your Own
50e0ad08fb
server: save and clear idle slots on new task (--clear-idle) (#20993) 
* server: clear idle slots KV from VRAM (LLAMA_KV_KEEP_ONLY_ACTIVE)

* server: move idle slot KV clearing to slot release

The save "cost" is now paid by the finishing request.

* server: add --kv-clear-idle flag, enable by default

* server: skip clearing last idle slot, clear on launch

* server: test --no-kv-clear-idle flag

* server: simplify on-release clearing loop

* server: remove on-release KV clearing, keep launch-only

* cont : clean-up

* tests: update log strings after --clear-idle rename

* tests: use debug tags instead of log message matching

* test: fix Windows CI by dropping temp log file unlink

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2026-04-03 19:02:27 +02:00
Concedo
34ad53e950 merged support for gemma4. the e2b, e4b and 26b work, the 31b does not 2026-04-03 11:07:46 +08:00
Ruben Ortlam
5803c8d115
tests: allow exporting graph ops from HF file without downloading weights (#21182)
Some checks are pending
Check Pre-Tokenizer Hashes / pre-tokenizer-hashes (push) Waiting to run
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Details 
* tests: allow exporting graph ops from HF file without downloading weights

* use unique_ptr for llama_context in HF metadata case

* fix missing non-required tensors falling back to type f32

* use unique pointers where possible

* use no_alloc instead of fixing f32 fallback

* fix missing space
 2026-04-02 18:19:20 +02:00
Concedo
42ad89cd86 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.devops/cann.Dockerfile
#	.devops/cpu.Dockerfile
#	.devops/llama-cli-cann.Dockerfile
#	.devops/nix/package.nix
#	.github/workflows/build-android.yml
#	.github/workflows/build-cann.yml
#	.github/workflows/build-msys.yml
#	.github/workflows/docker.yml
#	.github/workflows/editorconfig.yml
#	.github/workflows/gguf-publish.yml
#	.github/workflows/python-lint.yml
#	.github/workflows/release.yml
#	CMakeLists.txt
#	docs/backend/CANN.md
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp
#	ggml/src/ggml-hexagon/htp/hmx-matmul-ops.c
#	ggml/src/ggml-hexagon/htp/htp-ctx.h
#	ggml/src/ggml-hexagon/htp/main.c
#	ggml/src/ggml-hexagon/htp/matmul-ops.c
#	ggml/src/ggml-rpc/ggml-rpc.cpp
#	scripts/sync_vendor.py
#	tests/test-chat-auto-parser.cpp
#	tests/test-chat.cpp
#	tests/test-json-schema-to-grammar.cpp
#	tests/test-reasoning-budget.cpp
#	tools/cli/cli.cpp
#	tools/server/CMakeLists.txt
#	tools/server/README.md
 2026-03-30 20:45:38 +08:00
Sigbjørn Skjæret
c46758d28f
cli : add /glob command (#21084) 
* add /glob command

* output error when max files reached

* support globbing outside curdir
 2026-03-28 02:33:04 +01:00
Adrien Gallouët
5c1a7b8355
server : add custom socket options to disable SO_REUSEPORT (#21056) 
* server : add custom socket options to disable SO_REUSEPORT

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

* Add --reuse-port

    $ strace -e trace=setsockopt,bind build/bin/llama-server -lv 2 --reuse-port
    setsockopt(3, SOL_TCP, TCP_NODELAY, [1], 4) = 0
    setsockopt(3, SOL_SOCKET, SO_REUSEADDR, [1], 4) = 0
    setsockopt(3, SOL_SOCKET, SO_REUSEPORT, [1], 4) = 0
    bind(3, {sa_family=AF_INET, sin_port=htons(8080), sin_addr=inet_addr("127.0.0.1")}, 16) = 0

    $ strace -e trace=setsockopt,bind build/bin/llama-server -lv 2
    setsockopt(3, SOL_TCP, TCP_NODELAY, [1], 4) = 0
    setsockopt(3, SOL_SOCKET, SO_REUSEADDR, [1], 4) = 0
    bind(3, {sa_family=AF_INET, sin_port=htons(8080), sin_addr=inet_addr("127.0.0.1")}, 16) = 0

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

* Update tools/server/README.md (llama-gen-docs)

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

* Fix windows

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

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
 2026-03-28 01:12:43 +01:00
Xuan-Son Nguyen
20197b6fe3
server: add built-in tools backend support (#20898) 
* wip: server_tools

* refactor

* displayName -> display_name

* snake_case everywhere

* rm redundant field

* change arg to --tools all

* add readme mention

* llama-gen-docs
 2026-03-27 10:07:11 +01:00
Concedo
6054bacadd Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/ai-issues.yml
#	CONTRIBUTING.md
#	docs/autoparser.md
#	docs/ops.md
#	docs/ops/Metal.csv
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp
#	ggml/src/ggml-hexagon/htp/CMakeLists.txt
#	ggml/src/ggml-hexagon/htp/hex-dma.h
#	ggml/src/ggml-hexagon/htp/hex-utils.h
#	ggml/src/ggml-hexagon/htp/htp-ctx.h
#	ggml/src/ggml-hexagon/htp/htp-msg.h
#	ggml/src/ggml-hexagon/htp/htp_iface.idl
#	ggml/src/ggml-hexagon/htp/hvx-base.h
#	ggml/src/ggml-hexagon/htp/main.c
#	ggml/src/ggml-hip/CMakeLists.txt
#	models/templates/Apriel-1.6-15b-Thinker-fixed.jinja
#	models/templates/deepseek-ai-DeepSeek-R1-Distill-Qwen-32B.jinja
#	models/templates/deepseek-ai-DeepSeek-V3.1.jinja
#	models/templates/llama-cpp-deepseek-r1.jinja
#	models/templates/meetkai-functionary-medium-v3.1.jinja
#	scripts/fetch_server_test_models.py
#	scripts/snapdragon/adb/run-cli.sh
#	scripts/snapdragon/adb/run-completion.sh
#	scripts/snapdragon/adb/run-mtmd.sh
#	scripts/snapdragon/adb/run-tool.sh
#	tests/test-chat-auto-parser.cpp
#	tests/test-chat-peg-parser.cpp
#	tests/test-chat.cpp
#	tools/cli/cli.cpp
#	tools/server/README.md
 2026-03-21 12:06:01 +08:00
Piotr Wilkin (ilintar)
5e54d51b19
common/parser: add proper reasoning tag prefill reading (#20424) 
* Implement proper prefill extraction

* Refactor cli parameters, update docs, move reasoning budget sampler part to common/reasoning-budget.cpp

* Update tools/server/server-task.cpp

* refactor: move grammars to variant, remove grammar_external, handle exception internally

* Make code less C++y

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2026-03-19 16:58:21 +01:00
Concedo
48f914e374 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	ci/run.sh
#	ggml/CMakeLists.txt
#	ggml/src/ggml-cpu/arch/riscv/repack.cpp
#	ggml/src/ggml-cpu/arch/x86/repack.cpp
#	ggml/src/ggml-cpu/repack.cpp
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp
#	ggml/src/ggml-hexagon/htp/CMakeLists.txt
#	ggml/src/ggml-hexagon/htp/htp-msg.h
#	ggml/src/ggml-hexagon/htp/htp-ops.h
#	ggml/src/ggml-hexagon/htp/hvx-base.h
#	ggml/src/ggml-hexagon/htp/hvx-exp.h
#	ggml/src/ggml-hexagon/htp/hvx-sigmoid.h
#	ggml/src/ggml-hexagon/htp/main.c
#	ggml/src/ggml-hexagon/htp/softmax-ops.c
#	ggml/src/ggml-hexagon/htp/unary-ops.c
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	scripts/sync-ggml.last
#	tests/test-backend-sampler.cpp
#	tests/test-chat.cpp
#	tests/test-jinja.cpp
#	tools/cli/cli.cpp
 2026-03-19 02:23:06 +08:00
Piotr Wilkin (ilintar)
d2ecd2d1cf
common/parser: add --skip-chat-parsing to force a pure content parser. (#20289) 
* Add `--force-pure-content` to force a pure content parser.

* Update common/arg.cpp

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

* Change parameter name [no ci]

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
 2026-03-17 16:16:43 +01:00
Concedo
b1c500ae2b Merge commit '2948e6049a' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	CONTRIBUTING.md
#	docs/backend/VirtGPU/development.md
#	docs/ops.md
#	docs/ops/WebGPU.csv
#	embd_res/templates/GigaChat3-10B-A1.8B.jinja
#	embd_res/templates/GigaChat3.1-10B-A1.8B.jinja
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	scripts/sync_vendor.py
#	tests/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tests/test-chat.cpp
#	tests/test-grammar-integration.cpp
#	tests/test-quantize-fns.cpp
 2026-03-15 11:21:24 +08:00
Concedo
67c9798d0b Merge commit '3ca19b0e9f' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	common/CMakeLists.txt
#	common/chat-peg-parser.cpp
#	docs/backend/SYCL.md
#	docs/ops.md
#	docs/ops/SYCL.csv
#	ggml/src/ggml-sycl/common.hpp
#	ggml/src/ggml-sycl/convert.hpp
#	ggml/src/ggml-sycl/element_wise.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/norm.cpp
#	ggml/src/ggml-sycl/rope.cpp
#	ggml/src/ggml-sycl/rope.hpp
#	ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	ggml/src/ggml-webgpu/wgsl-shaders/mul_mat_decls.tmpl
#	ggml/src/ggml-webgpu/wgsl-shaders/mul_mat_reg_tile.wgsl
#	ggml/src/ggml-webgpu/wgsl-shaders/mul_mat_vec.wgsl
#	scripts/compare-llama-bench.py
#	scripts/sync_vendor.py
#	tests/CMakeLists.txt
#	tools/cli/cli.cpp
 2026-03-15 11:11:31 +08:00
Concedo
04915d99ee Merge commit '451ef08432' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	README.md
#	docs/ops.md
#	docs/ops/Vulkan.csv
#	src/llama-model-loader.cpp
#	src/llama-model.cpp
#	src/llama.cpp
#	tests/CMakeLists.txt
#	tests/peg-parser/test-basic.cpp
#	tests/peg-parser/test-json-parser.cpp
#	tests/peg-parser/test-python-dict-parser.cpp
#	tests/peg-parser/test-unicode.cpp
#	tests/test-chat-auto-parser.cpp
#	tests/test-chat-peg-parser.cpp
#	tests/test-chat.cpp
#	tools/CMakeLists.txt
 2026-03-13 23:33:37 +08:00
Ruben Ortlam
128142fe7d
test-backend-ops: allow loading tests from file and parsing model operators into file (#19896) 
* tests: allow loading test-backend-ops tests from json

* add error threshold based on op

* add error when file cannot be read

* add graph operator json extraction tool

* add nb parameter for non-contiguous input tensors

* fix view check

* only use view if non-contiguous/permuted, use C++ random instead of rand()

* replace internal API calls with public llama_graph_reserve call

* reduce test description length

* fix nb[0] not getting set for view

* add name to tests

* fix inplace error

* use text file instead of json

* move llama_graph_reserve function to new llama-ext header, move export-graph-ops to tests/

* fix missing declaration

* use pragma once

* fix indent

* fix Windows build
 2026-03-12 13:26:00 +01:00
ddh0
4a748b8f15
common : fix --n-cpu-moe, --cpu-moe for models with fused gate + up (#20416) 2026-03-12 00:13:28 +01:00
Piotr Wilkin (ilintar)
acb7c79069
common/parser: handle reasoning budget (#20297) 
* v1

* Finished!

* Handlie cli

* Reasoning sampler

* Apply suggestions from code review

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

* Less explosive terminology :)

* Add utf-8 case and tests

* common : migrate reasoning budget sampler to common

* cont : clean up

* cont : expose state and allow passing as initial state

* cont : remove unused imports

* cont : update state machine doc string

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
Co-authored-by: Alde Rojas <hello@alde.dev>
 2026-03-11 10:26:12 +01:00
Concedo
6adcd0b5db Merge commit '34df42f7be' into concedo_experimental 
# Conflicts:
#	README.md
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp
#	ggml/src/ggml-hexagon/htp/CMakeLists.txt
#	ggml/src/ggml-hexagon/htp/act-ops.c
#	ggml/src/ggml-hexagon/htp/binary-ops.c
#	ggml/src/ggml-hexagon/htp/cpy-ops.c
#	ggml/src/ggml-hexagon/htp/get-rows-ops.c
#	ggml/src/ggml-hexagon/htp/htp-msg.h
#	ggml/src/ggml-hexagon/htp/htp-ops.h
#	ggml/src/ggml-hexagon/htp/hvx-arith.h
#	ggml/src/ggml-hexagon/htp/hvx-base.h
#	ggml/src/ggml-hexagon/htp/hvx-inverse.h
#	ggml/src/ggml-hexagon/htp/hvx-utils.h
#	ggml/src/ggml-hexagon/htp/main.c
#	ggml/src/ggml-hexagon/htp/rope-ops.c
#	ggml/src/ggml-hexagon/htp/set-rows-ops.c
#	ggml/src/ggml-hexagon/htp/softmax-ops.c
#	ggml/src/ggml-hexagon/htp/unary-ops.c
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	tests/test-backend-ops.cpp
#	tools/cli/cli.cpp
#	tools/server/webui/src/lib/components/app/chat/ChatScreen/ChatScreen.svelte
 2026-03-10 22:20:04 +08:00
Concedo
746664fde6 Merge commit '2cd20b72ed' into concedo_experimental 
# Conflicts:
#	CONTRIBUTING.md
#	docs/backend/CANN.md
#	docs/backend/SYCL.md
#	docs/backend/snapdragon/README.md
#	docs/backend/snapdragon/windows.md
#	docs/build.md
#	docs/multimodal/MobileVLM.md
#	docs/ops.md
#	docs/ops/WebGPU.csv
#	examples/debug/README.md
#	examples/llama.vim
#	examples/model-conversion/README.md
#	examples/sycl/README.md
#	ggml/src/ggml-cpu/amx/mmq.cpp
#	ggml/src/ggml-cpu/arch/x86/repack.cpp
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp
#	ggml/src/ggml-hexagon/htp-drv.cpp
#	ggml/src/ggml-hexagon/htp/flash-attn-ops.c
#	ggml/src/ggml-hexagon/htp/hvx-base.h
#	ggml/src/ggml-hexagon/htp/hvx-copy.h
#	ggml/src/ggml-hexagon/htp/hvx-inverse.h
#	ggml/src/ggml-hexagon/htp/hvx-reduce.h
#	ggml/src/ggml-hexagon/htp/matmul-ops.c
#	ggml/src/ggml-hexagon/htp/rope-ops.c
#	ggml/src/ggml-hexagon/htp/worker-pool.c
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/cpy.cl
#	ggml/src/ggml-sycl/common.hpp
#	ggml/src/ggml-sycl/quants.hpp
#	ggml/src/ggml-sycl/softmax.cpp
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	scripts/pr2wt.sh
#	scripts/server-bench.py
#	scripts/snapdragon/windows/run-cli.ps1
#	tests/test-alloc.cpp
#	tests/test-backend-ops.cpp
#	tests/test-chat.cpp
#	tools/cli/cli.cpp
#	tools/completion/README.md
#	tools/cvector-generator/cvector-generator.cpp
#	tools/imatrix/README.md
#	tools/perplexity/README.md
#	tools/server/public_simplechat/readme.md
#	tools/server/tests/README.md
 2026-03-10 22:11:08 +08:00
Johannes Gäßler
a976ff081b
llama: end-to-end tests (#19802) 
* tests: add end-to-end tests per model architecture

* fixup for rebase

* fix use-after-free in llama-model-loader.cpp

* fix CI

* fix WebGPU

* fix CI

* disable CI for macOS-latest-cmake-arm64

* use expert_weights_scale only if != 0.0f

* comments
 2026-03-08 12:30:21 +01:00
Piotr Wilkin (ilintar)
f5ddcd1696
Checkpoint every n tokens: squash (#20087) 2026-03-06 11:39:26 +01:00
Aleksander Grygier
f6235a41ef
webui: Agentic Loop + MCP Client with support for Tools, Resources and Prompts (#18655) 2026-03-06 10:00:39 +01:00
Marcel Petrick
92f7da00b4
chore : correct typos [no ci] (#20041) 
* fix(docs): correct typos found during code review

Non-functional changes only:
- Fixed minor spelling mistakes in comments
- Corrected typos in user-facing strings
- No variables, logic, or functional code was modified.

Signed-off-by: Marcel Petrick <mail@marcelpetrick.it>

* Update docs/backend/CANN.md

Co-authored-by: Aaron Teo <taronaeo@gmail.com>

* Revert "Auxiliary commit to revert individual files from 846d1c301281178efbc6ce6060ad34c1ebe45af8"

This reverts commit 02fcf0c7db661d5ff3eff96b2b2db9fdb7213256.

* Update tests/test-backend-ops.cpp

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

* Update tests/test-backend-ops.cpp

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

---------

Signed-off-by: Marcel Petrick <mail@marcelpetrick.it>
Co-authored-by: Aaron Teo <taronaeo@gmail.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
 2026-03-05 08:50:21 +01:00
Concedo
4e358265a3 Merge commit '8387ffb28d' into concedo_experimental 
# Conflicts:
#	docs/backend/VirtGPU.md
#	docs/backend/ZenDNN.md
#	ggml/src/ggml-cpu/amx/amx.cpp
#	ggml/src/ggml-cpu/amx/mmq.cpp
#	ggml/src/ggml-sycl/add-id.cpp
#	ggml/src/ggml-virtgpu/backend/backend-dispatched-backend.cpp
#	ggml/src/ggml-virtgpu/backend/backend-dispatched-buffer-type.cpp
#	ggml/src/ggml-virtgpu/backend/backend-dispatched-buffer.cpp
#	ggml/src/ggml-virtgpu/backend/backend-dispatched.cpp
#	ggml/src/ggml-virtgpu/backend/backend-dispatched.gen.h
#	ggml/src/ggml-virtgpu/backend/backend-dispatched.h
#	ggml/src/ggml-virtgpu/backend/backend-virgl-apir.h
#	ggml/src/ggml-virtgpu/backend/backend.cpp
#	ggml/src/ggml-virtgpu/backend/shared/api_remoting.h
#	ggml/src/ggml-virtgpu/backend/shared/apir_backend.gen.h
#	ggml/src/ggml-virtgpu/backend/shared/apir_backend.h
#	ggml/src/ggml-virtgpu/backend/shared/apir_cs.h
#	ggml/src/ggml-virtgpu/backend/shared/apir_cs_ggml.h
#	ggml/src/ggml-virtgpu/backend/shared/apir_cs_rpc.h
#	ggml/src/ggml-virtgpu/ggml-backend-buffer-type.cpp
#	ggml/src/ggml-virtgpu/ggml-backend-device.cpp
#	ggml/src/ggml-virtgpu/ggml-backend-reg.cpp
#	ggml/src/ggml-virtgpu/ggml-backend.cpp
#	ggml/src/ggml-virtgpu/ggml-remoting.h
#	ggml/src/ggml-virtgpu/include/apir_hw.h
#	ggml/src/ggml-virtgpu/regenerate_remoting.py
#	ggml/src/ggml-virtgpu/virtgpu-forward-backend.cpp
#	ggml/src/ggml-virtgpu/virtgpu-forward-buffer-type.cpp
#	ggml/src/ggml-virtgpu/virtgpu-forward-buffer.cpp
#	ggml/src/ggml-virtgpu/virtgpu-forward-device.cpp
#	ggml/src/ggml-virtgpu/virtgpu-forward-impl.h
#	ggml/src/ggml-virtgpu/virtgpu-forward.gen.h
#	ggml/src/ggml-virtgpu/virtgpu.cpp
#	ggml/src/ggml-virtgpu/virtgpu.h
#	ggml/src/ggml-zendnn/CMakeLists.txt
#	ggml/src/ggml-zendnn/ggml-zendnn.cpp
#	src/CMakeLists.txt
#	tests/CMakeLists.txt
#	tests/test-tokenizer-0.sh
#	tools/cli/README.md
#	tools/completion/README.md
#	tools/imatrix/imatrix.cpp
#	tools/server/README.md
 2026-02-28 12:45:16 +08:00
Pascal
2e7e638523
server : support multiple model aliases via comma-separated --alias (#19926) 
* server : support multiple model aliases via comma-separated --alias

* server : update --alias description and regenerate docs

* server : multiple model aliases and tags

- address review feedback from ngxson
- --alias accepts comma-separated values (std::set, no duplicates)
- --tags for informational metadata (not used for routing)
- aliases resolve transparently in router via get_meta/has_model
- /v1/models exposes aliases and tags fields

* regenerate docs

* nits

* server : use first alias as model_name for backward compat

address review feedback from ngxson

* server : add single-model test for aliases and tags
 2026-02-27 07:05:23 +01:00
Concedo
7e53bfd28d Merge commit '2b6dfe824d' into concedo_experimental 
# Conflicts:
#	.github/workflows/release.yml
#	examples/save-load-state/save-load-state.cpp
#	src/llama-context.cpp
#	tools/cli/cli.cpp
 2026-02-26 15:07:23 +08:00
Daniel Bevenius
2b6dfe824d
llama : remove write/read of output ids/logits/embeddings (#18862) 
* llama : remove write/read of output ids/logits/embeddings

This commit removes the write/read of output ids, logits and
embeddings from the llama context state.

Refs: https://github.com/ggml-org/llama.cpp/pull/18862#issuecomment-3756330941

* completion : add replying of session state

This commit updates the session handing in the completion tool to handle
the that logits are no longer stored in the session file. Instead, we
need to replay the last token to get the logits for sampling.

* common : add common_prompt_batch_decode function

This commit adds a new function which is responsible for decoding prompt
and optionally handle the saving for session data.

* update save-state.cpp to use llama_state_load_file

This commit updates the save-load-state example to utilize the new
llama_state_load_file function for loading the model state from a file.
And it also replays the last token after loading since this state is now
stored before the last token is processed.

* examples : set n_seq_max = 2 for ctx3

This commit updates the save-load-state example to set the n_seq_max
parameter to 2 when initializing the ctx3 context.

The motivation for this change is that using 1 as n_parallel/n_seq_max
the context only supports one sequence, but the test laster tries to
use a second sequence which results in the following error:
```console
main : loaded state with 4 tokens
main : seq 0 copied, 225760 bytes
main : kv cache cleared
find_slot: seq_id=1 >= n_seq_max=1 Try using a bigger --parallel value
state_read_meta: failed to find available cells in kv cache
```
This seems to only happen for recurrent/hybrid models.
 2026-02-23 07:04:30 +01:00
Concedo
9eb9e4eb83 Merge commit '8a70973557' into concedo_experimental 
# Conflicts:
#	docs/backend/CANN.md
#	docs/backend/SYCL.md
#	examples/model-conversion/scripts/utils/tensor-info.py
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/expm1.cl
#	ggml/src/ggml-opencl/kernels/mean.cl
#	ggml/src/ggml-opencl/kernels/softplus.cl
#	ggml/src/ggml-opencl/kernels/sum_rows.cl
#	ggml/src/ggml-webgpu/ggml-webgpu-shader-lib.hpp
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	ggml/src/ggml-webgpu/wgsl-shaders/common_decls.tmpl
#	ggml/src/ggml-webgpu/wgsl-shaders/embed_wgsl.py
#	ggml/src/ggml-webgpu/wgsl-shaders/get_rows.wgsl
#	ggml/src/ggml-webgpu/wgsl-shaders/mul_mat.wgsl
#	ggml/src/ggml-webgpu/wgsl-shaders/mul_mat_decls.tmpl
#	ggml/src/ggml-webgpu/wgsl-shaders/mul_mat_reg_tile.wgsl
#	ggml/src/ggml-webgpu/wgsl-shaders/mul_mat_subgroup_matrix.wgsl
#	ggml/src/ggml-webgpu/wgsl-shaders/mul_mat_vec.wgsl
#	ggml/src/ggml-webgpu/wgsl-shaders/scale.wgsl
#	tools/server/webui/src/lib/components/app/chat/ChatScreen/ChatScreen.svelte
 2026-02-20 14:36:49 +08:00
Adrien Gallouët
a569bda445
common : make small string helpers as inline functions (#19693)
Some checks are pending
Check Pre-Tokenizer Hashes / pre-tokenizer-hashes (push) Waiting to run
Details
Python check requirements.txt / check-requirements (push) Waiting to run
Details
Python Type-Check / pyright type-check (push) Waiting to run
Details 
Also use string_view when it make sense and fix some corner cases.

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
 2026-02-18 08:03:01 +01:00
Concedo
b6bb9c914e Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/winget.yml
#	CMakeLists.txt
#	common/CMakeLists.txt
#	examples/model-conversion/scripts/causal/run-org-model.py
#	ggml/src/ggml-cpu/CMakeLists.txt
#	tools/perplexity/perplexity.cpp
#	tools/server/CMakeLists.txt
 2026-02-17 19:41:28 +08:00
Ivan Chikish
cceb1b4e33
common : inline functions (#18639) 2026-02-16 17:52:24 +02:00
Concedo
bff3fd3e34 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	common/common.cpp
#	docs/backend/snapdragon/README.md
#	ggml/src/ggml-hexagon/htp/htp-ops.h
#	ggml/src/ggml-hexagon/htp/matmul-ops.c
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	scripts/pr2wt.sh
#	tests/test-backend-ops.cpp
#	tools/server/README.md
 2026-02-13 14:00:45 +08:00
Concedo
261d78eaaa Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	CMakeLists.txt
#	README.md
#	docs/speculative.md
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/ggml-cann.cpp
#	tests/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tools/mtmd/clip.cpp
 2026-02-12 18:05:20 +08:00
Daniel Bevenius
3136a849db
common : remove unused token util functions (#19506) 
This commit removes two unused functions `common_lcp` and `common_lcs`.
The last usage of these functions was removed in
Commit 33eff40240 ("server : vision support
via libmtmd") and are no longer used anywhere in the codebase.
 2026-02-11 17:41:35 +01:00
Sascha Rogmann
292f6908cd
spec : remove check rate (#19377) 
* spec: remove parameter spec-ngram-check-rate

* spec : renamed statistics vars

* spec : add n_call_begin, n_call_accept

* spec : don't enable key-map-stats
 2026-02-09 15:30:50 +02:00
Concedo
ddce19db72 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.devops/nix/package-gguf-py.nix
#	.devops/nix/scope.nix
#	common/CMakeLists.txt
#	docs/backend/SYCL.md
#	examples/lookahead/lookahead.cpp
#	examples/lookup/lookup.cpp
#	examples/sycl/run-llama2.sh
#	examples/sycl/win-run-llama2.bat
#	examples/sycl/win-test.bat
#	ggml/src/ggml-hexagon/CMakeLists.txt
#	ggml/src/ggml-hexagon/htp/flash-attn-ops.c
#	ggml/src/ggml-hexagon/htp/hvx-dump.h
#	ggml/src/ggml-hexagon/htp/hvx-reduce.h
#	ggml/src/ggml-hexagon/htp/matmul-ops.c
#	ggml/src/ggml-hexagon/htp/softmax-ops.c
#	ggml/src/ggml-hexagon/htp/unary-ops.c
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/cvt.cl
#	scripts/sync-ggml.last
 2026-02-01 22:35:25 +08:00
Georgi Gerganov
dabaa2e77a
spec : add ngram-mod (#19164) 
* spec : add ngram-mod

* cont : simplify + keep track of occupancy

* cont : cleanup

* cont : move initialization to common/speculative

* cont : cleanup

* cont : cleanup

* cont : fix
 2026-01-30 18:21:48 +02:00
Concedo
7e755014b2 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/winget.yml
#	CODEOWNERS
#	common/CMakeLists.txt
#	common/arg.cpp
#	docs/ops/SYCL.csv
#	examples/lookup/lookup-create.cpp
#	examples/lookup/lookup-stats.cpp
#	examples/lookup/lookup.cpp
#	examples/speculative-simple/speculative-simple.cpp
#	examples/speculative/speculative.cpp
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-sycl/dpct/helper.hpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/norm.cpp
#	ggml/src/ggml-zendnn/ggml-zendnn.cpp
#	tests/test-chat-template.cpp
 2026-01-29 23:05:05 +08:00
Concedo
46cd17c17e Merge commit '88d23ad515' into concedo_experimental 
# Conflicts:
#	CODEOWNERS
#	docs/build.md
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	ggml/src/ggml-zendnn/CMakeLists.txt
#	tests/test-chat-template.cpp
 2026-01-29 22:25:56 +08:00
Sascha Rogmann
72d3b1898a
spec : add self‑speculative decoding (no draft model required) + refactor (#18471) 
* server: introduce self-speculative decoding

* server: moved self-call into speculative.cpp

* can_speculate() includes self-speculation

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

* server: can_speculate() tests self-spec

* server: replace can_speculate() with slot.can_speculate()

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

* common: use %zu format specifier for size_t in logging

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

* server: can_speculate() requires a task instance

* common: ngram map, config self-speculative decoding

* common: add enum common_speculative_type

* common: add vector of speculative states

* common: add option --spec-draftless

* server: cleanup (remove slot.batch_spec, rename)

* common: moved self-spec impl to ngram-map

* common: cleanup (use common_speculative_state_draft)

* spec : refactor

* cont : naming

* spec: remove --spec-config

* doc: (draftless) speculative decoding

* common: print performance in spec decoding

* minor : cleanup

* common : better names

* minor : cleanup + fix build

* minor: comments

* CODEOWNERS: add common/ngram-map.* (#18471)

* common : rename speculative.draftless_type -> speculative.type

* ngram-map : fix uninitialized values

* ngram-map : take into account the input can become shorter

* ngram-map : revert len check for now

* arg : change `--spec-draftless` -> `--spec-type`

* spec : add common_speculative_state::accept()

* spec : refactor + add common_speculative_begin()

* spec : fix begin() call with mtmd

* spec : additional refactor + remove common_speculative_params

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
 2026-01-28 19:42:42 +02:00
Georgi Gerganov
c5c64f72ac
llama : disable Direct IO by default (#19109) 
* llama : disable Direct IO by default

* cont : override mmap if supported
 2026-01-28 09:11:13 +02:00
Concedo
4984c9bc16 Merge commit '12a4a47e6a' into concedo_experimental 
# Conflicts:
#	ci/run.sh
#	examples/model-conversion/scripts/causal/run-converted-model-embeddings-logits.sh
#	examples/model-conversion/scripts/causal/run-converted-model.sh
#	examples/model-conversion/scripts/embedding/run-converted-model.sh
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	ggml/src/ggml-zdnn/ggml-zdnn.cpp
#	ggml/src/ggml-zendnn/ggml-zendnn.cpp
#	tests/CMakeLists.txt
#	tests/test-chat-parser.cpp
#	tests/test-chat-peg-parser.cpp
#	tests/test-chat.cpp
#	tools/cli/cli.cpp
 2026-01-21 21:00:44 +08:00
Adrien Gallouët
1c7cf94b22
common, server : use the same User-Agent by default (#18957) 
This commit also ensures that if a custom User-Agent is used, it will be
the only one sent.

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
 2026-01-20 18:28:43 +01:00
Xuan-Son Nguyen
2c1f199653
cli : fix reasoning responses in CLI (#18961) 
* cli : fix reasoning responses in CLI

* fix build

* fix build (2)
 2026-01-20 18:23:25 +01:00
Concedo
0d43bdc46d Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	examples/batched/batched.cpp
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	src/llama-context.cpp
#	tools/cli/README.md
#	tools/completion/README.md
#	tools/server/README.md
 2026-01-17 00:41:28 +08:00
ddh0
13f1e4a9ca
llama : add adaptive-p sampler (#17927) 
* initial commit for branch

* simplify constants

* add params to `struct common_params_sampling`, add reference to PR

* explicitly clamp `min_target` and `max_target` to `[0.0, 1.0]`

* add args, rename `queue_size` -> `window_size`

* improved comments

* minor

* remove old unused code from algorithm

* minor

* add power law case to `common_sampler_init`, add sampler name mappings

* clarify behaviour when `window_size = 0`

* add missing enums

* remove `target_range` param, make `target == 1` no-op, cleanup code

* oops, straggler

* add missing parameters in `server-task.cpp`

* copy from author

ref:
https://gist.github.com/MrJackSpade/9be99c7efbba7b95a41377e123b7b069

* remove old debug log, style nit

* fix compiler warning, add commented-out logging per token

* re-write + change parameters + simplify

* oops forgot args.cpp

* fix leftover `window_size`

* add missing values to `common_params_sampling::print()`

* with logging

* does this fix it?

* no, but does this?

* update default decay

* optimize

* fix bad merge

my git skills are lacking

* silence `missing initializer for member`

* update default decay to 0.9

* fix logging

* format (double)

* add power law to the new `samplers` vector

* log sampler init values

* improve logging messages in llama_sampler_power_law

* remove extraneous logging

* simplify target computation

last commit with debug logging!

* remove debug logging, explicitly clamp params at init

* add `use_power_law` flag + logic, minor cleanup

* update `power-law` -> `adaptive-p`

* fix cold start EMA

- `ctx->weighted_sum` is now initialized and reset to `target / (1.0f -
clamped_decay)`
- `ctx->total_weight` is now initialized and reset to `1.0f / (1.0f -
clamped_decay)`

this fixes a "cold start" problem with the moving average

* update `SHARPNESS` constant to `10.0f`

* minor style fixes

no functional changes

* minor style fixes cont.

* update `llama_sampler_adaptive_p_i` for backend sampling (ref: #17004)

* separate into `apply` + `accept` functions

* `pending_token_idx`: switch from `llama_token` to `int32`

functionally identical (`llama.h` has `typedef int32_t llama_token;`),
but its more correct now

* don't transform logits <= -1e9f

* fix masking in backend top-p, min-p

* address review comments

* typo in comments `RND` -> `RNG`

* add docs

* add recommended values in completion docs

* address PR feedback

* remove trailing whitespace (for CI `editorconfig`)

* add to adaptive-p to `common_sampler_types_from_chars`
 2026-01-15 19:16:29 +02:00
Concedo
7d2c1c4f46 note: clip_is_mrope was moved to mtmd_decode_use_mrope upstream and no longer syncs since https://github.com/ggml-org/llama.cpp/pull/18793 
Merge commit 'c1e79e610f' into concedo_experimental

# Conflicts:
#	.github/workflows/build.yml
#	.github/workflows/release.yml
#	CMakeLists.txt
#	CONTRIBUTING.md
#	MIT_LICENSE_GGML_SDCPP_LLAMACPP_ONLY.md
#	README.md
#	SECURITY.md
#	ci/run.sh
#	common/CMakeLists.txt
#	common/arg.cpp
#	docs/ops.md
#	docs/ops/BLAS.csv
#	docs/ops/zDNN.csv
#	docs/preset.md
#	examples/batched/batched.cpp
#	examples/debug/debug.cpp
#	ggml/src/ggml-blas/CMakeLists.txt
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	licenses/LICENSE-curl
#	licenses/LICENSE-httplib
#	scripts/pr2wt.sh
#	scripts/sync_vendor.py
#	tests/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tools/cli/README.md
#	tools/completion/README.md
#	tools/llama-bench/llama-bench.cpp
#	tools/server/README.md
#	vendor/cpp-httplib/LICENSE
 2026-01-13 23:31:14 +08:00