2067 Commits

Author SHA1 Message Date
KITAITI Makoto
7ffcd05267
ruby : Make context accept initial parameters, API to retrieve a segment and more (#2749)
* Fix type signature for Whisper.log_set

* Use cache file for model when offline

* Extract ruby_whisper_transcribe() into a file

* Extract Whisper::Error

* Use FileList for ext/*.{c,cpp,h}

* Extract Whisper::Segment

* Extract Whisper::Model

* Extract Whisper::Params

* Extract Whisper::Context

* Extract log_callback function

* Write base code in C rather than C++

* Use chdir instead of Dir.chdir in Rakefile

* Define alloc func for Whisper::Model

* Define Whisper::Params' calback and user data reader

* Add test for Whisper::Params.new with keyword arguments

* Make Whisper::Params.new accept keyword arguments

* Update type signatures

* Update README

* Update CLEAN targets

* Fix document comment for Whisper::Params#new_segment_callback=

* Use macro to define params

* Fix dependency of build task

* Set Whisper.finalize_log_callback visibility to private

* Make Whisper::Context#full and full_parallel return self

* Add test for Whisper::Context#full_get_segment

* Add Whisper::Context#full_get_segment

* Update signatures

* Update README

* Fix signature

* Resplace #initialize with .new in signature file [skip ci]

* Fix potential overflow
2025-01-21 09:39:54 +02:00
Corey Earwood
7a423f1c00
whisper.objc : fix build and CI
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2025-01-18 12:06:06 +02:00
Georgi Gerganov
99b011a9f5 talk-llama : sync llama.cpp
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2025-01-14 10:38:01 +02:00
Georgi Gerganov
19d95f9f9a sync : ggml 2025-01-14 10:38:01 +02:00
Johannes Gäßler
d5ef1737d8 GGUF: C++ refactor, backend support, misc fixes (skip) (llama/11030)
ggml-ci
2025-01-14 10:38:01 +02:00
lhez
1deb41f0e7 ggml : add opencl backend (skip) (llama/10693)
---------

Co-authored-by: Skyler Szot <quic_sszot@quicinc.com>
Co-authored-by: Shangqing Gu <quic_shawngu@quicinc.com>
Co-authored-by: Alexander Angus <quic_aangus@quicinc.com>
Co-authored-by: Hongqiang Wang <quic_wangh@quicinc.com>
Co-authored-by: Max Krasnyansky <quic_maxk@quicinc.com>
2025-01-14 10:38:01 +02:00
Andreas Kieslinger
2425caf4fd cuda : CUDA Graph Compute Function Refactor (precursor for performance improvements) (llama/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>
2025-01-14 10:38:01 +02:00
Radoslav Gerganov
a4b00bcaaf ggml : do not define GGML_USE_CUDA when building with GGML_BACKEND_DL (llama/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.
2025-01-14 10:38:01 +02:00
0cc4m
cdb8aa2f2e Vulkan: Fix float16 use on devices without float16 support + fix subgroup_size_control validation error (llama/11161)
* Vulkan: Remove float16 use in shaders

* Fix validation error about subgroup_size_control extension
2025-01-14 10:38:01 +02:00
Molly Sophia
06209f6683 llama: add support for QRWKV6 model architecture (llama/11001)
llama: add support for QRWKV6 model architecture (llama/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>
2025-01-14 10:38:01 +02:00
Akarshan Biswas
c3235bd81e SYCL: Refactor ggml_sycl_compute_forward (llama/11121)
* SYCL: refactor ggml_sycl_compute_forward

* SYCL: add back GGML_USED(dst) to ggml_sycl_cpy

* SYCL: add function name to noop debug

* SYCL: Some device info print refactoring and add details of XMX availability
2025-01-14 10:38:01 +02:00
hydai
262d0abc87 fix: add missing msg in static_assert (llama/11143)
Signed-off-by: hydai <z54981220@gmail.com>
2025-01-14 10:38:01 +02:00
amritahs-ibm
124eec1664 llamafile : ppc64le MMA INT8 implementation (llama/10912)
This change upstreams llamafile's cpu matrix
multiplication kernels for ppc64le using MMA
builtins for quantised int8 datatype.

This change results in 10% - 70% improvement
in total speed(ie all tokens/total time), across
various batch sizes.

The patch is tested with Meta-Lllama-3-8B,
Mistral-7B, Llama-2-7B-chat-hf models on a
IBM POWER10 machine.

Signed-off-by: Amrita H S <amritahs@linux.vnet.ibm.com>
2025-01-14 10:38:01 +02:00
Mathieu Baudier
b08c3a88c8 Disable GL_KHR_cooperative_matrix Vulkan extension if not available. (llama/11117)
* Disable GL_KHR_cooperative_matrix Vulkan extension if not available.

* Perform Vulkan extensions checks in a more sensible order

* Remove unnecessary #ifdef directive
2025-01-14 10:38:01 +02:00
ag2s20150909
0afce25a69 fix: Vulkan shader gen binary path when Cross-compiling (llama/11096)
* fix: Vulkan shader gen binary path when cross compiling
2025-01-14 10:38:01 +02:00
Johannes Gäßler
acdbe58631 GGUF: C++ refactor, backend support, misc fixes (llama/11030)
* GGUF: C++ refactor, backend support, misc fixes

remove ggml_tensor.backend

update CODEOWNERS [no ci]

remove gguf_get_data from API

revise GGUF API data types
2025-01-14 10:38:01 +02:00
Diego Devesa
09fabffdf5 ggml-backend : only offload from host buffers (fix) (llama/11124) 2025-01-14 10:38:01 +02:00
Diego Devesa
3988d6396b ggml-backend : only offload from host buffers (llama/11120) 2025-01-14 10:38:01 +02:00
Radoslav Gerganov
c8c63eeec0 rpc : code cleanup (llama/11107)
Remove duplicated macros, use GGML_LOG_ERROR for errors
2025-01-14 10:38:01 +02:00
Akarshan Biswas
abf7f24410 SYCL: Use get_multi_ptr instead of deprecated get_pointer in wkv6 (llama/11087)
* SYCL: Use get_multi_ptr instead of deprecated get_pointer in wkv6

* Revert "SYCL: Use get_multi_ptr instead of deprecated get_pointer in wkv6"

This reverts commit f62dc45f318e48d375e7734b34cbddee81deed52.

* Reland: Use get_multi_ptr instead of deprecated get_pointer in wkv6
2025-01-14 10:38:01 +02:00
Johannes Gäßler
341f5c28e6 CUDA: add BF16 support (llama/11093)
* CUDA: add BF16 support
2025-01-14 10:38:01 +02:00
0cc4m
5377099524 Vulkan: Add device-specific blacklist for coopmat for the AMD proprietary driver (llama/11074)
* Vulkan: Add device-specific blacklist for coopmat for the AMD proprietary driver

* Add (TM) to AMD name check
2025-01-14 10:38:01 +02:00
matt23654
dcbb375779 Support for models with non-512-aligned tensors over RPC. (llama/11047)
* Added init tensor calling code

* Added get_alloc_size forwarding

* Cleaned up and improved type/error handling.

* fix: remove trailing whitespaces.

* Cleanup and use GGML error logging functions.

* Handle potentially dangerous edge cases.

* Apply suggestions from code review

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

---------

Co-authored-by: Diego Devesa <slarengh@gmail.com>
2025-01-14 10:38:01 +02:00
Gilad S.
4334c71aed fix: Vulkan shader gen binary path (llama/11037) 2025-01-14 10:38:01 +02:00
Radoslav Gerganov
e875a82473 ggml : allow loading backend with env variable (ggml/1059)
ref: #1058
2025-01-14 10:38:01 +02:00
Georgi Gerganov
507e230f1e
scripts : sync opencl, gguf 2025-01-14 09:42:16 +02:00
Georgi Gerganov
eb68324c86
whisper : fix gpu device selection (#2728)
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2025-01-13 13:11:37 +02:00
Georgi Gerganov
e940fbf283
server : fix build (#2718)
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2025-01-13 08:57:33 +02:00
Georgi Gerganov
35d0e02c72
talk-llama : sync llama.cpp (#2709) 2025-01-13 08:55:48 +02:00
NETZkultur GmbH
45d3faf961
server : generate unique tmp filenames (#2718)
#Summary

This Merge Request adds a mechanism to generate unique filenames for FFmpeg conversions in whisper_server.cpp. Previously, a single fixed filename was used (e.g., whisper-server-tmp.wav), which could result in unexpected file overwrites under certain circumstances. By generating a unique filename per request, any risk of overwriting temporary files is eliminated.

#Background / Motivation
	•	Problem: Relying on a static filename for temporary audio files may lead to overwrites if multiple operations occur simultaneously or if the same file name is reused.
	•	Goal: Dynamically generate unique filenames, ensuring each request or operation uses an isolated temporary file.
2025-01-13 08:55:21 +02:00
Sandro Hanea
2ab2eb5110
whisper : add whisper_full_get_segment_no_speech_prob_from_state (#2716)
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2025-01-09 16:21:07 +02:00
Jayant
b82d305282
readme : add docker instructions (#2711)
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I found the docker instructions to be useful in the README.md and the differences in docker variants such as ffmpeg and cuda support. However, this section was removed in v1.7.4 and I would vote to bring it back.

This is a pull request to add that section back.
2025-01-07 13:20:51 +02:00
Adam Jones
885e31368d
docs: Fix main -> whisper-cli in download scripts (#2707)
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2025-01-06 15:17:57 +02:00
Georgi Gerganov
8a9ad7844d
release : v1.7.4 v1.7.4 2025-01-06 15:13:48 +02:00
Georgi Gerganov
eb874b3a3c
ci : cont
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2025-01-06 10:46:10 +02:00
Georgi Gerganov
eb78e3a3f1
ci : fix ubuntu runner names 2025-01-06 09:29:10 +02:00
Yusuf Redžić
ece3ff88f6
cli : fix segfault on missing argument (#2700)
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2025-01-04 10:47:41 +02:00
Georgi Gerganov
9366544991 ci : fix arm builds 2025-01-04 10:45:01 +02:00
Georgi Gerganov
95583942ed sync : ggml
ggml-ci
2025-01-04 10:45:01 +02:00
Georgi Gerganov
2e93cb6a2f ggml : do not install metal source when embed library (ggml/1054) 2025-01-04 10:45:01 +02:00
Georgi Gerganov
de5cd60d1c metal : avoid uint (llama/11019) 2025-01-04 10:45:01 +02:00
Srihari-mcw
3fcba3e58b ggml : fixes for AVXVNNI instruction set with MSVC and Clang (llama/11027)
* Fixes for clang AVX VNNI

* enable AVX VNNI and alder lake build for MSVC

* Apply suggestions from code review

---------

Co-authored-by: slaren <slarengh@gmail.com>
2025-01-04 10:45:01 +02:00
Jeff Bolz
cea5f1c52f vulkan: optimize mul_mat for small values of N (llama/10991)
Make the mul_mat_vec shaders support N>1 (as a spec constant, NUM_COLS) where
the batch_strides are overloaded to hold the row strides. Put the loads from the
B matrix in the innermost loop because it should cache better.

Share some code for reducing the result values to memory in mul_mat_vec_base.
2025-01-04 10:45:01 +02:00
Jeff Bolz
2112462db4 vulkan: im2col and matmul optimizations for stable diffusion (llama/10942)
* tests: Add im2col perf tests

* vulkan: optimize im2col, more elements per thread

* vulkan: increase small tile size for NV_coopmat2

* vulkan: change im2col to 512 elements per workgroup
2025-01-04 10:45:01 +02:00
Jeff Bolz
fc84ecd445 vulkan: Use push constant offset to handle misaligned descriptors (llama/10987) 2025-01-04 10:45:01 +02:00
Eve
8de1e99907 vulkan: multi-row k quants (llama/10846)
* multi row k quant shaders!

* better row selection

* more row choices

* readjust row selection

* rm_kq=2 by default
2025-01-04 10:45:01 +02:00
Peter
499af9294a examples, ggml : fix GCC compiler warnings (llama/10983)
Warning types fixed (observed under MSYS2 GCC 14.2.0):
* format '%ld' expects argument of type 'long int', but argument has type 'size_t'
* llama.cpp/src/ggml-vulkan/vulkan-shaders/vulkan-shaders-gen.cpp:81:46: warning: missing initializer for member '_STARTUPINFOA::lpDesktop' [-Wmissing-field-initializers]  (emitted for all struct field except first)
2025-01-04 10:45:01 +02:00
Djip007
bcf937c216 ggml : more perfo with llamafile tinyblas on x86_64 (llama/10714)
* more perfo with llamafile tinyblas on x86_64.

- add bf16 suport
- change dispache strategie (thanks:
https://github.com/ikawrakow/ik_llama.cpp/pull/71 )
- reduce memory bandwidth

simple tinyblas dispache and more cache freindly

* tinyblas dynamic dispaching

* sgemm: add M blocs.

* - git 2.47 use short id of len 9.
- show-progress is not part of GNU Wget2

* remove not stable test
2025-01-04 10:45:01 +02:00
Diego Devesa
b8d90953d7 ggml : use wstring for backend search paths (llama/10960)
ggml-ci
2025-01-04 10:45:01 +02:00
Diego Devesa
60a422147b ggml : fix arm enabled features check (llama/10961) 2025-01-04 10:45:01 +02:00