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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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Flake lock file updates:

• Updated input 'nixpkgs':
    'github:NixOS/nixpkgs/bc947f541ae55e999ffdb4013441347d83b00feb?narHash=sha256-NOiTvBbRLIOe5F6RbHaAh6%2B%2BBNjsb149fGZd1T4%2BKBg%3D' (2024-10-04)
  → 'github:NixOS/nixpkgs/5633bcff0c6162b9e4b5f1264264611e950c8ec7?narHash=sha256-9UTxR8eukdg%2BXZeHgxW5hQA9fIKHsKCdOIUycTryeVw%3D' (2024-10-09)

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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ggml-ci
 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
Georgi Gerganov
17880771ad
sync : ggml 2024-10-04 18:50:25 +03:00
Daniel Bevenius
55951c018d
ggml : fix typo in example usage ggml_gallocr_new (ggml/984) 2024-10-04 18:50:05 +03:00
Diego Devesa
ff565769f2
ggml : fixes after sync (ggml/983) 
ggml : remove test-backend-buffer

ggml : fix CUDA build warnings
 2024-10-04 18:50:04 +03:00
Xuan Son Nguyen
f3fdcfaa79
ci : fine-grant permission (#9710)
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2024-10-04 11:47:19 +02:00
Daniel Kleine
133c7b46b3
Fixed RNG seed docs (#9723) 
* Update README.md

fixed RNG seed info

* changed print format to unsigned
 2024-10-04 10:54:44 +02:00
Georgi Gerganov
d5ed2b929d
metal : remove abort (skip) (ggml/0)
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2024-10-03 21:18:19 +03:00
Georgi Gerganov
1bb8a64ebf
sync : ggml 2024-10-03 21:17:49 +03:00
Johannes Gäßler
fabdc3bda3
ggml/ex: calculate accuracy in graph, adapt MNIST (ggml/980) 2024-10-03 21:17:26 +03:00
Johannes Gäßler
eee39bdc96
ggml: refactor cross entropy loss CPU impl. (ggml/976) 2024-10-03 21:17:26 +03:00
Jack Mousseau
5d5ab1e5cc
metal : fix compute pass descriptor autorelease crash (#9718) 2024-10-03 21:01:46 +03:00
Diego Devesa
a7ad553513
ggml-backend : add device description to CPU backend (#9720) 2024-10-03 17:39:18 +02:00
bandoti
d6fe7abf04
ggml: unify backend logging mechanism (#9709) 
* Add scaffolding for ggml logging macros

* Metal backend now uses GGML logging

* Cuda backend now uses GGML logging

* Cann backend now uses GGML logging

* Add enum tag to parameters

* Use C memory allocation funcs

* Fix compile error

* Use GGML_LOG instead of GGML_PRINT

* Rename llama_state to llama_logger_state

* Prevent null format string

* Fix whitespace

* Remove log callbacks from ggml backends

* Remove cuda log statement
 2024-10-03 17:39:03 +02:00
compilade
e3c355ba65
convert : handle tokenizer merges format from transformers 4.45 (#9696) 2024-10-03 17:22:15 +03:00
Radoslav Gerganov
841713e1e4
rpc : enable vulkan (#9714)
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closes #8536
 2024-10-03 13:00:52 +03:00
Ouadie EL FAROUKI
5639971466
Fixed dequant precision issues in Q4_1 and Q5_1 (#9711) 2024-10-03 07:50:44 +01:00
Diego Devesa
c83ad6d01e
ggml-backend : add device and backend reg interfaces (#9707)
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Co-authored-by: Johannes Gäßler <johannesg@5d6.de>
 2024-10-03 01:49:47 +02:00
Xuan Son Nguyen
a39ab216aa
llama : reduce compile time and binary size (#9712)
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* llama : speed up compile time

* fix build

* fix build (2)
 2024-10-02 15:49:55 +02:00