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Author SHA1 Message Date
Concedo ce05aa722d Merge commit '0bb2919335d00ff0bc79d5015da95c422de51f03' into concedo_experimental 
# Conflicts:
#	ggml/src/CMakeLists.txt
#	src/llama-model.cpp
 2025-03-30 18:18:20 +08:00
Djip007 0bb2919335 llama : change cpu_buft_list order: ACCEL -> GPU host -> CPU extra -> CPU (#12632) 
this allow to use GPU host when possible over CPU repack.
this have the same effect to resolve this issues (#12498) without
completely disable CPU extra buffer.

Co-authored-by: philou <philou@framework>
 2025-03-29 14:07:37 +01:00
Concedo 396875e1c4 update api docs and lite 2025-03-29 15:39:25 +08:00
Sigbjørn Skjæret 3714c3ee1a llama : fix incorrect Qwen2Moe ffn_moe_out graph callback (#12631) 2025-03-28 22:13:02 +01:00
Si1w f125b8dccf llama : add PLM GGUF Conversion & Inference Support (#12457) 
* add edgellm model arch[conversation feature doesn't work]

* remove output.weight layer for edgellm arch

* [Model] update the name of the model

* update the name of model arch in convert gguf

* [Model] Refarctor the model arch into llama-model

* [Bug] Fix the bug in create attn kv

* [Code] Fix editorconfig erros

* [Code] Remove Trailing whitespace

* [Code] Remove Trailing whitespace

* [Code] Change the order of model arch in list

* [Code] Fix flake8 Lint errors

* Remove trailing white space

* [Code] Remove  call in model arch
 2025-03-27 12:49:15 +02:00
HighDoping 953c2a62cf model : restore support for T5Encoder (#12590) 2025-03-27 11:43:33 +01:00
Concedo ea358369cc Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	ci/README.md
#	ci/run.sh
#	docs/backend/CUDA-FEDORA.md
#	docs/build.md
#	docs/install.md
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cuda/common.cuh
#	tests/test-backend-ops.cpp
 2025-03-26 00:18:01 +08:00
Xuan-Son Nguyen fbdfefe74e llama : gemma3 : use output tensor if it exists in model weight (#12506) 
* llama : gemma3 : use output tensor if it exists in model weight

* also add to the llm_tensor_names
 2025-03-22 23:28:19 +01:00
Concedo ae670dbe0e no repacking for avx2 for kcpp because it breaks 4_0_4_4 quants 2025-03-22 00:33:27 +08:00
Concedo 7030ebf401 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	docs/backend/SYCL.md
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp
#	ggml/src/ggml-sycl/CMakeLists.txt
#	tests/test-backend-ops.cpp
 2025-03-22 00:32:42 +08:00
Georgi Gerganov af04481e6b model : do not repack if a GPU device is present (#12498) 
ggml-ci
 2025-03-21 16:14:29 +02:00
Sigbjørn Skjæret 960e726077 chore : cleanup llama_model_loader::TENSOR_ usage (#12492) 2025-03-21 10:21:36 +01:00
Sigbjørn Skjæret dbb3a4739e llama : make Qwen2MoE QKV bias optional (#12477) 2025-03-20 12:49:59 +01:00
Concedo 0c90d2ebcf Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	CMakeLists.txt
#	cmake/common.cmake
#	docs/backend/SYCL.md
#	examples/main/README.md
#	examples/speculative/speculative.cpp
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-musa/CMakeLists.txt
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/ggml-vulkan/vulkan-shaders/CMakeLists.txt
#	tests/test-backend-ops.cpp
 2025-03-19 19:27:11 +08:00
Sigbjørn Skjæret 108e53c2f1 llama : add support for GPT2, Bloom and CodeShell tied word embeddings (#12456) 
* Add support for GPT2, Bloom and CodeShell tied word embeddings

* Deduplicate tied word embeddings weights

* Workaround for incorrect weight map

It appears transformer.wte.weight is in the weight map even though the weights are not there, remove it if output weights are encountered first.

* check++

* fatfingers--
 2025-03-19 09:08:49 +01:00
Georgi Gerganov 75422e8bc4 graph : normalize Q, K, V shapes + sync cross attention (#12449) 
* graph : normalize Q, K, V shapes and add comments

ggml-ci

* context : synchronize before getting cross attention data

* model : fix command-r attention norm check
 2025-03-18 21:35:19 +02:00
Xuan-Son Nguyen 99aa304fb9 llama : add support for EXAONE tied word embeddings (#12451) 2025-03-18 17:24:33 +01:00
Molly Sophia 7dfad387e3 llama: Add support for RWKV v7 architecture (#12412) 
* ggml: Add op l2_norm

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* ggml: Add op rwkv_wkv7

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* llama: Add support for RWKV7 and ARWKV7 models

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* llama: fix inference with RWKV6Qwen2

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* llama: add more (a)rwkv7 variants in size

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Apply code-format changes

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* fix MUSA build

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* llama: fix shape error with rwkv using llama-parallel

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

---------

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
 2025-03-18 07:27:50 +08:00
Sigbjørn Skjæret 8ba95dca20 llama : fix OLMo-2-0325-32B-Instruct K-norm size (#12400) 2025-03-16 19:46:36 +02:00
Concedo be3bba67ff Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	src/llama-model.cpp
 2025-03-14 18:25:21 +08:00
Georgi Gerganov c522ce4143 graph : simplify attn input build for unified KV cache (#12381) 
ggml-ci
 2025-03-14 10:47:44 +02:00
Georgi Gerganov 081bee8c64 hparams : add SWA rope parameters (#12374) 
ggml-ci
 2025-03-14 09:03:24 +02:00
Concedo 7dc72db9de Merge branch 'upstream' into concedo_experimental 2025-03-14 11:58:53 +08:00
Concedo 0db4ae6237 traded my ink for a pen 2025-03-14 11:58:15 +08:00
Georgi Gerganov 84d5475541 llama : fix Gemma3 SWA KV cache shift (#12373) 
* llama : fix Gemma3 SWA KV cache shift

ggml-ci

* hparams : add comment [no ci]
 2025-03-13 19:08:07 +02:00
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 6b7d2349a7 Rewrite history to fix bad vulkan shader commits without increasing repo size 
added dpe colab (+8 squashed commit)

Squashed commit:

[b8362da4] updated lite

[ed6c037d] move nsigma into the regular sampler stack

[ac5f61c6] relative filepath fixed

[05fe96ab] export template

[ed0a5a3e] nix_example.md: refactor (#1401)

* nix_example.md: add override example

* nix_example.md: drop graphics example, already basic nixos knowledge

* nix_example.md: format

* nix_example.md: Vulkan is disabled on macOS

Disabled in: https://github.com/NixOS/nixpkgs/commit/1ccd253accfb140acbf9da9f56d9dc6d3aece088

* nix_examples.md: nixpkgs.config.cuda{Arches -> Capabilities}

Fixes: https://github.com/LostRuins/koboldcpp/issues/1367

[675c62f7] AutoGuess: Phi 4 (mini) (#1402)

[4bf56982] phrasing

[b8c0df04] Add Rep Pen to Top N Sigma sampler chain (#1397)

- place after nsigma and before xtc (+3 squashed commit)

Squashed commit:

[87c52b97] disable VMM from HIP

[ee8906f3] edit description

[e85c0e69] Remove Unnecessary Rep Counting (#1394)

* stop counting reps

* fix range-based initializer

* strike that - reverse it
 2025-03-05 00:02:20 +08:00
Xuan-Son Nguyen c43a3e7996 llama : add Phi-4-mini support (supersede #12099) (#12108) 
* Added Phi-4-mini-instruct support

* Update regex per ngxson

* Change the vocab base to Xenova/gpt-4o

* fix conversion update script

* no need to check longrope

* minor style fix

* fix python style

---------

Co-authored-by: Nicholas Sparks <nisparks@microsoft.com>
 2025-02-28 12:44:11 +01:00
Vitali Lovich 3e9a2860e9 llama : expose llama_model_n_head_kv in the API (#11997) 
It's useful to be able to have this from the library layer as it's a key
parameter of the model (e.g. to figure out how much KV cache memory is
needed).
 2025-02-25 11:29:33 +02:00
Concedo 159c47f0e6 Merge commit '335eb04a91f481f37c0c9b302ee31b449b04c3e9' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	CONTRIBUTING.md
#	Makefile
#	docs/build.md
#	examples/llama.swiftui/llama.swiftui/UI/ContentView.swift
#	examples/run/run.cpp
#	ggml/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-musa/CMakeLists.txt
 2025-02-24 11:55:14 +08:00
Georgi Gerganov 51f311e057 llama : skip loading unused tensors (#12004) 
* llama : assign unknown/unused tensors to host buffer type

ggml-ci

* llama : skip unused tensors

ggml-ci
 2025-02-21 18:33:18 +02:00
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
Concedo a83f2d5fce reduce some spamminess 2025-02-08 22:49:48 +08:00
Georgi Gerganov bdcf8b6a56 cont : fix mmap flag print (#11699) 2025-02-08 16:49:38 +02:00
Concedo db6db9dff9 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	.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
#	examples/llava/CMakeLists.txt
#	examples/llava/clip.h
#	examples/run/run.cpp
#	examples/server/README.md
#	ggml/CMakeLists.txt
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-musa/CMakeLists.txt
#	scripts/sync-ggml.last
#	tests/CMakeLists.txt
#	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
Georgi Gerganov 9dd7a0390f llama : add log about loading model tensors (#11699) 2025-02-06 13:41:37 +02:00
piDack 0cec062a63 llama : add support for GLM-Edge and GLM-Edge-V series models (#10573) 
* add glm edge chat model

* use config partial_rotary_factor as rope ratio

* support for glm edge model

* vision model support

* remove debug info

* fix format

* llava.cpp trailing whitespace

* remove unused AutoTokenizer

* Update src/llama.cpp for not contain <|end|> or </s>

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>

* add edge template

* fix chat template

* fix confict

* fix confict

* fix ci err

* fix format err

* fix template err

* 9b hf chat support

* format

* format clip.cpp

* fix format

* Apply suggestions from code review

* Apply suggestions from code review

* Update examples/llava/clip.cpp

* fix format

* minor : style

---------

Co-authored-by: liyuhang <yuhang.li@zhipuai.cn>
Co-authored-by: piDack <pcdack@hotmail.co>
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: liyuhang <yuhang.li@aminer.cn>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-02-02 09:48:46 +02:00
Concedo c5d4e07664 Merge commit 'acd38efee316f3a5ed2e6afcbc5814807c347053' into concedo_experimental 
# Conflicts:
#	.devops/cpu.Dockerfile
#	.devops/vulkan.Dockerfile
#	.github/workflows/build.yml
#	.github/workflows/docker.yml
#	CMakeLists.txt
#	README.md
#	cmake/llama-config.cmake.in
#	examples/simple-cmake-pkg/.gitignore
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-hip/CMakeLists.txt
 2025-01-28 18:16:44 +08:00
Frank Mai 1d8ee06000 rpc: fix register position (#11424) 
Signed-off-by: thxCode <thxcode0824@gmail.com>
 2025-01-26 16:20:34 +01:00
Concedo bec231422a Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	CMakeLists.txt
#	Makefile
#	README.md
#	common/CMakeLists.txt
#	docs/backend/SYCL.md
#	docs/build.md
#	docs/docker.md
#	examples/export-lora/export-lora.cpp
#	examples/main/README.md
#	examples/main/main.cpp
#	examples/run/README.md
#	examples/run/run.cpp
#	examples/server/README.md
#	examples/simple-chat/simple-chat.cpp
#	ggml/CMakeLists.txt
#	ggml/src/ggml-hip/CMakeLists.txt
#	src/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tests/test-chat-template.cpp
 2025-01-25 14:16:50 +08:00
Olivier Chafik 6171c9d258 Add Jinja template support (#11016) 
* Copy minja from https://github.com/google/minja/commit/58f0ca6dd74bcbfbd4e71229736640322b31c7f9

* Add --jinja and --chat-template-file flags

* Add missing <optional> include

* Avoid print in get_hf_chat_template.py

* No designated initializers yet

* Try and work around msvc++ non-macro max resolution quirk

* Update test_chat_completion.py

* Wire LLM_KV_TOKENIZER_CHAT_TEMPLATE_N in llama_model_chat_template

* Refactor test-chat-template

* Test templates w/ minja

* Fix deprecation

* Add --jinja to llama-run

* Update common_chat_format_example to use minja template wrapper

* Test chat_template in e2e test

* Update utils.py

* Update test_chat_completion.py

* Update run.cpp

* Update arg.cpp

* Refactor common_chat_* functions to accept minja template + use_jinja option

* Attempt to fix linkage of LLAMA_CHATML_TEMPLATE

* Revert LLAMA_CHATML_TEMPLATE refactor

* Normalize newlines in test-chat-templates for windows tests

* Forward decl minja::chat_template to avoid eager json dep

* Flush stdout in chat template before potential crash

* Fix copy elision warning

* Rm unused optional include

* Add missing optional include to server.cpp

* Disable jinja test that has a cryptic windows failure

* minja: fix vigogne (https://github.com/google/minja/pull/22)

* Apply suggestions from code review

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* Finish suggested renamings

* Move chat_templates inside server_context + remove mutex

* Update --chat-template-file w/ recent change to --chat-template

* Refactor chat template validation

* Guard against missing eos/bos tokens (null token otherwise throws in llama_vocab::impl::token_get_attr)

* Warn against missing eos / bos tokens when jinja template references them

* rename: common_chat_template[s]

* reinstate assert on chat_templates.template_default

* Update minja to https://github.com/google/minja/commit/b8437df626ac6cd0ce3b333b3c74ed1129c19f25

* Update minja to https://github.com/google/minja/pull/25

* Update minja from https://github.com/google/minja/pull/27

* rm unused optional header

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-01-21 13:18:51 +00:00
Concedo 5329df2bdf Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	.github/workflows/server.yml
#	CMakeLists.txt
#	cmake/build-info.cmake
#	examples/run/CMakeLists.txt
#	examples/run/run.cpp
#	examples/simple-chat/simple-chat.cpp
#	tests/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tests/test-sampling.cpp
 2025-01-21 00:25:07 +08:00
Georgi Gerganov ef6dada60c cont : fix whitespaces (#11305) 2025-01-20 09:29:32 +02:00
Kyle Bruene ae3c1db2f9 llama : re-add LLM_ARCH_PHIMOE (#11305) 
Phi 3.5 MoE was partially removed during a refactor. The code was originally in llama.cpp and should be in llama-model.cpp after the refactor.
 2025-01-20 09:21:01 +02:00
Concedo 96407502cd Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	README.md
#	examples/llama-bench/llama-bench.cpp
#	examples/llama.android/llama/src/main/cpp/llama-android.cpp
#	examples/llama.android/llama/src/main/java/android/llama/cpp/LLamaAndroid.kt
#	src/llama-vocab.cpp
#	tests/test-backend-ops.cpp
 2025-01-17 23:13:50 +08:00
Radoslav Gerganov 667d72846c rpc : early register backend devices (#11262) 
Early register RPC devices and do not propagate RPC specifics in the
llama model structures.

ref: #10609
 2025-01-17 10:57:09 +02:00
Concedo 2a00ee8fa8 broken commit 2025-01-16 21:41:18 +08:00
Georgi Gerganov afa8a9ec9b llama : add llama_vocab, functions -> methods, naming (#11110) 
* llama : functions -> methods (#11110)

* llama : add struct llama_vocab to the API (#11156)

ggml-ci

* hparams : move vocab params to llama_vocab (#11159)

ggml-ci

* vocab : more pimpl (#11165)

ggml-ci

* vocab : minor tokenization optimizations (#11160)

ggml-ci

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

* lora : update API names (#11167)

ggml-ci

* llama : update API names to use correct prefix (#11174)

* llama : update API names to use correct prefix

ggml-ci

* cont

ggml-ci

* cont

ggml-ci

* minor [no ci]

* vocab : llama_vocab_add_[be]os -> llama_vocab_get_add_[be]os (#11174)

ggml-ci

* vocab : llama_vocab_n_vocab -> llama_vocab_n_tokens (#11174)

ggml-ci

---------

Co-authored-by: Diego Devesa <slarengh@gmail.com>
 2025-01-12 11:32:42 +02:00