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Author SHA1 Message Date
Georgi Gerganov
d111a0987e ggml : adjust is_first_call init value (llama/10193) 
ggml-ci
 2024-11-15 15:21:04 +02:00
Georgi Gerganov
915bcd2c63 metal : add quantized FA support (llama/10149) 
* metal : add quantized FA (vec) support

ggml-ci

* metal : add quantized FA (non-vec) support

* metal : fix support check

ggml-ci

* metal : clean-up

* metal : clean-up (cont)

* metal : fix shared memory calc + reduce smem + comments

* metal : float-correctness

* metal : minor [no ci]
 2024-11-15 15:21:04 +02:00
Diego Devesa
f69c8b6f1b ggml : fix arch check in bf16_to_fp32 (llama/10164) 2024-11-15 15:21:04 +02:00
Eve
8c9044bef0 Q6_K AVX improvements (llama/10118) 
* q6_k instruction reordering attempt

* better subtract method

* should be theoretically faster

small improvement with shuffle lut, likely because all loads are already done at that stage

* optimize bit fiddling

* handle -32 offset separately. bsums exists for a reason!

* use shift

* Update ggml-quants.c

* have to update ci macos version to 13 as 12 doesnt work now. 13 is still x86
 2024-11-15 15:21:04 +02:00
Diego Devesa
5f8e928194 ggml : fix gelu tables initialization (llama/10172) 2024-11-15 15:21:04 +02:00
Diego Devesa
25da30bd60 ggml : fix q4xx mat mul, increase ggml_aligned_malloc alignment (llama/10167) 2024-11-15 15:21:04 +02:00
snadampal
542734100e fix build break on arm64 linux (llama/10166) 
This fixes the build break from the recent changes
to move the CPU backend to separate files
https://github.com/ggerganov/llama.cpp/pull/10144
 2024-11-15 15:21:04 +02:00
Diego Devesa
b06b4c0c08 cuda : clear error after changing peer access (llama/10153) 2024-11-15 15:21:04 +02:00
Georgi Gerganov
939d36fb4c metal : simplify f16 and f32 dequant kernels (llama/0) 2024-11-15 15:21:04 +02:00
Georgi Gerganov
1471e41180 metal : move dequantize templates to beginning of MSL source (llama/0) 2024-11-15 15:21:04 +02:00
leo-pony
35949192e9 CANN: adjust backend registry refactor. (llama/10158) 
remove buffer->iface.get_name that used in cann as it was removed in backend registry refactor PR.
 2024-11-15 15:21:04 +02:00
Diego Devesa
9c817edb48 ggml : move CPU backend to a separate file (llama/10144) 2024-11-15 15:21:04 +02:00
Georgi Gerganov
24a0feb5d9 metal : minor fixup in FA kernel (llama/10143) 
* metal : minor fixup in FA kernel

ggml-ci

* metal : use the unrolled loop variable

* metal : remove unused var
 2024-11-15 15:21:04 +02:00
Diego Devesa
2ab8cce7e3 llama : add simple-chat example (llama/10124) 
* llama : add simple-chat example

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
 2024-11-15 15:21:04 +02:00
Diego Devesa
b40c255e98 llama : use smart pointers for ggml resources (llama/10117) 2024-11-15 15:21:04 +02:00
Shupei Fan
ec3e16445e vulkan : improve ggml_vk_create_buffer error handling (llama/9898) 2024-11-15 15:21:04 +02:00
Georgi Gerganov
0665168ef3 ggml : remove ggml_scratch (llama/10121) 
ggml-ci
 2024-11-15 15:21:04 +02:00
Zhenwei Jin
5f6b992eea build: fix build error in Windows env with OneAPI setup (llama/10107) 2024-11-15 15:21:04 +02:00
Diego Devesa
3e231ab9cc llama : fix buffer checks for mamba and rwk (llama/10111) 
* llama : fix buffer checks for mamba and rwk

* llama : fix missing worst case flag during reserve

* cuda : fix supports_op for norm

* disable sched SET_CAUSE
 2024-11-15 15:21:04 +02:00
Diego Devesa
371bfaca8c ggml : check tensor name lengths in gguf files (llama/10100) 2024-11-15 15:21:04 +02:00
Sergio López
91e30a3a23 kompute: add mul_mat_q4_k shader (llama/10097) 
This is a more or less direct translation from the Metal implementation
to GLSL.

Signed-off-by: Sergio Lopez <slp@redhat.com>
 2024-11-15 15:21:04 +02:00
Sergio López
1e122d66f9 kompute: add backend registry / device interfaces (llama/10045) 
Get in line with the other backends by supporting the newer
backend/device registry interfaces.

Signed-off-by: Sergio Lopez <slp@redhat.com>
 2024-11-15 15:21:04 +02:00
Diego Devesa
63a4e09a0f ggml : fix memory leaks when loading invalid gguf files (llama/10094) 
* ggml : fix gguf string leak when reading kv pairs fails

* ggml : avoid crashing with GGML_ABORT when the KV has an invalid type

* ggml : avoid crashing on failed memory allocations when loading a gguf file
 2024-11-15 15:21:04 +02:00
xctan
75dd198870 ggml : add Q4_0_8_8 RISC-V GEMV and GEMM kernels (llama/10029) 
* ggml : RISC-V vector gemv for q4_0_8x8

* ggml : Added WIP rvv q4_0_8x8 gemm

* ggml : Added initial implementation of rvv gemm

* ggml : optimize gemm to avoid register spillover

* ggml : Fix GCC rvv load alignment issue

* ggml : Format gemm rvv code

* ggml : Fix a typo in RVV q4_0_8_8 GEMM
 2024-11-15 15:21:04 +02:00
Diego Devesa
1d48457aa6 llama : refactor model loader with backend registry (llama/10026) 2024-11-15 15:21:04 +02:00
Changyeon Kim
307712a903 ggml: Add POOL2D OP for GPU acceleration to the Vulkan backend in the MobileVLM model. (llama/9763) 
* ggml: Add POOL2D OP for GPU ACC to the Vulkan.

- The MobileVLM model now supports inference acceleration through GPU by utilizing the Vulkan backend.
- A GGML_OP_POOL_2D shader has been added. (Pooling)
- The encoding performance of the CLIP model improved from 2.8s on the CPU to 0.7s on the GPU.

Signed-off-by: Changyeon Kim <cyzero.kim@samsung.com>

* [fix] Correct the incorrect order of the parameters.

fix casting to int.

Signed-off-by: Changyeon Kim <cyzero.kim@samsung.com>

---------

Signed-off-by: Changyeon Kim <cyzero.kim@samsung.com>
 2024-11-15 15:21:04 +02:00
R0CKSTAR
fbc9a05ddf musa: workaround for Guilty Lockup in cleaning src0 (llama/10042) 
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
 2024-11-15 15:21:04 +02:00
Yuri Khrustalev
28496ac55e cmake : make it possible linking ggml as external lib (ggml/1003) 2024-11-15 15:21:04 +02:00
Plamen Minev
b1c06c09b0 metal : fix minor string leaks (ggml/1004) 2024-11-15 15:21:04 +02:00
Georgi Gerganov
498ac0dc27 scripts : update sync 2024-11-15 15:21:04 +02:00
Raiya Araki
03af461de8
ci : fix building workflow for linux/arm64 container (#2555) 2024-11-15 11:07:17 +02:00
KITAITI Makoto
f19463ece2
ruby : extend API (#2551) 
* Handle objs in Ruby code

* Add task to make Makefile

* Share commont constance in test suites

* Add model-related APIs

* Add Whisper::Model class

* Add tests for Whisper::Model

* Add missing LDFLAG -lstdc++

* Add tests for Whisper.log_set

* Add Whisper.set_log

* Define log level

* Add document on logging

* Add license section to README

* Add document on Whisper::Model

* Fix examples in README

* Add test for Model with GC

* Make dependency on Makefile more accurate

* Fix bug about Whisper::Model and GC
 2024-11-13 21:52:56 +02:00
Jhen-Jie Hong
5f8a086e22
whisper.swiftui : add model download list & bench methods (#2546) 
* swift : fix resources & exclude build

* whisper : impl whisper_timings struct & api

* whisper.swiftui : model list & bench methods

* whisper : return ptr for whisper_get_timings

* revert unnecessary change

* whisper : avoid designated initializer

* whisper.swiftui: code style changes

* whisper.swiftui : get device name / os from UIDevice

* whisper.swiftui : fix UIDevice usage

* whisper.swiftui : add memcpy and ggml_mul_mat (commented)
 2024-11-13 21:51:34 +02:00
Wilson Silva
a28d82e373
ruby : fix the instructions (#2548) 
#prompt doesn't exist but #initial_prompt does
 2024-11-13 21:47:42 +02:00
thewh1teagle
5ccca19f0c
ggml : vulkan logs (#2547) 2024-11-13 21:47:15 +02:00
Stefan Sydow
300c07b94d
examples : fix ffmpeg v5 build (#2543) 
remove call to 'av_register_all()' which does not exist in ffmpeg v5
anymore.
 2024-11-13 21:41:52 +02:00
Vin Misra
31aea563a8
whisper : fix extra memory usage (#2534) 
* passing samples_padded by ref to the threads.

* passing samples_padded by ref to the threads.

---------

Co-authored-by: Vinith Misra <physicsdemon@gmail.com>
 2024-11-06 23:02:11 +02:00
Georgi Gerganov
0377596b77 whisper : backend registry init before model load 2024-11-01 10:19:05 +02:00
Georgi Gerganov
c65d0fd3c8 talk-llama : sync llama.cpp 2024-11-01 10:19:05 +02:00
Georgi Gerganov
d9efb664ac sync : ggml 2024-11-01 10:19:05 +02:00
Ma Mingfei
b5b4b0f5de ggml : add AMX backend (llama/8998) 2024-11-01 10:19:05 +02:00
Georgi Gerganov
ab36d02560 metal : support permuted matrix multiplicaions (llama/10033) 
* metal : support permuted matrix multiplicaions

ggml-ci

* cont : use nb01 directly for row steps

ggml-ci

* cont : add comments [no ci]

* metal : minor refactor

* metal : minor
 2024-11-01 10:19:05 +02:00
Johannes Gäßler
6e67749c00 CUDA: fix insufficient buffer clearing for MMQ (llama/10032) 2024-11-01 10:19:05 +02:00
Johannes Gäßler
ab0385f43b CUDA: fix MMQ for non-contiguous src0, add tests (llama/10021) 
* CUDA: fix MMQ for non-contiguous src0, add tests

* revise test code
 2024-11-01 10:19:05 +02:00
bssrdf
10eb603a3c increase cuda_cpy block size (ggml/996) 
Co-authored-by: bssrdf <bssrdf@gmail.com>
 2024-11-01 10:19:05 +02:00
Jun Hee Yoo
a3231b2f2e metal : add POOL2D and fix IM2COL (llama/9943) 
* add pool_2d

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>

* fix im2col and add unittest for N>=1024

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>

* add tests for N % 1024 != 0

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>

* remove trailing whitespaces

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>

* apply suggestions

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>

* apply more optimization

- original IM2COL kernel + _ext with MIN()

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>

* apply review: change kernel name of pool_2d

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>

* apply review

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>

* fix more formatting and enhance readability

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>

---------

Signed-off-by: Junhee Yoo <junhee.yoo@navercorp.com>
 2024-11-01 10:19:05 +02:00
leo-pony
13db492f83 Adapt to dynamically loadable backends mechanism (llama/9970) 
* [CANN] Adapt to dynamically loadable backends mechanism

* Fix the Bug: inference running result is garbled in debug running model for LM models who's type is Q4_0 class

* Handle the review comments of this pull request
 2024-11-01 10:19:05 +02:00
Georgi Gerganov
741c138aa1 ggml : add asserts for type conversion in fattn kernels (llama/9971) 
ggml-ci
 2024-11-01 10:19:05 +02:00
Radoslav Gerganov
25f9fee6fb rpc : pack only RPC structs (llama/9959) 2024-11-01 10:19:05 +02:00
Neo Zhang Jianyu
7c1570bee6 fix mul_mat_vec_q and *_vec_q error (llama/9939) 
Co-authored-by: arthw <14088817+arthw@users.noreply.github.com>
 2024-11-01 10:19:05 +02:00