Commit Graph

31 Commits

Author SHA1 Message Date
Ettore Di Giacinto
c89271b2e4
feat(llama.cpp): add distributed llama.cpp inferencing (#2324)
* feat(llama.cpp): support distributed llama.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat: let tweak how chat messages are merged together

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactor

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Makefile: register to ALL_GRPC_BACKENDS

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring, allow disable auto-detection of backends

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* minor fixups

Signed-off-by: mudler <mudler@localai.io>

* feat: add cmd to start rpc-server from llama.cpp

Signed-off-by: mudler <mudler@localai.io>

* ci: add ccache

Signed-off-by: mudler <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: mudler <mudler@localai.io>
2024-05-15 01:17:02 +02:00
Ettore Di Giacinto
e49ea0123b
feat(llama.cpp): add flash_attention and no_kv_offloading (#2310)
feat(llama.cpp): add flash_attn and no_kv_offload

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-13 19:07:51 +02:00
cryptk
28a421cb1d
feat: migrate python backends from conda to uv (#2215)
* feat: migrate diffusers backend from conda to uv

  - replace conda with UV for diffusers install (prototype for all
    extras backends)
  - add ability to build docker with one/some/all extras backends
    instead of all or nothing

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate autogtpq bark coqui from conda to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: convert exllama over to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate exllama2 to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate mamba to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate parler to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate petals to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: fix tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate rerankers to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate sentencetransformers to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: install uv for tests-linux

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: make sure file exists before installing on intel images

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate transformers backend to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate transformers-musicgen to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate vall-e-x to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: migrate vllm to uv

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add uv install to the rest of test-extra.yml

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: adjust file perms on all install/run/test scripts

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add missing acclerate dependencies

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add some more missing dependencies to python backends

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: parler tests venv py dir fix

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: correct filename for transformers-musicgen tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: adjust the pwd for valle tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: cleanup and optimization work for uv migration

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add setuptools to requirements-install for mamba

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: more size optimization work

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: make installs and tests more consistent, cleanup some deps

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: cleanup

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: mamba backend is cublas only

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: uncomment lines in makefile

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

---------

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-05-10 15:08:08 +02:00
Ettore Di Giacinto
530bec9c64
feat(llama.cpp): do not specify backends to autoload and add llama.cpp variants (#2232)
* feat(initializer): do not specify backends to autoload

We can simply try to autoload the backends extracted in the asset dir.
This will allow to build variants of the same backend (for e.g. with different instructions sets),
so to have a single binary for all the variants.

Signed-off-by: mudler <mudler@localai.io>

* refactor(prepare): refactor out llama.cpp prepare steps

Make it so are idempotent and that we can re-build

Signed-off-by: mudler <mudler@localai.io>

* [TEST] feat(build): build noavx version along

Signed-off-by: mudler <mudler@localai.io>

* build: make build parallel

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* build: do not override CMAKE_ARGS

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* build: add fallback variant

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(huggingface-langchain): fail if no token is set

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(huggingface-langchain): rename

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: do not autoload local-store

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: give priority between the listed backends

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: mudler <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-04 17:56:12 +02:00
Ettore Di Giacinto
e843d7df0e
feat(grpc): return consumed token count and update response accordingly (#2035)
Fixes: #1920
2024-04-15 19:47:11 +02:00
cryptk
a8ebf6f575
fix: respect concurrency from parent build parameters when building GRPC (#2023)
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-04-13 09:14:32 +02:00
Dave
ed5734ae25
test/fix: OSX Test Repair (#1843)
* test with gguf instead of ggml. Updates testPrompt to match? Adds debugging line to Dockerfile that I've found helpful recently.

* fix testPrompt slightly

* Sad Experiment: Test GH runner without metal?

* break apart CGO_LDFLAGS

* switch runner

* upstream llama.cpp disables Metal on Github CI!

* missed a dir from clean-tests

* CGO_LDFLAGS

* tmate failure + NO_ACCELERATE

* whisper.cpp has a metal fix

* do the exact opposite of the name of this branch, but keep it around for unrelated fixes?

* add back newlines

* add tmate to linux for testing

* update fixtures

* timeout for tmate
2024-03-18 19:19:43 +01:00
Ettore Di Giacinto
fa9e330fc6
fix(llama.cpp): fix eos without cache (#1852) 2024-03-18 18:59:24 +01:00
cryptk
020ce29cd8
fix(make): allow to parallelize jobs (#1845)
* fix: clean up Makefile dependencies to allow for parallel builds

* refactor: remove old unused backend from Makefile

* fix: finish removing legacy backend, update piper

* fix: I broke llama... I fixed llama

* feat: give the tests and builds a few threads

* fix: ensure libraries are replaced before build, add dropreplace target

* Fix image build workflows
2024-03-17 15:39:20 +01:00
Dave
db199f61da
fix: osx build default.metallib (#1837)
fix: osx build default.metallib (#1837)
* port osx fix from refactor pr to slim pr
* manually bump llama.cpp version to unstick CI?
2024-03-15 08:18:58 +00:00
Dave
45d520f913
fix: OSX Build Files for llama.cpp (#1836)
bot ate my changes, seperate branch
2024-03-14 23:07:47 +01:00
cryptk
b423af001d
fix: the correct BUILD_TYPE for OpenCL is clblas (with no t) (#1828) 2024-03-14 08:39:21 +01:00
Ettore Di Giacinto
bc5f5aa538
deps(llama.cpp): update (#1759)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-02-26 13:18:44 +01:00
Ettore Di Giacinto
8292781045
deps(llama.cpp): update, support Gemma models (#1734)
deps(llama.cpp): update

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-02-21 17:23:38 +01:00
Ettore Di Giacinto
54ec6348fa
deps(llama.cpp): update (#1714)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-02-21 11:35:44 +01:00
Ettore Di Giacinto
c56b6ddb1c
fix(llama.cpp): disable infinite context shifting (#1704)
Infinite context loop might as well trigger an infinite loop of context
shifting if the model hallucinates and does not stop answering.
This has the unpleasant effect that the predicion never terminates,
which is the case especially on small models which tends to hallucinate.

Workarounds https://github.com/mudler/LocalAI/issues/1333 by removing
context-shifting.

See also upstream issue: https://github.com/ggerganov/llama.cpp/issues/3969
2024-02-13 21:17:21 +01:00
Ettore Di Giacinto
1c57f8d077
feat(sycl): Add support for Intel GPUs with sycl (#1647) (#1660)
* feat(sycl): Add sycl support (#1647)

* onekit: install without prompts

* set cmake args only in grpc-server

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* cleanup

* fixup sycl source env

* Cleanup docs

* ci: runs on self-hosted

* fix typo

* bump llama.cpp

* llama.cpp: update server

* adapt to upstream changes

* adapt to upstream changes

* docs: add sycl

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-02-01 19:21:52 +01:00
Ettore Di Giacinto
697c769b64
fix(llama.cpp): enable cont batching when parallel is set (#1622)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-01-21 14:59:48 +01:00
Sebastian
eaf85a30f9
fix(llama.cpp): Enable parallel requests (#1616)
integrate changes from llama.cpp

Signed-off-by: Sebastian <tauven@gmail.com>
2024-01-21 09:56:14 +01:00
Dionysius
441e2965ff
move BUILD_GRPC_FOR_BACKEND_LLAMA logic to makefile: errors in this section now immediately fail the build (#1576)
* move BUILD_GRPC_FOR_BACKEND_LLAMA option to makefile

* review: oversight, fixup cmake_args

Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Signed-off-by: Dionysius <1341084+dionysius@users.noreply.github.com>

---------

Signed-off-by: Dionysius <1341084+dionysius@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-01-13 10:08:26 +01:00
Ettore Di Giacinto
fd48cb6506
deps(llama.cpp): update and sync grpc server (#1527)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-01-01 14:39:31 +01:00
Chris Natale
e2311a145c
Fix: Set proper Homebrew install location for x86 Macs (#1510)
* set proper Homebrew install location for x86 Macs

* fix: remove prior conditional that my logic replaces
2023-12-30 12:37:26 +01:00
Ettore Di Giacinto
fb6a5bc620
update(llama.cpp): update server, correctly propagate LLAMA_VERSION (#1440)
* fix(Makefile): correctly propagate LLAMA_VERSION

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* update grpc-server.cpp

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-12-15 08:26:48 +01:00
Ettore Di Giacinto
ad0e30bca5
refactor: move backends into the backends directory (#1279)
* refactor: move backends into the backends directory

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactor: move main close to implementation for every backend

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-13 22:40:16 +01:00
Ettore Di Giacinto
803a0ac02a
feat(llama.cpp): support lora with scale and yarn (#1277)
* feat(llama.cpp): support lora with scale

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat(llama.cpp): support yarn

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-11 18:40:48 +01:00
Ettore Di Giacinto
0eae727366
🔥 add LaVA support and GPT vision API, Multiple requests for llama.cpp, return JSON types (#1254)
* wip

* wip

* Make it functional

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* wip

* Small fixups

* do not inject space on role encoding, encode img at beginning of messages

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add examples/config defaults

* Add include dir of current source dir

* cleanup

* fixes

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fixups

* Revert "fixups"

This reverts commit f1a4731cca.

* fixes

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-11 13:14:59 +01:00
Diego
e7fa2e06f8
Fixes the bug 1196 (#1232)
* Current state of the branch.

* Now gRPC is build only when the BUILD_GRPC_FOR_BACKEND_LLAMA variable is defined.

* Now the local compilation of gRPC is executed on BUILD_GRPC_FOR_BACKEND_LLAMA.

* Revised the Makefile.

* Removed replace directives in go.mod.

---------

Signed-off-by: Diego <38375572+diego-minguzzi@users.noreply.github.com>
Co-authored-by: lunamidori5 <118759930+lunamidori5@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-11-06 19:07:46 +01:00
Ettore Di Giacinto
f227e918f9
feat(llama.cpp): Bump llama.cpp, adapt grpc server (#1211)
* feat(llama.cpp): Bump llama.cpp, adapt grpc server

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* ci: fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-10-25 20:56:25 +02:00
Dave
b839eb80a1
Fix backend/cpp/llama CMakeList.txt on OSX (#1212)
* Fix backend/cpp/llama CMakeList.txt on OSX - detect OSX and use homebrew libraries

* sneak a logging fix in too for gallery debugging

* additional logging
2023-10-25 20:53:26 +02:00
Ettore Di Giacinto
004baaa30f feat(llama.cpp): update
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-10-21 11:04:03 +02:00
Ettore Di Giacinto
128694213f
feat: llama.cpp gRPC C++ backend (#1170)
* wip: llama.cpp c++ gRPC server

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* make it work, attach it to the build process

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* update deps

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: add protobuf dep

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* try fix protobuf on cmake

* cmake: workarounds

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* add packages

* cmake: use fixed version of grpc

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* cmake(grpc): install locally

* install grpc

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* install required deps for grpc on debian bullseye

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* debug

* debug

* Fixups

* no need to install cmake manually

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* ci: fixup macOS

* use brew whenever possible

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* macOS fixups

* debug

* fix container build

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* workaround

* try mac

https://stackoverflow.com/questions/23905661/on-mac-g-clang-fails-to-search-usr-local-include-and-usr-local-lib-by-def

* Disable temp. arm64 docker image builds

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-10-16 21:46:29 +02:00