Commit Graph

4509 Commits

Author SHA1 Message Date
Johannes Gäßler
ba421dd04e gguf-test: tensor data comparison 2025-01-18 09:49:47 +01:00
Georgi Gerganov
7000623c00
tests : fix gguf context use in same_tensor_data 2025-01-17 16:26:12 +02:00
Georgi Gerganov
e872097c35
cmake : apply only sanitizer flags at top level
ggml-ci
2025-01-17 15:48:39 +02:00
Georgi Gerganov
9d1b20ad1a
cmake : move llama.cpp compile flags to top level lists
ggml-ci
2025-01-17 15:40:03 +02:00
Georgi Gerganov
9a03bc811f
cmake : move sanitizer flags to llama_add_compile_flags
ggml-ci
2025-01-17 15:33:36 +02:00
Georgi Gerganov
ce293d837c
tests : fix compile warnings
ggml-ci
2025-01-17 15:22:36 +02:00
Georgi Gerganov
72dc7bff4d
cmake : add sanitizer flags for llama.cpp
ggml-ci
2025-01-17 15:22:25 +02:00
codezjx
3edfa7d375
llama.android: add field formatChat to control whether to parse special tokens when send message (#11270) 2025-01-17 14:57:56 +02:00
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
Georgi Gerganov
a133566d34
vocab : fix double-eos check (#11273)
ggml-ci
2025-01-17 09:28:00 +02:00
David Renshaw
960ec65273
llama : fix deprecation message: vocabable -> vocab (#11269) 2025-01-17 08:12:01 +01:00
musoles
7a689c415e
README : added kalavai to infrastructure list (#11216) 2025-01-17 01:10:49 +01:00
Jeff Bolz
bd38ddea01
vulkan: support copy from f32 to q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl (#11166)
* vulkan: support copy from f32 to q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl

Shaders are based on cpy.cu.

* vulkan: support copy from q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl to f32

* ggml: copy q->f32 assumes some contiguity in the destination
2025-01-16 22:47:10 +01:00
Jeff Bolz
466300fe14
vulkan: optimize coopmat2 q4_k/q5_k dequant functions. (#11206)
Do masking on whole dwords, fetch all scales at once.
2025-01-16 22:23:49 +01:00
Jeff Bolz
206bc53422
vulkan: optimize coopmat2 q2_k dequant function (#11130) 2025-01-16 22:16:39 +01:00
RunningLeon
4dbc8b9cb7
llama : add internlm3 support (#11233)
* support internlm3

* fix lint
2025-01-16 20:10:38 +02:00
Johannes Gäßler
9c8dcefe17
CUDA: backwards pass for misc. ops, add tests (#11257)
* CUDA: backwards pass for misc. ops, add tests

* remove restrict from pointers
2025-01-16 16:43:38 +01:00
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
fj-y-saito
c67cc9837d
ggml: aarch64: implement SVE kernels for q4_K_q8_K vector dot (#11227)
* Add SVE support for q4_K_q8_K

* Update ggml/src/ggml-cpu/ggml-cpu-quants.c

change to use K_SCALE_SIZE

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-01-16 11:11:49 +02:00
Eve
adc5dd92e8
vulkan: scale caching for k quants + misc fixes (#11081)
* q6_k scale caching

* 16 bit unpack

* q4_k test (slow)

* revert it

* q3_k

* q2_k

* little stuff

* try precalculating products of a and q2_k scales

* Revert "try precalculating products of a and q2_k scales"

This reverts commit 65110b81f23f66331a50c6e889a7c1ab9470a86b.

* unpack should be u16, add vim swap to gitignore (about time)

* better q4_k scales

* q5_k

* better q6_k with separate paths for all threads and partial threads in use, plus some more optimizations

* q2_k better dequant

* q3_k optimizations

* q3_k use hmask simd from cpu avx version

* make the caches happy

* q3_k separate out calculation

* q2_k separate out

* little stuff

* use calc_superblock everywhere

* q2_k optimize scale calculation

* more barriers
2025-01-15 19:50:13 +00:00
Georgi Gerganov
f11cfdfd7f
ci : use -no-cnv in gguf-split tests (#11254)
* ci : use -no-cnv in gguf-split tests

ggml-ci

* ci : use -no-cnv in requantize tests

ggml-ci

* scripts : fix [no ci]
2025-01-15 18:28:35 +02:00
Junil Kim
1d8504338e
fix: ggml: fix vulkan-shaders-gen build (#10448)
* fix: ggml: fix vulkan-shaders-gen build

The vulkan-shaders-gen target was not being built correctly
in case of cross-compilation.
Other outputs need to be built for the cross compile target,
but vulkan-shaders-gen needs to be built for the host.

* refactor: ggml: Improve vulkan-shaders-gen toolchain setup

- Add GGML_SHADERS_GEN_TOOLCHAIN CMake option.
- Auto-detect host toolchain if not set.

* refactor: ggml: Improve vulkan-shaders-gen toolchain setup

Use configure_file to generate host_toolchain.cmake from template

* fix: ggml: Fix compile error

Fix compile error not finding vulkan-shaders-gen

* fix: vulkan-shaders-gen build and path handling

Fix build issues with vulkan-shaders-gen:
- Add target dependency for correct build order
- Use CMAKE_HOST_SYSTEM_NAME for executable suffix
- Fix MSVC output directory in host toolchain
- Normalize path handling for cross-compilation

* fix: improve host compiler detection in vulkan shader build

Improve host compiler detection for vulkan shader generation:
- Add NO_CMAKE_FIND_ROOT_PATH to all compiler searches
- Consolidate compiler detection logic
- Fix Windows-specific MSVC detection
- Ensure correct compiler search in cross-compilation

* refactor: Simplify CMake function for detecting host compiler

Simplified the CMake function to improve the process of detecting the host compiler.

* fix: Remove unnecessary Vulkan library linkage in CMakeLists.txt

Since `vulkan-shader-gen.cpp` only requires the `glslc` executable
and not the Vulkan headers or libraries, CMakeLists.txt needs to
be corrected.
(See: ecc93d0558)

* refactor: Rename host_toolchain.cmake.in

- Rename host_toolchain.cmake.in to cmake/host-toolchain.cmake.in

* refactor: GGML_VULKAN_SHADERS_GEN_TOOLCHAIN

Rename the macro GGML_SHADERS_GEN_TOOLCHAIN to GGML_VULKAN_SHADERS_GEN_TOOLCHAIN
2025-01-15 14:17:42 +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
Daniel Bevenius
0ccd7f3eb2
examples : add embd_to_audio to tts-outetts.py [no ci] (#11235)
This commit contains a suggestion for adding the missing embd_to_audio
function from tts.cpp to tts-outetts.py. This introduces a depencency
numpy which I was not sure if that is acceptable or not (only PyTorch
was mentioned in referened PR).

Also the README has been updated with instructions to run the example
with llama-server and the python script.

Refs: https://github.com/ggerganov/llama.cpp/pull/10784#issuecomment-2548377734
2025-01-15 05:44:38 +01:00
Akarshan Biswas
f446c2cf6a
SYCL: Add gated linear attention kernel (#11175)
* SYCL: Add Gated Linear attention kernel

* glahpp: add a space at the end of file

* gla: Put the barrier inside the main logic loop
2025-01-15 11:20:17 +08:00
Xuan Son Nguyen
b4d92a59a2
ci : add -no-cnv for tests (#11238) 2025-01-14 16:42:23 +02:00
Georgi Gerganov
bbf3e55e35
vocab : add dummy tokens for "no_vocab" type (#11231)
* vocab : add dummy tokens for "no_vocab" type

ggml-ci

* vocab : minor [no ci]
2025-01-14 11:54:58 +01:00
ebraminio
c5bf0d1bd7
server : Improve code snippets direction between RTL text (#11221) 2025-01-14 11:39:33 +01:00
Olivier Chafik
091592d758
Refactor test-chat-template.cpp (#11224)
* Refactor test-chat-template

* Update test-chat-template.cpp
2025-01-14 10:16:41 +00:00
Georgi Gerganov
44d1e796d0
sync : ggml 2025-01-14 10:39:42 +02:00
Georgi Gerganov
a4f3f5d8e6
scripts : sync gguf (cont) 2025-01-14 09:40:52 +02:00
Georgi Gerganov
48e1ae0e61
scripts : sync gguf 2025-01-14 09:36:58 +02:00
Georgi Gerganov
d00a80e89d
scripts : sync opencl 2025-01-14 09:19:58 +02:00
ebraminio
504af20ee4
server : (UI) Improve messages bubble shape in RTL (#11220)
I simply have overlooked message bubble's tail placement for RTL
text as I use the dark mode and that isn't visible there and this
fixes it.
2025-01-13 20:23:31 +01:00
Xuan Son Nguyen
84a44815f7
cli : auto activate conversation mode if chat template is available (#11214)
* cli : auto activate conversation mode if chat template is detected

* add warn on bad template

* update readme (writing with the help of chatgpt)

* update readme (2)

* do not activate -cnv for non-instruct models
2025-01-13 20:18:12 +01:00
Andreas Kieslinger
39509fb082
cuda : CUDA Graph Compute Function Refactor (precursor for performance improvements) (#11042)
* Refactor: Moves cuda graph executable update step to separate function.

* Refactor: Moves cuda graph update check to separate function.

* Refactor: Moves cuda graph maintenance (update or adjusting copy parameters) to separate function for improved readability.

* Fix: Adds missing reference to maintain_cuda_graph() definition.

* Refactor: Improves structure and abstractions by moving CUDA graph evaluation and capture to its own function.

* Refactor: Moves node graph checks and copy ops into individual function for improved readability.

* Refactor: Removes code permanently excluded from compilation to increase readability.

* Style: Adds missing newline

* Style: Consolidates several neighboring '#ifdef USE_CUDA_GRAPH' into a single one

* Refactor: Makes 'cuda_graph_update_required' a local variable

* remove double lines between functions

---------

Co-authored-by: slaren <slarengh@gmail.com>
2025-01-13 16:45:53 +01:00
Georgi Gerganov
a29f0870d4
contrib : add naming guidelines (cont) (#11177) 2025-01-13 15:59:26 +02:00
ebraminio
437e05f714
server : (UI) Support for RTL text as models input or output (#11208) 2025-01-13 14:46:39 +01:00
Georgi Gerganov
ca001f6656
contrib : add naming guidelines (cont) (#11177) 2025-01-13 15:08:44 +02:00
Xuan Son Nguyen
00b4c3da62
common : support tag-based --hf-repo like on ollama (#11195)
* common : support tag-based hf_repo like on ollama

* fix build

* various fixes

* small fixes

* fix style

* fix windows build?

* move common_get_hf_file to common.cpp

* fix complain with noreturn
2025-01-13 13:56:23 +01:00
Georgi Gerganov
7426a26b24
contrib : add naming guidelines (#11177)
* contrib : add naming guidelines

* contrib : expand naming guidelines [no ci]

* contrib : cont [no ci]

* contrib : add `_t` suffix guideline [no ci]

* contrib : cont [no ci]

* minor [no ci]

* contrib : move coding guidelines to correct section [no ci]

* contrib : minor reword coding guidelines [no ci]

* contrib : add TODO for preprocessor directives [no ci]

* contrib : expand [no ci]

* minor [no ci]

* contrib : clarify `_context` suffix usage [no ci]

* contrib : filename guidelines [no ci]

* contrib : fix notes [no ci]
2025-01-13 14:46:36 +02:00
Daniel Bevenius
8f70fc3d1b
llama : remove 'd' from bad special token log (#11212)
This commit removes the 'd' from the log message in llama-vocab.cpp
when logging a bad special token.

The motivation for this is that currently the output can look something
like the following:
```console
load: bad special token:
    'tokenizer.ggml.image_token_id' = 128256d, using default id -1
```
2025-01-13 13:38:20 +01:00
Radoslav Gerganov
1244cdcf14
ggml : do not define GGML_USE_CUDA when building with GGML_BACKEND_DL (#11211)
Build fails when using HIP and GGML_BACKEND_DL:
```
/usr/bin/ld: ../ggml/src/libggml.so: undefined reference to `ggml_backend_cuda_reg'
collect2: error: ld returned 1 exit status
```
This patch fixes this.
2025-01-13 13:31:41 +02:00
Eric Curtin
924518e2e5
Reset color before we exit (#11205)
We don't want colors to leak post termination of llama-run.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-12 18:23:10 +00:00
Xuan Son Nguyen
9a483999a6
llama : fix chat template gguf key (#11201) 2025-01-12 13:45:14 +01:00
Georgi Gerganov
08f10f69c3
llama : remove notion of CLS token (#11064)
ggml-ci
2025-01-12 12:15:53 +02:00
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
Vinesh Janarthanan
c05e8c9934
gguf-py: fixed local detection of gguf package (#11180)
* updated path to gguf package for non-installed setups

* added reader.py to readme

* Bumped gguf version to 0.15.0
2025-01-11 11:42:31 +02:00
Daniel Bevenius
2739a71e4b
convert : sort print supported models [no ci] (#11179)
This commit sorts the list of supported models when printing them out.

The motivation for this change is to make it easier to find a specific
model in the list of supported models. For example:
```console
$ ./convert_hf_to_gguf.py --print-supported-models
Supported models:
- ArcticForCausalLM
- BaiChuanForCausalLM
- BaichuanForCausalLM
- BertForMaskedLM
- BertModel
- BitnetForCausalLM
- BloomForCausalLM
- BloomModel
- CamembertModel
- ChameleonForCausalLM
- ChameleonForConditionalGeneration
- ChatGLMForConditionalGeneration
- ChatGLMModel
- CodeShellForCausalLM
- Cohere2ForCausalLM
- CohereForCausalLM
- DbrxForCausalLM
- DeciLMForCausalLM
- DeepseekForCausalLM
- DeepseekV2ForCausalLM
- DeepseekV3ForCausalLM
- ExaoneForCausalLM
- FalconForCausalLM
- FalconMambaForCausalLM
- GPT2LMHeadModel
- GPTBigCodeForCausalLM
- GPTNeoXForCausalLM
- GPTRefactForCausalLM
- Gemma2ForCausalLM
- GemmaForCausalLM
- GraniteForCausalLM
- GraniteMoeForCausalLM
- GrokForCausalLM
- InternLM2ForCausalLM
- JAISLMHeadModel
- JinaBertForMaskedLM
- JinaBertModel
- LLaMAForCausalLM
- LlamaForCausalLM
- LlavaStableLMEpochForCausalLM
- MPTForCausalLM
- MT5ForConditionalGeneration
- MambaForCausalLM
- MambaLMHeadModel
- MiniCPM3ForCausalLM
- MiniCPMForCausalLM
- MistralForCausalLM
- MixtralForCausalLM
- NemotronForCausalLM
- NomicBertModel
- OLMoForCausalLM
- Olmo2ForCausalLM
- OlmoForCausalLM
- OlmoeForCausalLM
- OpenELMForCausalLM
- OrionForCausalLM
- Phi3ForCausalLM
- PhiForCausalLM
- PhiMoEForCausalLM
- PlamoForCausalLM
- QWenLMHeadModel
- Qwen2ForCausalLM
- Qwen2MoeForCausalLM
- Qwen2VLForConditionalGeneration
- RWForCausalLM
- RWKV6Qwen2ForCausalLM
- RobertaModel
- Rwkv6ForCausalLM
- StableLMEpochForCausalLM
- StableLmForCausalLM
- Starcoder2ForCausalLM
- T5EncoderModel
- T5ForConditionalGeneration
- T5WithLMHeadModel
- UMT5ForConditionalGeneration
- WavTokenizerDec
- XLMRobertaForSequenceClassification
- XLMRobertaModel
- XverseForCausalLM
```
2025-01-11 05:50:33 +01:00
Daniel Bevenius
ba8a1f9c5b
examples : add README.md to tts example [no ci] (#11155)
* examples : add README.md to tts example [no ci]

* squash! examples : add README.md to tts example [no ci]

Fix heading to be consistent with other examples, and add a quickstart
section to README.md.

* squash! examples : add README.md to tts example [no ci]

Fix spelling mistake.
2025-01-10 13:16:16 +01:00