Commit Graph

3990 Commits

Author SHA1 Message Date
Diego Devesa
c5b0f4b5d9
llama : refactor model loader with backend registry (#10026) 2024-10-30 02:01:23 +01:00
Changyeon Kim
8f275a7c45
ggml: Add POOL2D OP for GPU acceleration to the Vulkan backend in the MobileVLM model. (#9763)
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* 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>
2024-10-29 09:52:56 +01:00
Georgi Gerganov
8d8ff71536
llama : remove Tail-Free sampling (#10071)
ggml-ci
2024-10-29 10:42:05 +02:00
arch-btw
61715d5cc8
llama : Add IBM granite template (#10013)
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* Add granite template to llama.cpp

* Add granite template to test-chat-template.cpp

* Update src/llama.cpp

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>

* Update tests/test-chat-template.cpp

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>

* Added proper template and expected output

* Small change to \n

Small change to \n

* Add code space &

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>

* Fix spacing

* Apply suggestions from code review

* Update src/llama.cpp

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-10-28 18:45:33 +01:00
Georgi Gerganov
07028f9d74
flake.lock: Update (#10063)
Flake lock file updates:

• Updated input 'nixpkgs':
    'github:NixOS/nixpkgs/4c2fcb090b1f3e5b47eaa7bd33913b574a11e0a0?narHash=sha256-/uilDXvCIEs3C9l73JTACm4quuHUsIHcns1c%2BcHUJwA%3D' (2024-10-18)
  → 'github:NixOS/nixpkgs/2768c7d042a37de65bb1b5b3268fc987e534c49d?narHash=sha256-AlcmCXJZPIlO5dmFzV3V2XF6x/OpNWUV8Y/FMPGd8Z4%3D' (2024-10-23)

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2024-10-28 08:41:24 -07:00
R0CKSTAR
524afeec9d
musa: workaround for Guilty Lockup in cleaning src0 (#10042)
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Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2024-10-28 10:02:48 +01:00
Georgi Gerganov
8125e6cbfc
server : don't overfill the batch during infill (#10018)
ggml-ci
2024-10-28 08:49:32 +02:00
Georgi Gerganov
8841ce3f43
llama : switch KQ multiplication to F32 precision by default (#10015)
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ggml-ci
2024-10-27 20:59:58 +02:00
Georgi Gerganov
cc2983d375
sync : ggml
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2024-10-26 10:34:08 +03:00
bssrdf
8c60a8a462
increase cuda_cpy block size (ggml/996)
Co-authored-by: bssrdf <bssrdf@gmail.com>
2024-10-26 10:33:56 +03:00
Georgi Gerganov
9e4a2563ea
scripts : fix amx sync [no ci] 2024-10-26 10:33:31 +03:00
Georgi Gerganov
668750357e
metal : support permuted matrix multiplicaions (#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
2024-10-25 22:26:15 +03:00
wwoodsTM
ff252ea48e
llama : add DRY sampler (#9702)
* sampling : add DRY sampler (post-refactor)

* DRY: Trying to fix coauthors, removed unneeded line

* DRY: Fixed redundant code

* DRY: Fixed crash issue due to DRY being in chain but uninitialized

---------

Co-authored-by: l3utterfly <gc.pthzfoldr@gmail.com>
Co-authored-by: pi6am <34464159+pi6am@users.noreply.github.com>
2024-10-25 19:07:34 +03:00
Michael Podvitskiy
d80fb71f8b
llama: string_split fix (#10022)
* llama: Refactor string_split to use template specialization,  fixes parsing strings with spaces

* llama: Add static_assert in the string_split template to ensure the correct template specialization is used for std::string
2024-10-25 17:57:54 +02:00
Srihari-mcw
2f8bd2b901
llamafile : extend sgemm.cpp support for Q5_0 models (#10010)
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2024-10-25 10:27:41 +03:00
Georgi Gerganov
bc5ba007b2
server : check that the prompt fits in the slot's context (#10030)
ggml-ci
2024-10-25 10:13:46 +03:00
Xuan Son Nguyen
958367bf53
server : refactor slot input data, move tokenizer to HTTP thread (#10023)
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* server : refactor slot input data, move tokenizer to HTTP thread

* move prompt_tokens.empty() check

* fix incorrect if branch

* fix infinite generation loop

* bring back infill validation

* add infill test

* try fixing format_infill

* fix test

* remove redundant code

* rename completion to inference

* update docs

* use llama_tokens everywhere
2024-10-24 21:51:22 +02:00
Georgi Gerganov
40f2555797
ci : fix cmake flags for SYCL 2024-10-24 21:23:33 +03:00
Johannes Gäßler
167a515651
CUDA: fix insufficient buffer clearing for MMQ (#10032)
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2024-10-24 14:40:23 +02:00
Johannes Gäßler
c39665f589
CUDA: fix MMQ for non-contiguous src0, add tests (#10021)
* CUDA: fix MMQ for non-contiguous src0, add tests

* revise test code
2024-10-24 11:09:36 +02:00
wwoodsTM
0a1c750c80
server : samplers accept the prompt correctly (#10019)
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2024-10-23 22:27:51 +03:00
Georgi Gerganov
190a37d797
sync : ggml 2024-10-23 17:23:55 +03:00
Georgi Gerganov
2d3aba9ee8
llama.vim : bump generation time limit to 3s [no ci] 2024-10-23 17:16:56 +03:00
Johannes Gäßler
80273a306d CUDA: fix 1D im2col, add tests (ggml/993) 2024-10-23 16:50:02 +03:00
Daniel Bevenius
c19af0acb1 ggml : remove redundant set of contexts used field (ggml/978)
This commit removes the setting of the `used` field of the contexts in
the global state (g_state) in `ggml_init`.

The motivation for this change is that I believe that this additional
initialization might not be required after the changes in Commit
45fc4fed0b9fb5b1af4a8525cbebb95e11208732 ("sync : latest changes from
whisper.cpp"), which changed the initialization of the contexts field
from `{ 0 }` to `{ { 0 } }`:

```console
             g_state = (struct ggml_state) {
-                /*.contexts =*/ { 0 },
+                /*.contexts =*/ { { 0 } },
             };
```
My understanding is that the `{0}` initialization might not have
zero-initialized all the nested fields in every array element because of
compiler differences, and might have been the reason for having the
explicit setting of the `used` fields to false.
2024-10-23 16:50:02 +03:00
Michael Coppola
ac113a0fee
llama.vim : add classic vim support (#9995)
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* added classic vim support

* fixed ring update, removed blank line

* minor

* minor

* minor doc update

* removed uneeded var

* minor

* minor

* fixed job_start creating new scratch buffers

* fixed job_start creating new scratch buffers

* fixed ghost text indenting when expandtab is on

* removed unused code

* minor

* unified fim_on_exit

* minor

* vim ghost text rendering now uses pos_x and pos_y parameters

* renamed *_hlgroup to hlgroup_*

* renamed *_ghost_text to ghost_text_*, moved nvim/vim detection to llama#init()

* minor

---------

Co-authored-by: Michael Coppola <info@michaeljcoppola.com>
2024-10-23 14:09:26 +03:00
Jun Hee Yoo
4c9388fb96
metal : add POOL2D and fix IM2COL (#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>
2024-10-23 13:33:45 +03:00
github-actions[bot]
873279b159 flake.lock: Update
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    'github:NixOS/nixpkgs/5633bcff0c6162b9e4b5f1264264611e950c8ec7?narHash=sha256-9UTxR8eukdg%2BXZeHgxW5hQA9fIKHsKCdOIUycTryeVw%3D' (2024-10-09)
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2024-10-23 01:28:07 +00:00
Xuan Son Nguyen
c8c07d658a
llama : fix empty batch causing llama_batch_allocr to crash (#9966)
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* llama : fix empty batch cause llama_batch_allocr to crash

* move batch_allocr inside decode/encode_internal

* fix build

* add GGML_ASSERT

* Apply suggestions from code review

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

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-10-22 16:59:02 +02:00
Daniel Bevenius
19d900a756
llama : rename batch to ubatch (#9950)
This commit renames the member field batch in llm_build_context to
ubatch, and also the parameter batch in llama_build_graph, and
llama_set_inputs to ubatch.

The motivation for this change is to make the code more readable
(considering there are the structs llama_batch and llama_sbatch), and
consistent with other parts of the code base where parameters/fields of
type llama_ubatch are named ubatch.
2024-10-22 16:31:06 +03:00
Molly Sophia
11d47057a5
Rwkv chat template fix (#10001)
* llama: remove useless template matching for rwkv-world

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* converter: Add comment about the hack for rwkv models

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Update src/llama.cpp

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>

---------

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-10-22 15:22:26 +02:00
Xuan Son Nguyen
c421ac072d
lora : warn user if new token is added in the adapter (#9948)
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2024-10-22 13:08:41 +02:00
Molly Sophia
4ff7fe1fb3
llama : add chat template for RWKV-World + fix EOT (#9968)
* Add chat template for RWKV-World

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* RWKV: Fix the chat template not being used

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* RWKV v6: Set EOT token to ``\n\n``

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* readme: add rwkv into supported model list

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

---------

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
2024-10-22 13:33:37 +03:00
leo-pony
6b8447352d
[CANN] Adapt to dynamically loadable backends mechanism (#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
2024-10-22 16:16:01 +08:00
Daniel Bevenius
674804a996
arg : fix typo in embeddings argument help [no ci] (#9994)
This commit fixes two typos in the help text for the `--embd-normalize`
and `--embd-separator` arguments. It also updates common.h which contain
the same typo in two comments.
2024-10-22 10:40:02 +03:00
Georgi Gerganov
e94a138d64
llama.vim : fix info text display [no ci] (#9787) 2024-10-22 00:37:55 +03:00
Georgi Gerganov
e01c67affe
llama.vim : move info to the right of screen [no ci] (#9787)
'eol' messes up the rendering with nvim v0.10.2 for some reason
2024-10-21 22:53:18 +03:00
Asghar Ghorbani
994cfb1acb
readme : update UI list (#9972)
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add PocketPal AI app
2024-10-21 21:20:59 +03:00
Daniel Bevenius
94008cc760
arg : fix attention non-causal arg value hint (#9985)
This commit updates the argument value hint for the `--attention`
argument to `non-causal`.

The motivation for this change is that the only values for this argument
are `causal` and `non-causal`.
2024-10-21 21:12:52 +03:00
Georgi Gerganov
dbd5f2f573
llama.vim : plugin for Neovim (#9787) 2024-10-21 20:25:02 +03:00
Georgi Gerganov
f594bc80ba
ggml : add asserts for type conversion in fattn kernels (#9971)
ggml-ci
2024-10-21 16:20:46 +03:00
Radoslav Gerganov
d5ebd79c76
rpc : pack only RPC structs (#9959)
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2024-10-21 13:35:40 +03:00
Georgi Gerganov
55e47786e3
llama : default sampling changes + greedy update (#9897)
* llama : deprecate softmax sampler + fix dist sampler

ggml-ci

* tests : replace macros with functions

ggml-ci

* sampling : change temperature sampler logic

For t <= 0.0f, keep the max logit intact and set the rest to -inf

* cont : no need for special "greedy" logic

top-k == 1 is the same

* tests : init prob correctly

* llama : handle temp <= 0.0 in the temp_ext sampler too

ggml-ci

* cont : avoid extra loop in temperature sampler for sub-zero temp

ggml-ci
2024-10-21 09:46:40 +03:00
Georgi Gerganov
bc21975084
speculative : fix handling of some input params (#9963)
* speculative : fix batch sizes at initialization

ggml-ci

* speculative : handle params.n_predict == -1

* speculative : limit batch size to llama_n_batch
2024-10-21 09:37:12 +03:00
Neo Zhang Jianyu
1db8c84fc6
fix mul_mat_vec_q and *_vec_q error (#9939)
Co-authored-by: arthw <14088817+arthw@users.noreply.github.com>
2024-10-21 14:26:09 +08:00
Loïc Carrère
45f097645e
readme : update bindings list (#9951)
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Update the binding list by adding LM-Kit.NET (C# & VB.NET)
2024-10-20 19:25:41 +03:00
icppWorld
7cab2083c7
readme : update infra list (#9942)
llama_cpp_canister allows you to run llama.cpp as a Smart Contract on the Internet Computer. The smart contract runs as WebAssembly in a so-called 'canister'.
2024-10-20 19:01:34 +03:00
Xuan Son Nguyen
cda0e4b648
llama : remove all_pos_0, all_pos_1, all_seq_id from llama_batch (#9745)
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* refactor llama_batch_get_one

* adapt all examples

* fix simple.cpp

* fix llama_bench

* fix

* fix context shifting

* free batch before return

* use common_batch_add, reuse llama_batch in loop

* null terminated seq_id list

* fix save-load-state example

* fix perplexity

* correct token pos in llama_batch_allocr
2024-10-18 23:18:01 +02:00
Radoslav Gerganov
afd9909a64
rpc : backend refactoring (#9912)
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* rpc : refactor backend

Use structs for RPC request/response messages

* rpc : refactor server
2024-10-18 14:33:58 +03:00
Ouadie EL FAROUKI
87421a23e8
[SYCL] Add SYCL Backend registry, device and Event Interfaces (#9705)
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* implemented missing SYCL event APIs

* sycl : Added device and backend reg interfaces

* Restructured ggml-sycl.cpp
2024-10-18 06:46:16 +01:00