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Author SHA1 Message Date
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:
#	.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
Johannes Gäßler
fd08255d0d
CUDA: non-contiguous (RMS) norm support (#11659) 
* CUDA: non-contiguous (RMS) norm support

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-02-04 22:21:42 +01:00
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
f13498df13 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.devops/tools.sh
#	.devops/vulkan.Dockerfile
#	.github/workflows/build.yml
#	.github/workflows/docker.yml
#	.github/workflows/server.yml
#	Makefile
#	README.md
#	cmake/llama-config.cmake.in
#	common/CMakeLists.txt
#	examples/gbnf-validator/gbnf-validator.cpp
#	examples/run/run.cpp
#	examples/server/README.md
#	examples/server/tests/README.md
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-hip/CMakeLists.txt
#	scripts/sync-ggml.last
#	tests/CMakeLists.txt
#	tests/test-backend-ops.cpp
#	tests/test-chat-template.cpp
#	tests/test-grammar-integration.cpp
 2025-02-01 17:14:59 +08:00
Molly Sophia
325afb370a
llama: fix missing k_cache store for rwkv6qwen2 (#11445) 
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
 2025-01-29 12:07:21 +08:00
Concedo
558bc5c901 tts can now set a length limit 2025-01-28 22:06:59 +08:00
Concedo
c5d4e07664 Merge commit 'acd38efee3' 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
Johannes Gäßler
df984e0147
llama: refactor llama_decode_impl (#11381) 2025-01-27 12:07:12 +01:00
Frank Mai
1d8ee06000
rpc: fix register position (#11424) 
Signed-off-by: thxCode <thxcode0824@gmail.com>
 2025-01-26 16:20:34 +01:00
Concedo
fa7e661133 various fixes 2025-01-18 23:52:39 +08:00
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
11cd7c7bb0 survived the storm, again 2025-01-16 22:25:18 +08:00
Concedo
2a00ee8fa8 broken commit 2025-01-16 21:41:18 +08:00
Xuan Son Nguyen
681149ced2
llama : add llama_model_load_from_splits (#11255) 
* llama : add `llama_model_load_from_splits`

* update
 2025-01-16 13:54:08 +01:00
Johannes Gäßler
432df2d5f9
RoPE: fix back, CUDA support for back + noncont. (#11240) 
* RoPE: fix back, CUDA support for back + noncont.

* fix comments reg. non-cont. RoPE support [no-ci]
 2025-01-15 12:51:37 +01:00
Concedo
e77d566268 some tweaks and cleanup 2025-01-13 23:50:54 +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
Concedo
07173e84a0 add ability to use guide tokens for TTS, ref: https://github.com/ggerganov/llama.cpp/pull/11186 2025-01-11 17:18:21 +08:00
Concedo
b154bd3671 Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	README.md
#	docs/build.md
#	docs/development/HOWTO-add-model.md
#	tests/test-backend-ops.cpp
#	tests/test-chat-template.cpp
 2025-01-10 17:57:38 +08:00
Molly Sophia
ee7136c6d1
llama: add support for QRWKV6 model architecture (#11001) 
llama: add support for QRWKV6 model architecture (#11001)

* WIP: Add support for RWKV6Qwen2

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

* RWKV: Some graph simplification

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

* Add support for RWKV6Qwen2 with cpu and cuda GLA

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

* RWKV6[QWEN2]: Concat lerp weights together to reduce cpu overhead

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

* Fix some typos

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

* code format changes

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

* Fix wkv test & add gla test

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

* Fix cuda warning

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

* Update README.md

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

* Update ggml/src/ggml-cuda/gla.cu

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

* Fix fused lerp weights loading with RWKV6

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

* better sanity check skipping for QRWKV6 in llama-quant

thanks @compilade

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: compilade <git@compilade.net>

---------

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: compilade <git@compilade.net>
 2025-01-10 09:58:08 +08:00
Pierrick Hymbert
f8feb4b01a
model: Add support for PhiMoE arch (#11003) 
* model: support phimoe

* python linter

* doc: minor

Co-authored-by: ThiloteE <73715071+ThiloteE@users.noreply.github.com>

* doc: minor

Co-authored-by: ThiloteE <73715071+ThiloteE@users.noreply.github.com>

* doc: add phimoe as supported model

ggml-ci

---------

Co-authored-by: ThiloteE <73715071+ThiloteE@users.noreply.github.com>
 2025-01-09 11:21:41 +01:00
Concedo
1b49dc305f Merge branch 'upstream' into concedo_experimental 
# Conflicts:
#	.github/workflows/build.yml
#	.github/workflows/docker.yml
#	.github/workflows/editorconfig.yml
#	examples/run/run.cpp
#	examples/server/README.md
#	scripts/sync-ggml.last
 2025-01-09 16:50:29 +08:00
Concedo
dcfa1eca4e Merge commit '017cc5f446' into concedo_experimental 
# Conflicts:
#	.github/ISSUE_TEMPLATE/010-bug-compilation.yml
#	.github/ISSUE_TEMPLATE/019-bug-misc.yml
#	CODEOWNERS
#	examples/batched-bench/batched-bench.cpp
#	examples/batched/batched.cpp
#	examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp
#	examples/gritlm/gritlm.cpp
#	examples/llama-bench/llama-bench.cpp
#	examples/passkey/passkey.cpp
#	examples/quantize-stats/quantize-stats.cpp
#	examples/run/run.cpp
#	examples/simple-chat/simple-chat.cpp
#	examples/simple/simple.cpp
#	examples/tokenize/tokenize.cpp
#	ggml/CMakeLists.txt
#	ggml/src/ggml-metal/CMakeLists.txt
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	scripts/sync-ggml.last
#	src/llama.cpp
#	tests/test-autorelease.cpp
#	tests/test-model-load-cancel.cpp
#	tests/test-tokenizer-0.cpp
#	tests/test-tokenizer-1-bpe.cpp
#	tests/test-tokenizer-1-spm.cpp
 2025-01-08 23:15:21 +08:00
Xuan Son Nguyen
4d2b3d8804
lora : improve compat with mergekit-extract-lora (#11131) 
* (wip) support mergekit-extracted lora

* support mergekit-extract-lora

* use lora->get_scale

* correct comment

* correct norm name & condition

* add some hints
 2025-01-08 15:59:53 +01:00
Georgi Gerganov
ecebbd292d
llama : remove unused headers (#11109) 
ggml-ci
 2025-01-06 17:52:35 +02:00
Xuan Son Nguyen
09186fabbe
llama : remove check flash_attn with lora (#11104) 2025-01-06 13:41:12 +01:00
Asghar Ghorbani
96a1dc27c3
llama : prevent system info string accumulation across calls (#11101) 2025-01-06 13:21:46 +02:00
Daniel Bevenius
6369f867a4
llama : rename missed batch params/vars to ubatch (#10059) 
This commit renames the `batch` parameter to `ubatch` in the
`llama_kv_cache_find_slot`, `llm_build_inp_embd`, and
`llm_build_mamba` functions.

The motivation for this is that this should have been done as part of
Commit 19d900a756 ("llama : rename batch
to ubatch (#9950)") but for some reason I missed these functions in
that commit and only noticed them now (sorry).
 2025-01-06 11:28:17 +02:00
Georgi Gerganov
47182dd03f
llama : update llama_model API names (#11063) 
* llama : deprecate llama_free_model, add llama_model_free

ggml-ci

* llama : change `llama_load_model_from_file` -> `llama_model_load_from_file`

ggml-ci
 2025-01-06 10:55:18 +02:00
Georgi Gerganov
5047dd3546
llama : use _impl suffix instead of _internal (#11060) 
ggml-ci
 2025-01-06 10:52:01 +02:00
fairydreaming
9394bbd484
llama : Add support for DeepSeek V3 (#11049) 
* convert : extend DEEPSEEK2 model architecture to support DeepseekV3ForCausalLM by adding EXPERT_WEIGHTS_NORM and EXPERT_GATING_FUNC model parameters and FFN_EXP_PROBS_B tensor type

* vocab : add DeepSeek V3 pre-tokenizer regexes

* unicode : handle ACCENT_MARK and SYMBOL categories in regex

* llama : add DeepSeek V3 chat template, handle new model parameters and tensor types

---------

Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com>
 2025-01-04 21:06:11 +01:00
DAN™
46be942214
llama : add support for the cohere2 model architecture (#10900) 2025-01-04 16:33:31 +02:00
Concedo
b4dc29f425 kobo cheats death again (+1 squashed commits) 
Squashed commits:

[708e2429] kobo cheats death again
 2025-01-04 01:06:41 +08:00
Georgi Gerganov
f66f582927
llama : refactor src/llama.cpp (#10902) 
* llama : scatter llama.cpp into multiple modules (wip)

* llama : control-vector -> adapter

* llama : arch

* llama : mmap

ggml-ci

* ci : remove BUILD_SHARED_LIBS=OFF

ggml-ci

* llama : arch (cont)

ggml-ci

* llama : chat

ggml-ci

* llama : model

ggml-ci

* llama : hparams

ggml-ci

* llama : adapter

ggml-ci

* examples : fix

ggml-ci

* rebase

ggml-ci

* minor

* llama : kv cache

ggml-ci

* llama : impl

ggml-ci

* llama : batch

ggml-ci

* cont

ggml-ci

* llama : context

ggml-ci

* minor

* llama : context (cont)

ggml-ci

* llama : model loader

ggml-ci

* common : update lora

ggml-ci

* llama : quant

ggml-ci

* llama : quant (cont)

ggml-ci

* minor [no ci]
 2025-01-03 10:18:53 +02:00
Yun Dou
b92a14a841
llama : support InfiniAI Megrez 3b (#10893) 
* Support InfiniAI Megrez 3b

* Fix tokenizer_clean_spaces for megrez
 2024-12-23 01:35:44 +01:00
ymcki
6f0c9e034b
llama : support for Llama-3_1-Nemotron-51B (#10669) 
* conflict resolution

* move comments after bracket to its own line
 2024-12-23 01:22:33 +01:00
Billel Mokeddem
7ae33a616f
llama : add Falcon3 support (#10883) 
* Add Falcon3 model support

* Add fix for adding bos to added special tokens

* Add comment explaining the logic behind the if statement

* Add a log message to better track the when the following line of code is triggered

* Update log to only print when input and output characters are different

* Fix handling pre-normalized tokens

* Refactoring
 2024-12-23 00:09:58 +02:00
Sukriti Sharma
2fffc52b50
llama : fix Roberta embeddings (#10856) 
* fix: Use gpt2 tokenizer for roberta and add eos/bos tokens

Branch: RobertaTokenizer

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>

* fixes to position embeddings

Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com>

* map roberta-bpe to gpt-2

Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com>

* fix linting

Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com>

---------

Signed-off-by: Gabe Goodhart <ghart@us.ibm.com>
Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com>
Co-authored-by: Gabe Goodhart <ghart@us.ibm.com>
 2024-12-19 15:04:51 +02:00
fairydreaming
7585edbdeb
convert : Add support for Microsoft Phi-4 model (#10817) 
* convert : use GPT2 vocab for Phi-4 model

* convert : use null value of sliding_window to distinguish Phi-4 from other PHI3-based models

* llama : do not use sliding window attention mask for Phi-4 model

---------

Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com>
 2024-12-19 10:37:12 +01:00