Commit Graph

316 Commits

Author SHA1 Message Date
Johannes Gäßler a52dc60ba3 llama_fit_params: return enum for fail vs. error (#18374) 2025-12-27 09:59:19 +01:00
Johannes Gäßler 9045c9afe5 llama-fit-params: fix Gemma 3 calculation (#18372) 2025-12-27 09:56:04 +01:00
Concedo 58eb5573de Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp
#	ggml/src/ggml-hexagon/htp/act-ops.c
#	ggml/src/ggml-hexagon/htp/hvx-utils.c
#	ggml/src/ggml-hexagon/htp/main.c
#	src/llama-model.cpp
#	tools/server/README.md
2025-12-19 11:00:43 +08:00
Concedo e005fc2587 Merge commit '8dcc3662a292c14f003be2c465895d40c9460511' into concedo_experimental
Keep changes from https://github.com/ggml-org/llama.cpp/pull/18096 without https://github.com/ggml-org/llama.cpp/pull/14904
Reason is to maintain compatibility with 2023 w64devkit

# Conflicts:
# .github/ISSUE_TEMPLATE/019-bug-misc.yml
# examples/model-conversion/scripts/causal/run-org-model.py
# examples/speculative/speculative.cpp
# ggml/src/ggml-cpu/arch-fallback.h
# ggml/src/ggml-cpu/repack.cpp
# ggml/src/ggml-cpu/repack.h
# ggml/src/ggml-hexagon/ggml-hexagon.cpp
# ggml/src/ggml-hexagon/htp/act-ops.c
# ggml/src/ggml-hexagon/htp/htp-msg.h
# ggml/src/ggml-hexagon/htp/hvx-utils.c
# ggml/src/ggml-hexagon/htp/hvx-utils.h
# ggml/src/ggml-hexagon/htp/main.c
2025-12-19 02:11:55 +08:00
Johannes Gäßler 57c1e05643 llama: offload output layer to GPU first (#18148)
Check Pre-Tokenizer Hashes / pre-tokenizer-hashes (push) Successful in 1m58s
Python check requirements.txt / check-requirements (push) Failing after 10s
Python Type-Check / pyright type-check (push) Failing after 1m25s
2025-12-18 08:12:18 +01:00
Johannes Gäßler 8dcc3662a2 llama-fit-params: fix memory print (#18136) 2025-12-17 21:10:03 +01:00
Concedo 1f2c9f6b62 gpt4v not working correctly 2025-12-17 21:02:16 +08:00
Concedo 1daeed5d4d Merge commit '9963b81f6392da8066958c177db77ad4b4a8f284' into concedo_experimental
# Conflicts:
#	.github/workflows/server.yml
#	SECURITY.md
#	docs/backend/SYCL.md
#	examples/model-conversion/README.md
#	examples/model-conversion/scripts/embedding/compare-embeddings-logits.sh
#	ggml/src/ggml-hexagon/ggml-hexagon.cpp
#	ggml/src/ggml-hexagon/htp/matmul-ops.c
#	tests/CMakeLists.txt
#	tests/test-chat.cpp
#	tests/test-json-schema-to-grammar.cpp
2025-12-17 20:30:34 +08:00
Concedo c93c4c5505 Merge commit '4a4f7e6550cf5b327ea0fb241ce7417ab46e1ace' into concedo_experimental
# Conflicts:
#	.github/ISSUE_TEMPLATE/011-bug-results.yml
#	CODEOWNERS
#	README.md
#	ci/run.sh
#	docs/development/HOWTO-add-model.md
#	grammars/README.md
#	src/llama-context.cpp
#	src/llama.cpp
#	tools/CMakeLists.txt
#	tools/completion/README.md
#	tools/llama-bench/README.md
2025-12-17 14:30:39 +08:00
Johannes Gäßler d0794e89d9 llama-fit-params: force disable mlock (#18103) 2025-12-17 00:50:12 +01:00
Johannes Gäßler 9dcac6cf9f llama-fit-params: lower ctx size for multi GPU (#18101) 2025-12-17 00:49:34 +01:00
Johannes Gäßler 0e49a7b8b4 llama-fit-params: fix underflow for dense models (#18095) 2025-12-17 00:47:37 +01:00
Johannes Gäßler ec98e20021 llama: fix early stop in params_fit if ctx is set (#18070)
Check Pre-Tokenizer Hashes / pre-tokenizer-hashes (push) Successful in 1m28s
Python check requirements.txt / check-requirements (push) Failing after 7s
Python Type-Check / pyright type-check (push) Failing after 39s
2025-12-16 14:24:00 +01:00
Johannes Gäßler b1f3a6e5db llama: automatically set parameters not set by the user in such a way that maximizes GPU utilization (#16653)
* llama: automatically fit args to free memory

llama-fit-params tool

* fix CI

* hints for bug reports, ensure no reallocation

* fix segfault with Vulkan

* add llama-fit-params to CI

* fix CI

* fix CI

* fix CI

* minor adjustments

* fix assignment of 1 dense layer

* fix logger not being reset on model load failure

* remove --n-gpu-layer hint on model load failure

* fix llama-fit-params verbosity

* fix edge case

* fix typo [no ci]
2025-12-15 09:24:59 +01:00
Concedo ebc1cb0641 before merging conflicting round 2025-10-16 12:15:44 +08:00
Concedo 2cee3b2055 Merge commit 'e38b7c6e9e4453e3b3e96d76e38bc2ccb6bce458' into concedo_experimental 2025-10-16 12:08:03 +08:00
Concedo f3b0ed157b Revert "graph : support cacheless embeddings with FA and iSWA"
This reverts commit d4d465bce4.
2025-10-16 12:07:48 +08:00
Xuan-Son Nguyen 3e3cb19f64 llama-quant: add support for mmproj (#16592)
* llama-quant: add support for mmproj

* Update src/llama.cpp

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

* check prefix instead

* small fix

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-10-15 14:48:08 +02:00
Georgi Gerganov e38b7c6e9e graph : support cacheless embeddings with FA and iSWA (#16528)
* graph : support cacheless embeddings with FA and iSWA

* cont : deduplicate mask creation

* cont : fix name
2025-10-13 22:42:37 +03:00
Concedo 9503547ca1 Merge remote-tracking branch 'lcpp/gg/cacheless-embd' into concedo_experimental 2025-10-12 16:47:48 +08:00
Georgi Gerganov d4d465bce4 graph : support cacheless embeddings with FA and iSWA 2025-10-12 10:35:38 +03:00
Concedo 1dbd2fc259 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	docs/build-s390x.md
#	docs/ops.md
#	docs/ops/zDNN.csv
#	ggml/include/ggml-zdnn.h
#	ggml/src/ggml-sycl/binbcast.cpp
#	ggml/src/ggml-sycl/concat.cpp
#	ggml/src/ggml-sycl/conv.cpp
#	ggml/src/ggml-sycl/convert.cpp
#	ggml/src/ggml-sycl/cpy.cpp
#	ggml/src/ggml-sycl/dmmv.cpp
#	ggml/src/ggml-sycl/dpct/helper.hpp
#	ggml/src/ggml-sycl/element_wise.cpp
#	ggml/src/ggml-sycl/getrows.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/gla.cpp
#	ggml/src/ggml-sycl/im2col.cpp
#	ggml/src/ggml-sycl/mmq.cpp
#	ggml/src/ggml-sycl/mmvq.cpp
#	ggml/src/ggml-sycl/norm.cpp
#	ggml/src/ggml-sycl/rope.cpp
#	ggml/src/ggml-sycl/set_rows.cpp
#	ggml/src/ggml-sycl/softmax.cpp
#	ggml/src/ggml-sycl/tsembd.cpp
#	ggml/src/ggml-sycl/wkv.cpp
#	ggml/src/ggml-zdnn/ggml-zdnn-impl.h
#	ggml/src/ggml-zdnn/ggml-zdnn.cpp
#	tools/llama-bench/llama-bench.cpp
2025-09-13 12:25:30 +08:00
Diego Devesa 360d6533db ggml-backend : add GGML_BACKEND_DEVICE_TYPE_IGPU device type (#15797)
* ggml-backend : add GGML_BACKEND_DEVICE_TYPE_IGPU device type

ggml-backend : add device id to device props

llama : only use iGPU devices if there are no GPU devices

llama : do not use multiple devices from different backends with the same device id
2025-09-11 22:47:38 +02:00
Concedo 6463f5c26b Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	.github/workflows/release.yml
#	CONTRIBUTING.md
#	docs/backend/CANN.md
#	examples/eval-callback/eval-callback.cpp
#	examples/model-conversion/requirements.txt
#	examples/model-conversion/scripts/causal/run-org-model.py
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/common.h
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cpu/kleidiai/kleidiai.cpp
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-rpc/ggml-rpc.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-webgpu/ggml-webgpu.cpp
#	ggml/src/ggml-zdnn/ggml-zdnn.cpp
#	models/templates/README.md
#	requirements/requirements-convert_hf_to_gguf.txt
#	requirements/requirements-convert_legacy_llama.txt
#	requirements/requirements-tool_bench.txt
#	tests/.gitignore
#	tests/test-backend-ops.cpp
#	tests/test-chat-parser.cpp
#	tests/test-chat.cpp
#	tests/test-json-schema-to-grammar.cpp
#	tests/test-tokenizer-random.py
2025-09-11 22:34:45 +08:00
Daniel Bevenius 86587da03b llama : check returned fn ptrs from ggml_backend_reg_get_proc_address (#15893)
This commit adds check for two function pointers returned from
ggml_backend_reg_get_proc_address.

The motivation for this is that the function pointer could be nullptr if
the get proc address function changes in the future. This is also
consistent with all the other calls to ggml_backend_reg_get_proc_address
in the code base.
2025-09-10 05:33:58 +02:00
Concedo 7e35954695 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	docs/build.md
#	docs/function-calling.md
#	examples/eval-callback/eval-callback.cpp
#	ggml/CMakeLists.txt
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cpu/kleidiai/kernels.cpp
#	ggml/src/ggml-cpu/kleidiai/kernels.h
#	ggml/src/ggml-cpu/kleidiai/kleidiai.cpp
#	scripts/compare-llama-bench.py
#	scripts/server-bench.py
#	scripts/tool_bench.py
#	tests/test-chat.cpp
#	tools/batched-bench/batched-bench.cpp
#	tools/llama-bench/llama-bench.cpp
#	tools/server/README.md
2025-08-31 23:33:36 +08:00
Johannes Gäßler e81b8e4b7f llama: use FA + max. GPU layers by default (#15434)
* llama: use max. GPU layers by default, auto -fa

* ggml-backend: abort instead of segfault
2025-08-30 16:32:10 +02:00
Concedo 8b8396c30c Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	README.md
#	docs/build-s390x.md
#	examples/llama.vim
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/common.h
#	scripts/compare-llama-bench.py
#	src/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tools/llama-bench/README.md
#	tools/llama-bench/llama-bench.cpp
#	tools/server/README.md
2025-08-23 11:35:28 +08:00
Concedo b59b5dbbd1 Merge commit '456af35eb70177b8dd5779b6d4c21bb020f9cebd' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-sycl/getrows.cpp
#	src/CMakeLists.txt
#	tools/llama-bench/llama-bench.cpp
2025-06-20 23:41:27 +08:00
Concedo 4356a00f4a Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	ci/run.sh
#	docs/function-calling.md
#	examples/gritlm/gritlm.cpp
#	ggml/CMakeLists.txt
#	ggml/cmake/common.cmake
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cpu/ggml-cpu.c
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	ggml/src/ggml-vulkan/vulkan-shaders/CMakeLists.txt
#	requirements/requirements-compare-llama-bench.txt
#	scripts/compare-llama-bench.py
#	tests/CMakeLists.txt
2025-06-18 00:16:54 +08:00
Diego Devesa 6adc3c3ebc llama : add thread safety test (#14035)
* llama : add thread safety test

* llamafile : remove global state

* llama : better LLAMA_SPLIT_MODE_NONE logic

when main_gpu < 0 GPU devices are not used

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-06-16 08:11:43 -07:00
Concedo d18938fc70 fixed build 2025-06-06 18:05:44 +08:00
Concedo 5e667659ec Merge commit '0fc16b42e8793364918e830c234c1f3caec29dae' into concedo_experimental
# Conflicts:
#	src/CMakeLists.txt
#	src/llama-kv-cache.cpp
2025-06-02 23:14:23 +08:00
Concedo 59300dbdf5 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/actions/windows-setup-curl/action.yml
#	.github/workflows/build-linux-cross.yml
#	README.md
#	common/CMakeLists.txt
#	examples/parallel/README.md
#	examples/parallel/parallel.cpp
#	ggml/src/ggml-sycl/element_wise.cpp
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	tools/server/README.md
2025-05-18 23:27:53 +08:00
Diego Devesa 5364ae4ba5 llama : print hint when loading a model when no backends are loaded (#13589) 2025-05-16 16:38:07 +02:00
Concedo 21e31e255b Merge branch 'upstream' into concedo_experimental
# Conflicts:
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#	.github/workflows/docker.yml
#	README.md
#	build-xcframework.sh
#	common/CMakeLists.txt
#	examples/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-metal/ggml-metal.m
#	ggml/src/ggml-metal/ggml-metal.metal
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/ggml-sycl/backend.hpp
#	ggml/src/ggml-sycl/common.hpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/mmvq.cpp
#	ggml/src/ggml-sycl/vecdotq.hpp
#	scripts/compare-llama-bench.py
#	src/CMakeLists.txt
#	src/llama-model.cpp
#	src/llama.cpp
#	tests/test-backend-ops.cpp
#	tests/test-opt.cpp
#	tools/llama-bench/README.md
#	tools/llama-bench/llama-bench.cpp
#	tools/mtmd/CMakeLists.txt
#	tools/mtmd/README.md
#	tools/mtmd/clip.cpp
#	tools/rpc/rpc-server.cpp
#	tools/server/CMakeLists.txt
#	tools/server/README.md
2025-05-13 00:28:35 +08:00
Johannes Gäßler 10d2af0eaa llama/ggml: add LLM training support (#10544)
* llama/ggml: add LLM training support

more compact progress bar

llama_save_model_to_file

llama_opt_param_filter

ggml_graph_dup force_grads

refactor ggml_opt, fix test-opt

* remove logits_all

* refactor CUDA implementation for ACC

* reset graph at beginning of opt period
2025-05-12 14:44:49 +02:00
Concedo 103d60ed2c Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	common/common.cpp
#	examples/batched-bench/batched-bench.cpp
#	examples/batched/batched.cpp
#	examples/export-lora/export-lora.cpp
#	examples/gritlm/gritlm.cpp
#	examples/parallel/parallel.cpp
#	examples/passkey/passkey.cpp
#	examples/speculative-simple/speculative-simple.cpp
#	examples/speculative/speculative.cpp
#	ggml/src/ggml-cann/CMakeLists.txt
#	ggml/src/ggml-cann/acl_tensor.cpp
#	ggml/src/ggml-cann/acl_tensor.h
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/aclnn_ops.h
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	tests/test-arg-parser.cpp
#	tests/test-backend-ops.cpp
2025-04-03 18:57:49 +08:00
Diego Devesa e0e912f49b llama : add option to override model tensor buffers (#11397)
* llama : add option to override tensor buffers

* ggml : fix possible underflow in ggml_nbytes
2025-04-02 14:52:01 +02:00
Concedo 0db4ae6237 traded my ink for a pen 2025-03-14 11:58:15 +08:00
Georgi Gerganov e0dbec0bc6 llama : refactor llama_context, llama_kv_cache, llm_build_context (#12181)
* llama : refactor llama_context, llama_kv_cache, llm_build_context

ggml-ci

* graph : don't mutate the KV cache during defrag

ggml-ci

* context : reduce virtuals + remove test function

ggml-ci

* context : move interface implementation to source file + factory

ggml-ci

* graph : move KV cache build functions to llama_context impl

ggml-ci

* graph : remove model reference from build_pooling

ggml-ci

* graph : remove llama_model reference

ggml-ci

* kv_cache : provide rope factors

ggml-ci

* graph : rework inputs to use only unique_ptr, remove attn input abstraction

ggml-ci

* context : remove llama_context_i abstraction

ggml-ci

* context : clean-up

ggml-ci

* graph : clean-up

ggml-ci

* llama : remove redundant keywords (struct, enum)

ggml-ci

* model : adapt gemma3

ggml-ci

* graph : restore same attention ops as on master

ggml-ci

* llama : remove TODO + fix indent

ggml-ci
2025-03-13 12:35:44 +02:00
Concedo 77debb1b1b gemma3 vision works, but is using more tokens than expected - may need resizing 2025-03-13 00:31:16 +08:00
Xuan-Son Nguyen 7841fc723e llama : Add Gemma 3 support (+ experimental vision capability) (#12343)
* llama : Add Gemma 3 text-only support

* fix python coding style

* fix compile on ubuntu

* python: fix style

* fix ubuntu compile

* fix build on ubuntu (again)

* fix ubuntu build, finally

* clip : Experimental support for Gemma 3 vision (#12344)

* clip : Experimental support for Gemma 3 vision

* fix build

* PRId64
2025-03-12 09:30:24 +01:00
Concedo 3fa4843850 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	examples/server/README.md
#	src/llama-model.cpp
2025-02-08 22:57:18 +08:00
Georgi Gerganov bdcf8b6a56 cont : fix mmap flag print (#11699) 2025-02-08 16:49:38 +02:00
Concedo 27b9358baf Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	examples/run/run.cpp
#	scripts/sync-ggml.last
2025-02-08 01:31:49 +08:00
Georgi Gerganov ed926d8833 llama : fix defrag logic (#11707)
* llama : fix defrag logic

ggml-ci

* cont : better logic

ggml-ci

* cont : clamp fragmentation to 0.0

ggml-ci
2025-02-07 16:05:34 +02:00
magicse 333820d749 llama : fix progress dots (#11730)
* Update llama.cpp

For display progress dots in terminal.
Without this it didn't display dots progress during loading model from file.

* Update llama.cpp

removed trailing spaces
2025-02-07 15:48:47 +02:00
tv1wnd 855cd0734a llama : fix old glm4 models (#11670) 2025-02-06 22:48:51 +01:00
Concedo db6db9dff9 Merge branch 'upstream' into concedo_experimental
# Conflicts:
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#	.github/workflows/close-issue.yml
#	.github/workflows/server.yml
#	AUTHORS
#	CMakeLists.txt
#	Makefile
#	README.md
#	cmake/llama.pc.in
#	common/CMakeLists.txt
#	docs/build.md
#	examples/batched.swift/Sources/main.swift
#	examples/llama.swiftui/llama.cpp.swift/LibLlama.swift
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#	examples/llava/clip.h
#	examples/run/run.cpp
#	examples/server/README.md
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#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-musa/CMakeLists.txt
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#	tests/test-backend-ops.cpp
#	tests/test-chat-template.cpp
#	tests/test-grammar-integration.cpp
#	tests/test-json-schema-to-grammar.cpp
2025-02-07 00:52:31 +08:00