Commit Graph

1372 Commits

Author SHA1 Message Date
Eric Curtin a1649cc13f
Adding linenoise.cpp to llama-run (#11252)
This is a fork of linenoise that is C++17 compatible. I intend on
adding it to llama-run so we can do things like traverse prompt
history via the up and down arrows:

https://github.com/ericcurtin/linenoise.cpp

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-18 14:42:31 +00:00
Xuan Son Nguyen f30f099228
server : implement cancellable request (#11285)
* server : implement cancellable request

* fix typo

* httplib 0.18.5

* fix i underflow
2025-01-18 14:12:05 +01:00
LostRuins Concedo 6390a998bf
tts : add guide tokens support (#11186)
* Added the ability to use guide tokens for OuteTTS, greatly improving TTS recitation accuracy over long input sequences.

* applied linting suggestions, updated to latest llama_vocab changes, added a safety check, added newline to guide token start
2025-01-18 12:20:57 +02:00
codezjx 3edfa7d375
llama.android: add field formatChat to control whether to parse special tokens when send message (#11270) 2025-01-17 14:57:56 +02:00
Radoslav Gerganov 667d72846c
rpc : early register backend devices (#11262)
Early register RPC devices and do not propagate RPC specifics in the
llama model structures.

ref: #10609
2025-01-17 10:57:09 +02:00
Georgi Gerganov f11cfdfd7f
ci : use -no-cnv in gguf-split tests (#11254)
* ci : use -no-cnv in gguf-split tests

ggml-ci

* ci : use -no-cnv in requantize tests

ggml-ci

* scripts : fix [no ci]
2025-01-15 18:28:35 +02:00
Daniel Bevenius 0ccd7f3eb2
examples : add embd_to_audio to tts-outetts.py [no ci] (#11235)
This commit contains a suggestion for adding the missing embd_to_audio
function from tts.cpp to tts-outetts.py. This introduces a depencency
numpy which I was not sure if that is acceptable or not (only PyTorch
was mentioned in referened PR).

Also the README has been updated with instructions to run the example
with llama-server and the python script.

Refs: https://github.com/ggerganov/llama.cpp/pull/10784#issuecomment-2548377734
2025-01-15 05:44:38 +01:00
ebraminio c5bf0d1bd7
server : Improve code snippets direction between RTL text (#11221) 2025-01-14 11:39:33 +01:00
ebraminio 504af20ee4
server : (UI) Improve messages bubble shape in RTL (#11220)
I simply have overlooked message bubble's tail placement for RTL
text as I use the dark mode and that isn't visible there and this
fixes it.
2025-01-13 20:23:31 +01:00
Xuan Son Nguyen 84a44815f7
cli : auto activate conversation mode if chat template is available (#11214)
* cli : auto activate conversation mode if chat template is detected

* add warn on bad template

* update readme (writing with the help of chatgpt)

* update readme (2)

* do not activate -cnv for non-instruct models
2025-01-13 20:18:12 +01:00
ebraminio 437e05f714
server : (UI) Support for RTL text as models input or output (#11208) 2025-01-13 14:46:39 +01:00
Eric Curtin 924518e2e5
Reset color before we exit (#11205)
We don't want colors to leak post termination of llama-run.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-12 18:23:10 +00:00
Georgi Gerganov afa8a9ec9b
llama : add `llama_vocab`, functions -> methods, naming (#11110)
* llama : functions -> methods (#11110)

* llama : add struct llama_vocab to the API (#11156)

ggml-ci

* hparams : move vocab params to llama_vocab (#11159)

ggml-ci

* vocab : more pimpl (#11165)

ggml-ci

* vocab : minor tokenization optimizations (#11160)

ggml-ci

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

* lora : update API names (#11167)

ggml-ci

* llama : update API names to use correct prefix (#11174)

* llama : update API names to use correct prefix

ggml-ci

* cont

ggml-ci

* cont

ggml-ci

* minor [no ci]

* vocab : llama_vocab_add_[be]os -> llama_vocab_get_add_[be]os (#11174)

ggml-ci

* vocab : llama_vocab_n_vocab -> llama_vocab_n_tokens (#11174)

ggml-ci

---------

Co-authored-by: Diego Devesa <slarengh@gmail.com>
2025-01-12 11:32:42 +02:00
Daniel Bevenius ba8a1f9c5b
examples : add README.md to tts example [no ci] (#11155)
* examples : add README.md to tts example [no ci]

* squash! examples : add README.md to tts example [no ci]

Fix heading to be consistent with other examples, and add a quickstart
section to README.md.

* squash! examples : add README.md to tts example [no ci]

Fix spelling mistake.
2025-01-10 13:16:16 +01:00
Daniel Bevenius 8eceb888d7
server : add tooltips to settings and themes btn (#11154)
* server : add tooltips to settings and themes btn

This commit adds tooltips to the settings and themes buttons in the
webui. The tooltip will be displayed below the actual buttons when
hovered over.

The motivation for this change is to clarify the purpose of the themes
button.

* squash! server : add tooltips to settings and themes btn

This commit adds a tooltip to the '...' button when a chat has been
started. The tooltip is "Chat options" which think could be a good
description as the dropdown contains options to delete or download the
current chat.

* rm tooltip for 3 dots button

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2025-01-09 11:28:29 +01:00
Eric Curtin 1bf839b1e8
Enhance user input handling for llama-run (#11138)
The main motivation for this change is it was not handing
ctrl-c/ctrl-d correctly. Modify `read_user_input` to handle EOF,
"/bye" command, and empty input cases. Introduce `get_user_input`
function to manage user input loop and handle different return
cases.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-08 18:47:05 +00:00
Georgi Gerganov a3c1232c3f
arg : option to exclude arguments from specific examples (#11136)
* arg : option to exclude arguments from specific examples

ggml-ci

* readme : remove old args [no ci]
2025-01-08 12:55:36 +02:00
Johannes Gäßler 53ff6b9b9f
GGUF: C++ refactor, backend support, misc fixes (#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
2025-01-07 18:01:58 +01:00
Eric Curtin dc7cef9f37
llama-run : fix context size (#11094)
Set `n_ctx` equal to `n_batch` in `Opt` class. Now context size is
a more reasonable 2048.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2025-01-06 23:45:28 +01:00
Georgi Gerganov e6e7c75d94
server : fix extra BOS in infill endpoint (#11106)
* server : fix extra BOS in infill endpoing

ggml-ci

* server : update infill tests
2025-01-06 15:36:08 +02:00
Georgi Gerganov 47182dd03f
llama : update llama_model API names (#11063)
* llama : deprecate llama_free_model, add llama_model_free

ggml-ci

* llama : change `llama_load_model_from_file` -> `llama_model_load_from_file`

ggml-ci
2025-01-06 10:55:18 +02:00
Georgi Gerganov 3e6e7a6bc2
tokenize : escape the prompt (#11058)
* tokenize : escape the prompt

* tokenize : update help
2025-01-06 10:54:25 +02:00
Georgi Gerganov 727368c60f
llama : use LLAMA_TOKEN_NULL (#11062)
ggml-ci
2025-01-06 10:52:15 +02:00
Georgi Gerganov f66f582927
llama : refactor `src/llama.cpp` (#10902)
* llama : scatter llama.cpp into multiple modules (wip)

* llama : control-vector -> adapter

* llama : arch

* llama : mmap

ggml-ci

* ci : remove BUILD_SHARED_LIBS=OFF

ggml-ci

* llama : arch (cont)

ggml-ci

* llama : chat

ggml-ci

* llama : model

ggml-ci

* llama : hparams

ggml-ci

* llama : adapter

ggml-ci

* examples : fix

ggml-ci

* rebase

ggml-ci

* minor

* llama : kv cache

ggml-ci

* llama : impl

ggml-ci

* llama : batch

ggml-ci

* cont

ggml-ci

* llama : context

ggml-ci

* minor

* llama : context (cont)

ggml-ci

* llama : model loader

ggml-ci

* common : update lora

ggml-ci

* llama : quant

ggml-ci

* llama : quant (cont)

ggml-ci

* minor [no ci]
2025-01-03 10:18:53 +02:00
Pierrick Hymbert 2f0ee84b9b
server: bench: minor fixes (#10765)
* server/bench:
- support openAI streaming standard output with [DONE]\n\n
- export k6 raw results in csv
- fix too many tcp idle connection in tcp_wait
- add metric time to emit first token

* server/bench:
- fix when prometheus not started
- wait for server to be ready before starting bench
2025-01-02 18:06:12 +01:00
Xuan Son Nguyen 0da5d86026
server : allow using LoRA adapters per-request (#10994)
* slot.can_batch_with

* lora per request

* test: force disable cache prompt

* move can_batch_with check

* fix condition

* add slow test with llama 8b

* update docs

* move lora change task to queue

* Apply suggestions from code review

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

* lora_base

* remove redundant check

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2025-01-02 15:05:18 +01:00
Xuan Son Nguyen 45095a61bf
server : clean up built-in template detection (#11026)
* server : clean up built-in template detection

* fix compilation

* add chat template test

* fix condition
2024-12-31 15:22:01 +01:00
Xuan Son Nguyen 5896c65232
server : add OAI compat for /v1/completions (#10974)
* server : add OAI compat for /v1/completions

* add test

* add docs

* better docs
2024-12-31 12:34:13 +01:00
Peter 6e1531aca5
common, examples, ggml : fix MSYS2 GCC compiler errors and warnings when building with LLAMA_CURL=ON and GGML_OPENCL=ON (#11013)
In common/common.cpp:
* Convert usage of stat() function call to check if file exists to standard library function std::filesystem::exists (error unable to match to correct function signature)
* Additional conditions to check if PATH_MAX is already defined in WIN32 environment (warning it is already defined in MSYS2)

In examples/run/run.cpp:
* Add io.h header inclusion (error cannot find function _get_osfhandle)
* Change initialisers for OVERLAPPED to empty struct (warning about uninitialised members)
* Add initialiser for hFile (warning it may be uninitialised)
* Add cast for curl_off_t percentage value to long int in generate_progress_prefix function (warning that curl_off_t is long long int)

In ggml/src/ggml-opencl/ggml-opencl.cpp:
* Initialise certain declared cl_mem variables to nullptr for greater safety (warning about B_d variable possibly used unassigned)
2024-12-31 01:46:06 +01:00
ag2s20150909 c250ecb315
android : fix llama_batch free (#11014) 2024-12-30 14:35:13 +02:00
Isaac McFadyen f865ea149d
server: added more docs for response_fields field (#10995) 2024-12-28 16:09:19 +01:00
Alexey Parfenov 16cdce7b68
server : fix token duplication when streaming with stop strings (#10997) 2024-12-28 16:08:54 +01:00
Peter d283d02bf2
examples, ggml : fix GCC compiler warnings (#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/ggml/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)
2024-12-26 14:59:11 +01:00
Reza Kakhki 9ba399dfa7
server : add support for "encoding_format": "base64" to the */embeddings endpoints (#10967)
* add support for base64

* fix base64 test

* improve test

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-24 21:33:04 +01:00
Djip007 2cd43f4900
ggml : more perfo with llamafile tinyblas on x86_64 (#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
2024-12-24 18:54:49 +01:00
NeverLucky 09fe2e7613
server: allow filtering llama server response fields (#10940)
* llama_server_response_fields

* llama_server_response_fields_fix_issues

* params fixes

* fix

* clarify docs

* change to "response_fields"

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-24 17:39:49 +01:00
Xuan Son Nguyen 14b699ecde
server : fix missing model id in /model endpoint (#10957)
* server : fix missing model id in /model endpoint

* fix ci
2024-12-23 12:52:25 +01:00
Xuan Son Nguyen 485dc01214
server : add system_fingerprint to chat/completion (#10917)
* server : add system_fingerprint to chat/completion

* update README
2024-12-23 12:02:44 +01:00
Radoslav Gerganov 86bf31cfe6
rpc-server : add support for the SYCL backend (#10934) 2024-12-23 10:39:30 +02:00
Eric Curtin dab76c92cc
llama-run : include temperature option (#10899)
This commit updates the `examples/run/README.md` file to include a new
option for setting the temperature and updates the `run.cpp` file to
parse this option.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2024-12-23 01:21:40 +01:00
Xuan Son Nguyen 0ca416c91a
server : (UI) fix copy to clipboard function (#10916) 2024-12-20 14:12:06 +01:00
Georgi Gerganov d408bb9268
clip : disable GPU support (#10896)
ggml-ci
2024-12-19 18:47:15 +02:00
Georgi Gerganov 5cab3e4aaa
llama : minor grammar refactor (#10897)
ggml-ci
2024-12-19 17:42:13 +02:00
Xuan Son Nguyen 57bb2c40cd
server : fix logprobs, make it OAI-compatible (#10783)
* server : fix logprobs, make it openai-compatible

* update docs

* add std::log

* return pre-sampling p

* sort before apply softmax

* add comment

* fix test

* set p for sampled token

* update docs

* add --multi-token-probs

* update docs

* add `post_sampling_probs` option

* update docs [no ci]

* remove --multi-token-probs

* "top_probs" with "post_sampling_probs"

* resolve review comments

* rename struct token_prob to prob_info

* correct comment placement

* fix setting prob for sampled token
2024-12-19 15:40:08 +01:00
Eric Curtin 7909e8588d
llama-run : improve progress bar (#10821)
Set default width to whatever the terminal is. Also fixed a small bug around
default n_gpu_layers value.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2024-12-19 03:58:00 +01:00
Diego Devesa 9177484f58
ggml : fix arm build (#10890)
* ggml: GGML_NATIVE uses -mcpu=native on ARM

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* ggml: Show detected features with GGML_NATIVE

Signed-off-by: Adrien Gallouët <angt@huggingface.co>

* remove msvc support, add GGML_CPU_ARM_ARCH option

* disable llamafile in android example

* march -> mcpu, skip adding feature macros

ggml-ci

---------

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
Co-authored-by: Adrien Gallouët <angt@huggingface.co>
2024-12-18 23:21:42 +01:00
Georgi Gerganov 0bf2d10c55
tts : add OuteTTS support (#10784)
* server : add "tokens" output

ggml-ci

* server : output embeddings for all tokens when pooling = none

ggml-ci

* server : be explicit about the pooling type in the tests

ggml-ci

* server : do not normalize embeddings when there is no pooling

ggml-ci

* llama : add OuteTTS support (wip)

* wip

* extract features

* first conv

* group norm

* resnet conv

* resnet

* attn

* pos net

* layer norm

* convnext

* head

* hann window

* fix n_embd + remove llama.cpp hacks

* compute hann window

* fft

* spectrum processing

* clean-up

* tts : receive input text and generate codes

* clip : fix new conv name

* tts : minor fix

* tts : add header + minor fixes

ggml-ci

* tts : add matchematical constant

ggml-ci

* tts : fix sampling + cut initial noise

* tts : fixes

* tts : update default samplers

ggml-ci

* tts : text pre-processing

* tts : outetts-voc -> wavtokenizer-dec

* tts : remove hardcoded constants

ggml-ci

* tts : fix tensor shapes

* llama : refactor wavtokenizer tensors

ggml-ci

* cont

ggml-ci

* cont [no ci]

* llama : update WavTokenizer to non-causal attn

* llama : handle no-vocab detokenization

* tts : add Python example for OuteTTS (wip)

* tts : extend python example to generate spectrogram

ggml-ci

* server : fix rebase artifacts

* tts : enable "return_tokens" in Python example

ggml-ci

* tts : minor fixes

* common : support HF download for vocoder
2024-12-18 19:27:21 +02:00
Gaetan Bisson 7bbb5acf12
server: avoid overwriting Authorization header (#10878)
* server: avoid overwriting Authorization header

If no API key is set, leave the Authorization header as is. It may be
used by another part of the Web stack, such as an authenticating proxy.

Fixes https://github.com/ggerganov/llama.cpp/issues/10854

* rebuild

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-18 15:00:07 +01:00
Georgi Gerganov 152610eda9
server : output embeddings for all tokens when pooling = none (#10861)
* server : add "tokens" output

ggml-ci

* server : output embeddings for all tokens when pooling = none

ggml-ci

* server : update readme [no ci]

* server : fix spacing [no ci]

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

* server : be explicit about the pooling type in the tests

ggml-ci

* server : update /embeddings and /v1/embeddings endpoints

ggml-ci

* server : do not normalize embeddings when there is no pooling

ggml-ci

* server : update readme

ggml-ci

* server : fixes

* tests : update server tests

ggml-ci

* server : update readme [no ci]

* server : remove rebase artifact

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-12-18 13:01:41 +02:00
Georgi Gerganov 0e70ba686e
server : add "tokens" output (#10853)
* server : add "tokens" output

ggml-ci

* server : update readme

ggml-ci

* server : return tokens ids only if requested

ggml-ci

* tests : improve "tokens" type check

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

* server : remove "tokens" from the OAI endpoint

ggml-ci

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-12-18 11:05:29 +02:00
Xuan Son Nguyen 46828872c3
server : (embeddings) using same format for "input" and "content" (#10872)
* server : (embeddings) using same format for "input" and "content"

* fix test case

* handle empty input case

* fix test
2024-12-18 10:55:09 +02:00
krystiancha 05c3a444b8
server : fill usage info in embeddings and rerank responses (#10852)
* server : fill usage info in embeddings response

* server : fill usage info in reranking response
2024-12-17 18:00:24 +02:00
Xuan Son Nguyen 227d7c5a7f
server : (UI) fix missing async generator on safari (#10857)
* server : (UI) fix missing async generator on safari

* fix
2024-12-17 09:52:09 +01:00
Georgi Gerganov 644fd71b44
sampling : refactor + optimize penalties sampler (#10803)
* sampling : refactor + optimize penalties sampler

ggml-ci

* common : apply ignore_eos as logit bias

ggml-ci

* batched : remove penalties sampler

* params : allow penalty_last_n == -1 to be equal to context size

ggml-ci

* common : by default, move the penalties at the end of the sampling chain

ggml-ci

* common : ignore all EOG tokens

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

* common : move back the penalties at the front of the sampling chain

ggml-ci

* readme : restore hint about --ignore-eos flag [no ci]

* llama : minor

ggml-ci

* webui : update

---------

Co-authored-by: Diego Devesa <slarengh@gmail.com>
2024-12-16 12:31:14 +02:00
Bartowski 4ddd199f6f
llava : Allow locally downloaded models for QwenVL (#10833)
* Allow locally downloaded models for QwenVL

* Define model_path

* rm trailing space

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-12-15 21:43:25 +01:00
Vinesh Janarthanan 5478bbcd17
server: (UI) add syntax highlighting and latex math rendering (#10808)
* add code highlighting and math formatting

* code cleanup

* build public/index.html

* rebuild public/index.html

* fixed coding style

* fixed coding style

* style fixes

* highlight: smaller bundle size, fix light & dark theme

* remove katex

* add bundle size check

* add more languages

* add php

* reuse some langs

* use gzip

* Revert "remove katex"

This reverts commit c0e5046acc.

* use better maintained @vscode/markdown-it-katex

* fix gzip non deterministic

* ability to add a demo conversation for dev

* fix latex rendering

* add comment

* latex codeblock as code

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-15 12:55:54 +01:00
Michelle Tan 89d604f2c8
server: Fix `has_next_line` in JSON response (#10818)
* Update server JSON response.

* Add unit test to check `has_new_line` JSON response

* Remove `has_new_line` unit test changes.

* Address code review comment: type check for `has_new_line` in unit test
2024-12-14 23:29:45 +01:00
HimariO ba1cb19cdd
llama : add Qwen2VL support + multimodal RoPE (#10361)
* Barebone Qwen2VL LLM convertor

* Add Qwen2VL cli entrypoint

* [WIP] add qwen2vl arch

* Verify m-rope output

* Add vl-rope/2d-rope support for qwen2vl ViT

* update qwen2vl cli tool

* update 5D tensor op workaround

* [WIP] qwen2vl vision model

* make batch and clip utils compatible with qwen2vl

* [WIP] create inference workflow, gguf convert script but fix

* correcting vision-rope behavior, add the missing last layer back to ViT

* add arg parser to qwen2vl_surgery

* replace variable size array with vector

* cuda-gdb cmake preset

* add fp32 mrope, vision rope kernel

* add fp16 support for qwen2vl and m-rope

* add `GGML_ROPE_TYPE_MROPE`, `GGML_ROPE_TYPE_VISION`

* fix rope op mode switching, out dated func args

* update `llama_hparams`

* update to keep up stream changes

* resolve linter, test errors

* add makefile entry, update speical image padding token

* add mrope unit test, fix few compiler warnings

* rename `mrope` related function, params

* minor updates on debug util, bug fixs

* add `m-rope` testcase to `test-backend-ops`

* Apply suggestions from code review

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

* fix traililng whitespce

* store `llama_hparams.rope_sections` with fixed size array

* update position id tensor size check in GGML_OP_ROPE

* minor updates

* update `ggml_backend_*_supports_op` of unsupported backends

* remote old `rope_section` compare operator

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-14 14:43:46 +02:00
cduk 56eea0781c
Removes spurious \r in output that causes logging in journalctl to treat lines as binary and therefore hidden by default (#10771)
Signed-off-by: Charles Darke <s.cduk@toodevious.com>
Co-authored-by: Charles Darke <s.cduk@toodevious.com>
2024-12-13 23:21:49 +01:00
Eric Curtin c27ac678dd
Opt class for positional argument handling (#10508)
Added support for positional arguments `model` and `prompt`. Added
functionality to download via strings like:

  llama-run llama3
  llama-run ollama://granite-code
  llama-run ollama://granite-code:8b
  llama-run hf://QuantFactory/SmolLM-135M-GGUF/SmolLM-135M.Q2_K.gguf
  llama-run huggingface://bartowski/SmolLM-1.7B-Instruct-v0.2-GGUF/SmolLM-1.7B-Instruct-v0.2-IQ3_M.gguf
  llama-run https://example.com/some-file1.gguf
  llama-run some-file2.gguf
  llama-run file://some-file3.gguf

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2024-12-13 19:34:25 +01:00
Xuan Son Nguyen adffa6ffd5
common : improve -ctv -ctk CLI arguments (#10806)
* common : improve ctv ctk cli argument

* regenerate docs

* even better approach

* use std::vector
2024-12-12 22:53:05 +01:00
Diego Devesa cb13ef85a4
remove CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS (#10797)
other windows build fixes
2024-12-12 19:02:49 +01:00
CentricStorm 5555c0c1f6
docs: update server streaming mode documentation (#9519)
Provide more documentation for streaming mode.
2024-12-11 23:40:40 +01:00
Xuan Son Nguyen 235f6e14bf
server : (UI) add tok/s, get rid of completion.js (#10786)
* get rid of completion.js

* extract chat bubble to a component

* add tok/s info

* sync

* fix BASE_URL

* only extract timings when it's enabled

* fix auto scroll
2024-12-11 20:52:14 +01:00
qingy1337 1a31d0dc00
Update README.md (#10772) 2024-12-11 16:16:32 +01:00
kallewoof 484d2f31ae
bug-fix: snprintf prints NULL in place of the last character (#10419)
* bug-fix: snprintf prints NULL in place of the last character

We need to give snprintf enough space to print the last character and the null character, thus we allocate one extra byte and then ignore it when converting to std::string.

* add comment about extra null-term byte requirement
2024-12-11 14:48:04 +01:00
CentricStorm 4b4d92b098
docs: fix server documentation formatting (#10776) 2024-12-11 11:47:43 +01:00
Yüg a86ad841f1
server : add flag to disable the web-ui (#10762) (#10751)
Co-authored-by: eugenio.segala <esegala@deloitte.co.uk>
2024-12-10 18:22:34 +01:00
Xuan Son Nguyen ce8784bdb1
server : fix format_infill (#10724)
* server : fix format_infill

* fix

* rename

* update test

* use another model

* update test

* update test

* test_invalid_input_extra_req
2024-12-08 23:04:29 +01:00
Xuan Son Nguyen e52522b869
server : bring back info of final chunk in stream mode (#10722)
* server : bring back into to final chunk in stream mode

* clarify a bit

* traling space
2024-12-08 20:38:51 +01:00
Diego Devesa 43ed389a3f
llama : use cmake for swift build (#10525)
* llama : use cmake for swift build

* swift : <> -> ""

* ci : remove make

* ci : disable ios build

* Revert "swift : <> -> """

This reverts commit d39ffd9556.

* ci : try fix ios build

* ci : cont

* ci : cont

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-08 13:14:54 +02:00
Xuan Son Nguyen 3573fa8e7b
server : (refactor) no more json in server_task input (#10691)
* server : (refactor) no more json in server_task input

* add test for slots endpoint

* add tests for /props and /slots

* remove task inf_type

* fix CI by adding safe_json_to_str

* add "model_path" to /props

* update readme
2024-12-07 20:21:09 +01:00
Georgi Gerganov ce4a7b8493
server : various fixes (#10704)
* server : various fixes

ggml-ci

* server : show curent seed in slot_params

ggml-ci

* fix /slots endpoint

* Update examples/server/server.cpp

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

* server : reflect endpoint response changes in the readme

ggml-ci

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-12-07 18:02:05 +02:00
Djip007 19d8762ab6
ggml : refactor online repacking (#10446)
* rename ggml-cpu-aarch64.c to .cpp

* reformat extra cpu backend.

- clean Q4_0_N_M and IQ4_0_N_M
  - remove from "file" tensor type
  - allow only with dynamic repack

- extract cpu extra bufts and convert to C++
  - hbm
  - "aarch64"

- more generic use of extra buffer
  - generalise extra_supports_op
  - new API for "cpu-accel":
     - amx
     - aarch64

* clang-format

* Clean Q4_0_N_M ref

Enable restrict on C++

* add op GGML_OP_MUL_MAT_ID for Q4_0_N_M with runtime repack

* added/corrected control on tensor size for Q4 repacking.

* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp

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

* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp

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

* add debug logs on repacks.

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-12-07 14:37:50 +02:00
Georgi Gerganov c2a16c0bdb
server : fix free of spec context and batch (#10651)
ggml-ci
2024-12-07 11:52:44 +02:00
Xuan Son Nguyen 6c5bc0625f
server : (refactoring) do not rely on JSON internally (#10643)
* server : (refactoring) reduce usage of json internally

* move all response types to struct

* wip [no ci]

* many fixes

* add virtual function

* fix index

* minor style fix

* add std::move

* refactor handle_completions_generic

* add virtual functions

* remove server.hpp

* clarify server_sent_event RFC specs

* apply review comments

* fix model_alias and completion_probabilities

* small clean up

* remove virtual for to_json_oai_compat()

* naming oai_compat --> oaicompat

* fix unwanted recursive call

* update docs
2024-12-06 11:14:32 +01:00
Plamen Minev 7736837d62
fix(server) : not show alert when DONE is received (#10674) 2024-12-05 22:36:41 +01:00
aryantandon01 f112d198cd
Update deprecation-warning.cpp (#10619)
Fixed Path Separator Handling for Cross-Platform Support (Windows File Systems)
2024-12-04 23:19:20 +01:00
Georgi Gerganov 1da7b76569
server : fix speculative decoding with context shift (#10641)
* server : fix speculative decoding with context shift

ggml-ci

* server : take into account speculative limits

ggml-ci

* server : add tests
2024-12-04 22:38:20 +02:00
piDack 01e6d9bb71
clip : add sycl support (#10574)
Co-authored-by: piDack <pcdack@hotmail.co>
2024-12-04 01:26:37 +01:00
Xuan Son Nguyen 91c36c269b
server : (web ui) Various improvements, now use vite as bundler (#10599)
* hide buttons in dropdown menu

* use npm as deps manager and vite as bundler

* fix build

* fix build (2)

* fix responsive on mobile

* fix more problems on mobile

* sync build

* (test) add CI step for verifying build

* fix ci

* force rebuild .hpp files

* cmake: clean up generated files pre build
2024-12-03 19:38:44 +01:00
Nikolaos Pothitos 82bca2257b
readme : add option, update default value, fix formatting (#10271)
* readme : document --no-display-prompt

* readme : update default prompt context size

* readme : remove unnecessary indentation

Indenting a line with four spaces makes Markdown treat that section as
plain text.

* readme : indent commands under bullets

* readme : indent commands in lettered list
2024-12-03 12:50:08 +02:00
Georgi Gerganov 70b98fadbc
server : fix default draft model parameters (#10586)
* server : force F16 KV cache for the draft model

ggml-ci

* server : fix draft params

ggml-ci

* server : various params fixes

ggml-ci
2024-12-03 11:20:00 +02:00
Xuan Son Nguyen 642330ac7c
llama : add enum for built-in chat templates (#10623)
* llama : add enum for supported chat templates

* use "built-in" instead of "supported"

* arg: print list of built-in templates

* fix test

* update server README
2024-12-02 22:10:19 +01:00
Georgi Gerganov 8648c52101
make : deprecate (#10514)
* make : deprecate

ggml-ci

* ci : disable Makefile builds

ggml-ci

* docs : remove make references [no ci]

* ci : disable swift build

ggml-ci

* docs : remove obsolete make references, scripts, examples

ggml-ci

* basic fix for compare-commits.sh

* update build.md

* more build.md updates

* more build.md updates

* more build.md updates

* Update Makefile

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

---------

Co-authored-by: slaren <slarengh@gmail.com>
2024-12-02 21:22:53 +02:00
haopeng 64ed2091b2
server: Add "tokens per second" information in the backend (#10548)
* add cmake rvv support

* add timings

* remove space

* update readme

* fix

* fix code

* remove empty line

* add test

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-12-02 14:45:54 +01:00
alek3y 86dc11c5bc
server : bind to any port when specified (#10590) 2024-12-01 13:33:12 +02:00
Diego Devesa 7cc2d2c889
ggml : move AMX to the CPU backend (#10570)
* ggml : move AMX to the CPU backend

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-11-29 21:54:58 +01:00
Xuan Son Nguyen b782e5c7d4
server : add more test cases (#10569)
* server : add split model test

* add test speculative

* add invalid cases
2024-11-29 21:48:56 +01:00
Robert Collins 3a8e9af402
imatrix : support combine-only (#10492)
* imatrix-combine-only idea

* ensured that behavior consistent with log
2024-11-29 19:21:37 +02:00
Ting Lou 678d7994f4
llava: return false instead of exit (#10546) 2024-11-29 01:09:46 +01:00
Xuan Son Nguyen 6c59567689
server : (tests) don't use thread for capturing stdout/stderr, bump openai client library (#10568)
* server : (tests) don't use thread for capturing stdout/stderr

* test: bump openai to 1.55.2

* bump openai to 1.55.3
2024-11-28 19:17:49 +01:00
Random Fly 7281cf13ad
docs: fix outdated usage of llama-simple (#10565) 2024-11-28 16:03:11 +01:00
Xuan Son Nguyen 9f912511bc
common : fix duplicated file name with hf_repo and hf_file (#10550) 2024-11-27 22:30:52 +01:00
Diego Devesa 30ec398321
llama : disable warnings for 3rd party sha1 dependency (#10527) 2024-11-26 21:01:47 +01:00
Xuan Son Nguyen 45abe0f74e
server : replace behave with pytest (#10416)
* server : replace behave with pytest

* fix test on windows

* misc

* add more tests

* more tests

* styling

* log less, fix embd test

* added all sequential tests

* fix coding style

* fix save slot test

* add parallel completion test

* fix parallel test

* remove feature files

* update test docs

* no cache_prompt for some tests

* add test_cache_vs_nocache_prompt
2024-11-26 16:20:18 +01:00
Georgi Gerganov ab96610b1e
cmake : enable warnings in llama (#10474)
* cmake : enable warnings in llama

ggml-ci

* cmake : add llama_get_flags and respect LLAMA_FATAL_WARNINGS

* cmake : get_flags -> ggml_get_flags

* speculative-simple : fix warnings

* cmake : reuse ggml_get_flags

ggml-ci

* speculative-simple : fix compile warning

ggml-ci
2024-11-26 14:18:08 +02:00
Georgi Gerganov 84e1c33cde
server : fix parallel speculative decoding (#10513)
ggml-ci
2024-11-26 13:36:40 +02:00
Georgi Gerganov 811872a59d
speculative : simplify the implementation (#10504)
ggml-ci
2024-11-26 12:29:38 +02:00
Eric Curtin 0cc63754b8
Introduce llama-run (#10291)
It's like simple-chat but it uses smart pointers to avoid manual
memory cleanups. Less memory leaks in the code now. Avoid printing
multiple dots. Split code into smaller functions. Uses no exception
handling.

Signed-off-by: Eric Curtin <ecurtin@redhat.com>
2024-11-25 22:56:24 +01:00
Georgi Gerganov 47f931c8f9
server : enable cache_prompt by default (#10501)
ggml-ci
2024-11-25 21:50:07 +02:00
Diego Devesa 10bce0450f
llama : accept a list of devices to use to offload a model (#10497)
* llama : accept a list of devices to use to offload a model

* accept `--dev none` to completely disable offloading

* fix dev list with dl backends

* rename env parameter to LLAMA_ARG_DEVICE for consistency
2024-11-25 19:30:06 +01:00
brucepro a9a678a6b2
Add download chat feature to server chat (#10481)
* Add download chat feature to server chat

Add a download feature next to the delete chat feature in the server vue chat interface.

* code style

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-11-25 17:11:55 +01:00
Georgi Gerganov 9ca2e67762
server : add speculative decoding support (#10455)
* server : add speculative decoding support

ggml-ci

* server : add helper function slot.can_speculate()

ggml-ci
2024-11-25 16:31:38 +02:00
Diego Devesa 5931c1f233
ggml : add support for dynamic loading of backends (#10469)
* ggml : add support for dynamic loading of backends

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2024-11-25 15:13:39 +01:00
Georgi Gerganov d9d54e498d
speculative : refactor and add a simpler example (#10362)
* speculative : refactor and add a simpler example

ggml-ci

* speculative : clean-up and add comments and TODOs [no ci]

* speculative : manage context in common_speculative

ggml-ci

* speculative : simplify

ggml-ci

* speculative : simplify (cont)

ggml-ci

* speculative : add --draft-min CLI arg

* speculative : minor fixup

* make : build fixes

* speculative : do not redraft previous drafts

ggml-ci

* speculative : fix the draft sampling

ggml-ci

* speculative : fix compile warning

* common : refactor args

ggml-ci

* common : change defaults [no ci]

* common : final touches

ggml-ci
2024-11-25 09:58:41 +02:00
Diego Devesa fab5d30ff6
llama : add .clang-format file (#10415) 2024-11-20 12:57:53 +01:00
Johannes Gäßler 4e54be0ec6
llama/ex: remove --logdir argument (#10339) 2024-11-16 23:00:41 +01:00
MaggotHATE bcdb7a2386
server: (web UI) Add samplers sequence customization (#10255)
* Samplers sequence: simplified and input field.

* Removed unused function

* Modify and use `settings-modal-short-input`

* rename "name" --> "label"

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-11-16 14:26:54 +01:00
Xuan Son Nguyen 9901068ac7
server : (web UI) add copy button for code block, fix api key (#10242)
* server : (web ui) add copy btn for code blocks

* fix problem with api key

* use settings-modal-short-input component

* always show copy btn for code snippet
2024-11-15 10:48:49 +01:00
Diego Devesa ae8de6d50a
ggml : build backends as libraries (#10256)
* ggml : build backends as libraries

---------

Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: R0CKSTAR <xiaodong.ye@mthreads.com>
2024-11-14 18:04:35 +01:00
Georgi Gerganov 2a82891a85
speculative : fix out-of-bounds access (#10289) 2024-11-14 11:44:15 +02:00
Alexey Parfenov ff7fb670d0
server : add missing docs (#10269) 2024-11-13 13:16:30 +02:00
Jhen-Jie Hong 0e712a5acb
server : fix incorrect res in validate_model_chat_template (#10272)
* server : fix validate_model_chat_template

* server : fix chat res
2024-11-13 13:15:23 +02:00
Brian a0ec17b32e
metadata: Detailed Dataset Authorship Metadata (#8875)
Converter script can now read these two fields as a detailed base model and dataset source.
This was done so that it will be easier for Hugging Face to integrate detailed metadata as needed.

 -  base_model_sources (List[dict], optional)
 -  dataset_sources (List[dict], optional)

Dataset now represented as:

 - general.dataset.count
 - general.dataset.{id}.name
 - general.dataset.{id}.author
 - general.dataset.{id}.version
 - general.dataset.{id}.organization
 - general.dataset.{id}.description
 - general.dataset.{id}.url
 - general.dataset.{id}.doi
 - general.dataset.{id}.uuid
 - general.dataset.{id}.repo_url

This also adds to base model these metadata:

 - general.base_model.{id}.description
2024-11-13 21:10:38 +11:00
Georgi Gerganov b141e5f6ef
server : enable KV cache defrag by default (#10233)
ggml-ci
2024-11-11 08:38:43 +02:00
MaggotHATE 505f33274d
server : (web UI) Add back sampler settings (#10239)
* Add back samplers to server

* Added tooltips with basic information

* Fixed stretching of input fields.

* use component for settings input, move help msg to tooltips

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-11-10 15:42:25 -04:00
haopeng 8fc393f246
scripts : fix pattern and get n_tokens in one go (#10221) 2024-11-09 09:06:54 +02:00
Georgi Gerganov 841f27abdb
metal : optimize FA kernels (#10171)
* ggml : add ggml_flash_attn_ext_get_prec

* metal : use F16 precision in FA kernels

ggml-ci

* metal : minor clean-up

* metal : compile-guard bf16 FA kernels

ggml-ci

* build : remove obsolete compile flag [no ci]

* metal : prevent int overflows [no ci]

* cuda : disable BF16 FA

ggml-ci

* metal : fix BF16 requirement for FA kernels

ggml-ci

* make : clean-up [no ci]
2024-11-08 13:47:22 +02:00
Xuan Son Nguyen 76c6e7f105
server : minor UI fix (#10207) 2024-11-07 18:44:38 -04:00
Xuan Son Nguyen a71d81cf8c
server : revamp chat UI with vuejs and daisyui (#10175)
* server : simple chat UI with vuejs and daisyui

* move old files to legacy folder

* embed deps into binary

* basic markdown support

* add conversation history, save to localStorage

* fix bg-base classes

* save theme preferences

* fix tests

* regenerate, edit, copy buttons

* small fixes

* docs: how to use legacy ui

* better error handling

* make CORS preflight more explicit

* add GET method for CORS

* fix tests

* clean up a bit

* better auto scroll

* small fixes

* use collapse-arrow

* fix closeAndSaveConfigDialog

* small fix

* remove console.log

* fix style for <pre> element

* lighter bubble color (less distract when reading)
2024-11-07 17:31:10 -04:00
Georgi Gerganov b11f9ba9b8
server : remove hack for extra parallel slot (#10187)
ggml-ci
2024-11-06 13:29:01 +02:00
Xuan Son Nguyen 9e0ecfb697
server : clarify /slots endpoint, add is_processing (#10162)
* server : clarify /slots endpoint, add is_processing

* fix tests
2024-11-04 16:33:29 +01:00
Diego Devesa 9f40989351
ggml : move CPU backend to a separate file (#10144) 2024-11-03 19:34:08 +01:00
sasha0552 42cadc74bd
server : fix slot selection by lru (#10126)
* server : fix slot selection by lru, migrate lcs to `size_t`

* minor debug log fix
2024-11-02 18:34:56 +02:00
Georgi Gerganov 45950415ed
server : fix endpoint checks (#10135)
ggml-ci
2024-11-02 18:34:00 +02:00
Diego Devesa b634f8a26f
simple-chat : only add bos on first prompt (#10129) 2024-11-02 13:08:53 +01:00
Diego Devesa a6744e43e8
llama : add simple-chat example (#10124)
* llama : add simple-chat example

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-11-01 23:50:59 +01:00
sasha0552 d865d1478c
server : fix smart selection of available slot (#10120)
* Fix smart selection of available slot

* minor fix

* replace vectors of tokens with shorthands
2024-11-01 14:33:14 +01:00
Kevin Gibbons 0a683e8088
server : include scheme when printing URL (#10106) 2024-10-31 14:02:35 +01:00
Rich Dougherty 6763f713bb
readme : more lora detail in main example readme (#10064) 2024-10-30 13:22:39 +01:00
Diego Devesa c5b0f4b5d9
llama : refactor model loader with backend registry (#10026) 2024-10-30 02:01:23 +01:00
Georgi Gerganov 8d8ff71536
llama : remove Tail-Free sampling (#10071)
ggml-ci
2024-10-29 10:42:05 +02:00
Georgi Gerganov 8125e6cbfc
server : don't overfill the batch during infill (#10018)
ggml-ci
2024-10-28 08:49:32 +02:00
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
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)
* 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
wwoodsTM 0a1c750c80
server : samplers accept the prompt correctly (#10019) 2024-10-23 22:27:51 +03:00
Georgi Gerganov 2d3aba9ee8
llama.vim : bump generation time limit to 3s [no ci] 2024-10-23 17:16:56 +03:00
Michael Coppola ac113a0fee
llama.vim : add classic vim support (#9995)
* 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
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
Georgi Gerganov dbd5f2f573
llama.vim : plugin for Neovim (#9787) 2024-10-21 20:25:02 +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
Xuan Son Nguyen cda0e4b648
llama : remove all_pos_0, all_pos_1, all_seq_id from llama_batch (#9745)
* 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
Ouadie EL FAROUKI 87421a23e8
[SYCL] Add SYCL Backend registry, device and Event Interfaces (#9705)
* implemented missing SYCL event APIs

* sycl : Added device and backend reg interfaces

* Restructured ggml-sycl.cpp
2024-10-18 06:46:16 +01:00
Georgi Gerganov 8901755ba3
server : add n_indent parameter for line indentation requirement (#9929)
ggml-ci
2024-10-18 07:32:19 +03:00
Georgi Gerganov 17bb928080
readme : remove --memory-f32 references (#9925) 2024-10-17 23:43:05 +03:00