Commit Graph

3933 Commits

Author SHA1 Message Date
mingfeima
2d3fc54ac6 add amx kernel for gemm
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add intel amx isa detection

add vnni kernel for gemv cases

add vnni and amx kernel support for block_q8_0

code cleanup

fix packing B issue

enable openmp

fine tune amx kernel

switch to aten parallel pattern

add error message for nested parallelism

code cleanup

add f16 support in ggml-amx

add amx kernels for QK_K quant formats: Q4_K, Q5_K, Q6_K and IQ4_XS

update CMakeList

update README

fix some compilation warning

fix compiler warning when amx is not enabled

minor change

ggml-ci

move ggml_amx_init from ggml.c to ggml-amx/mmq.cpp

ggml-ci

update CMakeLists with -mamx-tile, -mamx-int8 and -mamx-bf16

ggml-ci

add amx as an ggml-backend

update header file, the old path for immintrin.h has changed to ggml-cpu-impl.h

minor change

update CMakeLists.txt

minor change

apply weight prepacking in set_tensor method in ggml-backend

fix compile error

ggml-ci

minor change

ggml-ci

update CMakeLists.txt

ggml-ci

add march dependency

minor change

ggml-ci

change ggml_backend_buffer_is_host to return false for amx backend

ggml-ci

fix supports_op

use device reg for AMX backend

ggml-ci

minor change

ggml-ci

minor change

fix rebase

set .buffer_from_host_ptr to be false for AMX backend
2024-10-17 20:35:49 -07:00
Gilad S.
2194200278
fix: allocating CPU buffer with size 0 (#9917) 2024-10-17 01:34:22 +02:00
Gilad S.
73afe681aa
fix: use vm_allocate to allocate CPU backend buffer on macOS (#9875)
* fix: use `vm_allocate` to allocate CPU backend buffer on macOS

* fix: switch to `posix_memalign` to keep existing `free()` usages work

* feat: move `GGML_ALIGNED_MALLOC` to `ggml-backend-impl.h`, add support for `vm_allocate` on macOS

* style: formatting

* fix: move const outside of `#ifndef`

* style: formatting

* fix: unused var

* fix: transform `GGML_ALIGNED_MALLOC` and `GGML_ALIGNED_FREE` into functions and add them to `ggml-impl.h`

* fix: unused var

* fix: page align to `GGUF_DEFAULT_ALIGNMENT`

* fix: page align to `TENSOR_ALIGNMENT`

* fix: convert `TENSOR_ALIGNMENT` to a macro

* fix: increase page size to `32` on iOS

* fix: iOS page size

* fix: `hbw_posix_memalign` alignment
2024-10-17 00:36:51 +02:00
Daniel Bevenius
9e04102448
llama : suppress conversion from 'size_t' to 'int' (#9046)
* llama : suppress conversion from 'size_t' to 'int'

This commit updates llm_tokenizer_spm.tokenize to suppress/remove the
following warnings that are generated on Windows when using MSVC:

```console
src\llama-vocab.cpp(211,1): warning C4267: 'argument':
    conversion from 'size_t' to 'int', possible loss of data
src\llama-vocab.cpp(517,1): warning C4267: 'argument':
    conversion from 'size_t' to 'int', possible loss of data
```

This is done by adding a cast for the size_t returned from
symbols.size(). I believe this is safe as it seems unlikely that
symbols, which stores an entry for each UTF8 character, would become
larger than INT_MAX.

The motivation for this change is to reduce the number of warnings that
are currently generated when building on Windows.

* squash! llama : suppress conversion from 'size_t' to 'int'

Move cast into for loop.
2024-10-16 20:34:28 +03:00
Daniel Bevenius
dbf18e4de9
llava : fix typo in error message [no ci] (#9884) 2024-10-16 20:24:05 +03:00
Joe Eli McIlvain
66c2c93082
grammar : fix JSON Schema for string regex with top-level alt. (#9903)
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Prior to this commit, using a JSON Schema containing a string
with `pattern` regular expression that uses top-level alternation
(e.g. `"pattern": "^A|B|C|D$"`) would result in invalid JSON
output from the constrained sampling grammar, because it
ended up creating a grammar rule like this for the string:

```
thing ::= "\"" "A" | "B" | "C" | "D" "\"" space
```

Note that this rule will only match a starting quote for the "A" case,
and will only match an ending quote for the "D" case,
so this rule will always produce invalid JSON when used for sampling
(that is, the JSON will always be lacking the starting quote,
the ending quote, or both).

This was fixed in a simple way by adding parentheses to the
generated rule (for all string pattern rules, to keep it simple),
such that the new generated rule looks like this (correct):

```
thing ::= "\"" ("A" | "B" | "C" | "D") "\"" space
```
2024-10-16 19:03:24 +03:00
Molly Sophia
10433e8b45
llama : add tensor name for "result_norm" (#9907)
Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
2024-10-16 13:10:21 +03:00
Alexey Parfenov
1f66b699c4
server : fix the disappearance of the end of the text (#9867)
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* server: fix the disappearance of the end of the text when streaming with stop strings

* simplify "send text" checks
2024-10-16 11:35:53 +03:00
Georgi Gerganov
0e41b300ed
sync : ggml 2024-10-16 11:28:14 +03:00
Daniel Bevenius
cd60b88bf7
ggml-alloc : remove buffer_id from leaf_alloc (ggml/987)
This commit removes the buffer_id field from the leaf_alloc struct.

The motivation for is that this field is only written to and never
read/used as far as I can tell. Each tensor_alloc has a buffer_id field
and this is what caused me to look into this more closely, to
understand what the buffer_id in leaf_alloc was used for.
2024-10-16 11:28:01 +03:00
leo-pony
becfd387f6
[CANN] Fix cann compilation error (#9891)
Fix cann compilation error after merging llama.cpp supports dynamically loadable backends.
2024-10-16 08:51:46 +08:00
Georgi Gerganov
755a9b2bf0
llama : add infill sampler (#9896)
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ggml-ci
2024-10-15 16:35:33 +03:00
Georgi Gerganov
223c25a72f
server : improve infill context reuse (#9894)
ggml-ci
2024-10-15 16:28:55 +03:00
MaggotHATE
fbc98b748e
sampling : add XTC sampler (#9742)
* Initial XTC commit

Adds XTC sampler, not activated by default, but recommended settings by default.

* Cleanup

* Simplified chances calculation

To be more inline with the original implementation, chance is calculated once at the beginning.

* First fixes by comments

Still need to look into sorting

* Fixed trailing backspaces

* Fixed RNG to be reproduceable 

Thanks to @slaren for directions

* Fixed forgotten header

* Moved `min_keep` 

Moved from conditions to a simple check at the end.

* Fixed broken randomization

Thanks to @slaren for explanation

* Swapped sorting for a custom algorithm

Shifts tokens to remove the penalized ones, then puts the penalized at the back. Should make `min_keep` still viable.

* Algorithm rework

1. Scan token from top till the first non-penalizable
2. Remove the last captured token (the least probable above threshold)
3. Shift all tokens to override the remaining penalizable
4. Penalize and put them at the the bottom.

* Added XTC to `test-sampling`

* Simplified algorithm and more tests

* Updated info in common and args

* Merged back lost commits in common and arg

* Update dump info in common

* Fixed incorrect min_keep check

* Added XTC to README

* Renamed parameters, fixed info and defaults

* probability is at 0 by default, but XTC is included in sampling queue
* threshold higher than 0.5 switches XTC off

* Initial server support

* Added XTC to server UIs

* Fixed labels in old server UI

* Made algorithm safer and more readable

* Removed xtc_threshold_max

* Fixed arg after update

* Quick fixes by comments

* Simplified algorithm since threshold_max is removed

* Renamed random distribution

* Fixed tests and outdated README

* Small fixes
2024-10-15 12:54:55 +02:00
Georgi Gerganov
dcdd535302
server : update preact (#9895) 2024-10-15 12:48:44 +03:00
Michał Tuszyński
4c42f93b22
readme : update bindings list (#9889) 2024-10-15 11:20:34 +03:00
VoidIsVoid
a89f75e1b7
server : handle "logprobs" field with false value (#9871)
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Co-authored-by: Gimling <huangjl@ruyi.ai>
2024-10-14 10:04:36 +03:00
agray3
13dca2a54a
Vectorize load instructions in dmmv f16 CUDA kernel (#9816)
* Vectorize load instructions in dmmv f16 CUDA kernel

Replaces scalar with vector load instructions, which substantially
improves performance on NVIDIA HBM GPUs, e.g. gives a 1.27X overall
speedup for Meta-Llama-3-8B-Instruct-F16 BS1 inference evaluation on
H100 SXM 80GB HBM3. On GDDR GPUs, there is a slight (1.01X) speedup.

* addressed comment

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

Co-authored-by: Johannes Gäßler <johannesg@5d6.de>

---------

Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
2024-10-14 02:49:08 +02:00
Georgi Gerganov
d4c19c0f5c
server : accept extra_context for the infill endpoint (#9874)
* server : accept extra_context for the infill endpoint

ggml-ci

* server : update readme [no ci]

* server : use repo-level FIM pattern if possible

ggml-ci
2024-10-13 21:31:35 +03:00
Georgi Gerganov
c7181bd294
server : reuse cached context chunks (#9866)
ggml-ci
2024-10-13 18:52:48 +03:00
Georgi Gerganov
92be9f1216
flake.lock: Update (#9870)
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    'github:NixOS/nixpkgs/bc947f541ae55e999ffdb4013441347d83b00feb?narHash=sha256-NOiTvBbRLIOe5F6RbHaAh6%2B%2BBNjsb149fGZd1T4%2BKBg%3D' (2024-10-04)
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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2024-10-12 20:11:26 -07:00
Georgi Gerganov
edc265661c
server : add option to time limit the generation phase (#9865)
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2024-10-12 16:14:27 +03:00
Georgi Gerganov
1bde94dd02
server : remove self-extend features (#9860)
* server : remove self-extend

ggml-ci

* server : fix context limit check to use slot.n_past

ggml-ci
2024-10-12 16:06:31 +03:00
Georgi Gerganov
95c76e8e92
server : remove legacy system_prompt feature (#9857)
* server : remove legacy system_prompt feature

ggml-ci

* readme : update [no ci]

* server : fix non-transformer logic + remove response from /props
2024-10-12 14:51:54 +03:00
Georgi Gerganov
11ac9800af
llama : improve infill support and special token detection (#9798)
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* llama : improve infill support

ggml-ci

* llama : add more FIM token strings

ggml-ci

* server : update prompt on slot restore (#9800)

* gguf : deprecate old FIM token KVs
2024-10-12 08:21:51 +03:00
R0CKSTAR
943d20b411
musa : update doc (#9856)
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2024-10-12 08:09:53 +03:00
Diego Devesa
96776405a1
ggml : move more prints to the ggml log system (#9839)
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* ggml : move more prints to the ggml log system

* show BLAS OpenMP warnings in all builds using debug print
2024-10-11 15:34:45 +02:00
Diego Devesa
7eee341bee
common : use common_ prefix for common library functions (#9805)
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* common : use common_ prefix for common library functions

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-10-10 22:57:42 +02:00
Diego Devesa
0e9f760eb1
rpc : add backend registry / device interfaces (#9812)
* rpc : add backend registry / device interfaces

* llama : add llama_supports_rpc API

* ggml_backend_rpc_start_rpc_server -> ggml_backend_rpc_start_server
2024-10-10 20:14:55 +02:00
R0CKSTAR
cf8e0a3bb9
musa: add docker image support (#9685)
* mtgpu: add docker image support

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>

* mtgpu: enable docker workflow

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>

---------

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2024-10-10 20:10:37 +02:00
Diego Devesa
c7499c557c
examples : do not use common library in simple example (#9803)
* examples : do not use common library in simple example

* add command line parser, simplify code
2024-10-10 19:50:49 +02:00
Diego Devesa
c81f3bbb05
cmake : do not build common library by default when standalone (#9804)
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2024-10-09 18:49:52 +02:00
Georgi Gerganov
e7022064ab
perplexity : fix integer overflow (#9783)
* perplexity : fix integer overflow

ggml-ci

* perplexity : keep n_vocab as int and make appropriate casts

ggml-ci
2024-10-09 17:00:18 +03:00
Georgi Gerganov
3dc48fe75a
examples : remove llama.vim
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An updated version will be added in #9787
2024-10-09 10:55:42 +03:00
Diego Devesa
dca1d4b58a
ggml : fix BLAS with unsupported types (#9775)
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* ggml : do not use BLAS with types without to_float

* ggml : return pointer from ggml_internal_get_type_traits to avoid unnecessary copies

* ggml : rename ggml_internal_get_type_traits -> ggml_get_type_traits

it's not really internal if everybody uses it
2024-10-08 14:21:43 +02:00
Xuan Son Nguyen
458367a906
server : better security control for public deployments (#9776)
* server : more explicit endpoint access settings

* protect /props endpoint

* fix tests

* update server docs

* fix typo

* fix tests
2024-10-08 13:27:04 +02:00
standby24x7
fa42aa6d89
scripts : fix spelling typo in messages and comments (#9782)
Signed-off-by: Masanari Iida <standby24x7@gmail.com>
2024-10-08 09:19:53 +03:00
Diego Devesa
6374743747
ggml : add backend registry / device interfaces to BLAS backend (#9752)
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* ggml : add backend registry / device interfaces to BLAS backend

* fix mmap usage when using host buffers
2024-10-07 21:55:08 +02:00
Andrew Minh Nguyen
f1af42fa8c
Update building for Android (#9672)
* docs : clarify building Android on Termux

* docs : update building Android on Termux

* docs : add cross-compiling for Android

* cmake : link dl explicitly for Android
2024-10-07 09:37:31 -07:00
Georgi Gerganov
6279dac039
flake.lock: Update (#9753)
Flake lock file updates:

• Updated input 'flake-parts':
    'github:hercules-ci/flake-parts/bcef6817a8b2aa20a5a6dbb19b43e63c5bf8619a?narHash=sha256-HO4zgY0ekfwO5bX0QH/3kJ/h4KvUDFZg8YpkNwIbg1U%3D' (2024-09-12)
  → 'github:hercules-ci/flake-parts/3d04084d54bedc3d6b8b736c70ef449225c361b1?narHash=sha256-K5ZLCyfO/Zj9mPFldf3iwS6oZStJcU4tSpiXTMYaaL0%3D' (2024-10-01)
• Updated input 'flake-parts/nixpkgs-lib':
    '356624c120.tar.gz?narHash=sha256-Ss8QWLXdr2JCBPcYChJhz4xJm%2Bh/xjl4G0c0XlP6a74%3D' (2024-09-01)
  → 'fb192fec7c.tar.gz?narHash=sha256-0xHYkMkeLVQAMa7gvkddbPqpxph%2BhDzdu1XdGPJR%2BOs%3D' (2024-10-01)
• Updated input 'nixpkgs':
    'github:NixOS/nixpkgs/1925c603f17fc89f4c8f6bf6f631a802ad85d784?narHash=sha256-J%2BPeFKSDV%2BpHL7ukkfpVzCOO7mBSrrpJ3svwBFABbhI%3D' (2024-09-26)
  → 'github:NixOS/nixpkgs/bc947f541ae55e999ffdb4013441347d83b00feb?narHash=sha256-NOiTvBbRLIOe5F6RbHaAh6%2B%2BBNjsb149fGZd1T4%2BKBg%3D' (2024-10-04)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2024-10-07 09:35:42 -07:00
Georgi Gerganov
d5ac8cf2f2
ggml : add metal backend registry / device (#9713)
* ggml : add metal backend registry / device

ggml-ci

* metal : fix names [no ci]

* metal : global registry and device instances

ggml-ci

* cont : alternative initialization of global objects

ggml-ci

* llama : adapt to backend changes

ggml-ci

* fixes

* metal : fix indent

* metal : fix build when MTLGPUFamilyApple3 is not available

ggml-ci

* fix merge

* metal : avoid unnecessary singleton accesses

ggml-ci

* metal : minor fix [no ci]

* metal : g_state -> g_ggml_ctx_dev_main [no ci]

* metal : avoid reference of device context in the backend context

ggml-ci

* metal : minor [no ci]

* metal : fix maxTransferRate check

* metal : remove transfer rate stuff

---------

Co-authored-by: slaren <slarengh@gmail.com>
2024-10-07 18:27:51 +03:00
Paul Tsochantaris
96b6912103
metal : single allocation of encode_async block (#9747)
* Single allocation of encode_async block with non-ARC capture in ggml-metal.m

* Moving Block_release to the deallocation code

* Release encode block when re-setting encoding buffer count if needed

* Update ggml/src/ggml-metal.m

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-10-07 15:26:31 +03:00
Georgi Gerganov
d5cb86844f
contrib : simplify + minor edits [no ci] 2024-10-06 14:15:27 +03:00
Georgi Gerganov
f4b2dcdf49
readme : fix typo [no ci] 2024-10-06 13:49:41 +03:00
Georgi Gerganov
b6d6c5289f
sync : llama.cpp 2024-10-06 12:53:28 +03:00
SRHMorris
b0915d5b51
vulkan : retry allocation with fallback flags (whisper/2451)
Co-authored-by: Samuel Morris <samuel.morris@artlist.io>
2024-10-06 12:52:11 +03:00
Georgi Gerganov
8c475b97b8
rerank : use [SEP] token instead of [BOS] (#9737)
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* rerank : use [SEP] token instead of [BOS]

ggml-ci

* common : sanity check for non-NULL tokens

ggml-ci

* ci : adjust rank score interval

ggml-ci

* ci : add shebang to run.sh

ggml-ci
2024-10-05 15:55:04 +03:00
Georgi Gerganov
58b16695e1
sync : ggml 2024-10-05 15:53:49 +03:00
Georgi Gerganov
905f5485b2
metal : zero-init buffer contexts (whisper/0) 2024-10-05 15:53:00 +03:00
Viet-Anh NGUYEN (Andrew)
71967c2a6d
Add Llama Assistant (#9744)
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2024-10-04 20:29:35 +02:00