Commit Graph

55 Commits

Author SHA1 Message Date
Dave
eed5706994
refactor: backend/service split, channel-based llm flow (#1963)
Refactor: channel based llm flow and services split

---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-04-13 09:45:34 +02:00
cryptk
b85dad0286
feat: first pass at improving logging (#1956)
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-04-04 09:24:22 +02:00
Richard Palethorpe
643d85d2cc
feat(stores): Vector store backend (#1795)
Add simple vector store backend

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2024-03-22 21:14:04 +01:00
Ettore Di Giacinto
88b65f63d0
fix(go-llama): use llama-cpp as default (#1849)
* fix(go-llama): use llama-cpp as default

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

* fix(backends): drop obsoleted lines

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-03-17 23:08:22 +01:00
Ettore Di Giacinto
5d1018495f
feat(intel): add diffusers/transformers support (#1746)
* feat(intel): add diffusers support

* try to consume upstream container image

* Debug

* Manually install deps

* Map transformers/hf cache dir to modelpath if not specified

* fix(compel): update initialization, pass by all gRPC options

* fix: add dependencies, implement transformers for xpu

* base it from the oneapi image

* Add pillow

* set threads if specified when launching the API

* Skip conda install if intel

* defaults to non-intel

* ci: add to pipelines

* prepare compel only if enabled

* Skip conda install if intel

* fix cleanup

* Disable compel by default

* Install torch 2.1.0 with Intel

* Skip conda on some setups

* Detect python

* Quiet output

* Do not override system python with conda

* Prefer python3

* Fixups

* exllama2: do not install without conda (overrides pytorch version)

* exllama/exllama2: do not install if not using cuda

* Add missing dataset dependency

* Small fixups, symlink to python, add requirements

* Add neural_speed to the deps

* correctly handle model offloading

* fix: device_map == xpu

* go back at calling python, fixed at dockerfile level

* Exllama2 restricted to only nvidia gpus

* Tokenizer to xpu
2024-03-07 14:37:45 +01:00
Ettore Di Giacinto
ddd21f1644
feat: Use ubuntu as base for container images, drop deprecated ggml-transformers backends (#1689)
* cleanup backends

* switch image to ubuntu 22.04

* adapt commands for ubuntu

* transformers cleanup

* no contrib on ubuntu

* Change test model to gguf

* ci: disable bark tests (too cpu-intensive)

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

* cleanup

* refinements

* use intel base image

* Makefile: Add docker targets

* Change test model

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-02-08 20:12:51 +01:00
Ettore Di Giacinto
98ad93d53e
Drop ggml-based gpt2 and starcoder (supported by llama.cpp) (#1679)
* Drop ggml-based gpt2 and starcoder (supported by llama.cpp)

* Update compatibility table
2024-02-04 13:15:51 +01:00
Ettore Di Giacinto
df13ba655c
Drop old falcon backend (deprecated) (#1675)
Drop old falcon backend
2024-02-03 13:01:13 +01:00
coyzeng
d5d82ba344
feat(grpc): backend SPI pluggable in embedding mode (#1621)
* run server

* grpc backend embedded support

* backend providable
2024-01-23 08:56:36 +01:00
Ettore Di Giacinto
e19d7226f8
feat: more embedded models, coqui fixes, add model usage and description (#1556)
* feat: add model descriptions and usage

* remove default model gallery

* models: add embeddings and tts

* docs: update table

* docs: updates

* images: cleanup pip cache after install

* images: always run apt-get clean

* ux: improve gRPC connection errors

* ux: improve some messages

* fix: fix coqui when no AudioPath is passed by

* embedded: add more models

* Add usage

* Reorder table
2024-01-08 00:37:02 +01:00
Ettore Di Giacinto
db926896bd
Revert "[Refactor]: Core/API Split" (#1550)
Revert "[Refactor]: Core/API Split (#1506)"

This reverts commit ab7b4d5ee9.
2024-01-05 18:04:46 +01:00
Dave
ab7b4d5ee9
[Refactor]: Core/API Split (#1506)
Refactors api folder to core, creates firm split between backend code and api frontend.
2024-01-05 15:34:56 +01:00
Ettore Di Giacinto
66fa4f1767
feat: share models by url (#1522)
* feat: allow to pass by models via args

* expose it also as an env/arg

* docs: enhancements to build/requirements

* do not display status always

* print download status

* not all mesages are debug
2024-01-01 10:31:03 +01:00
Gianluca Boiano
cae7b197ec
feat: add tiny dream stable diffusion support (#1283)
Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
2023-12-24 19:27:24 +00:00
Ettore Di Giacinto
3d83128f16
feat(alias): alias llama to llama-cpp, update docs (#1448)
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-12-16 18:22:45 +01:00
Dave
8b6e601405
Feat: new backend: transformers-musicgen (#1387)
Transformers-MusicGen
---------

Signed-off-by: Dave <dave@gray101.com>
2023-12-08 10:01:02 +01:00
Ettore Di Giacinto
824612f1b4
feat: initial watchdog implementation (#1341)
* feat: initial watchdog implementation

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

* fiuxups

* Add more output

* wip: idletime checker

* wire idle watchdog checks

* enlarge watchdog time window

* small fixes

* Use stopmodel

* Always delete process

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-26 18:36:23 +01:00
Ettore Di Giacinto
3c9544b023
refactor: rename llama-stable to llama-ggml (#1287)
* refactor: rename llama-stable to llama-ggml

* Makefile: get sources in sources/

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

* fixup path

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

* fixup sources

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

* fixups sd

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

* update SD

* fixup

* fixup: create piper libdir also when not built

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

* fix make target on linux test

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-18 08:18:43 +01:00
Ettore Di Giacinto
548959b50f
feat: queue up requests if not running parallel requests (#1296)
Return a GRPC which handles a lock in case it is not meant to be
parallel.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-16 22:20:16 +01:00
Ettore Di Giacinto
fdd95d1d86
feat: allow to run parallel requests (#1290)
* feat: allow to run parallel requests

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

* fixup

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-16 08:20:05 +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
Ettore Di Giacinto
c62504ac92
cleanup: drop bloomz and ggllm as now supported by llama.cpp (#1217)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-10-26 07:43:31 +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
Ettore Di Giacinto
ab5b75eb01
feat: add llama-stable backend (#932)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-20 16:35:42 +02:00
Ettore Di Giacinto
afdc0ebfd7
feat: add --single-active-backend to allow only one backend active at the time (#925)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-19 01:49:33 +02:00
Dave
8cb1061c11
Usage Features (#863) 2023-08-18 21:23:14 +02:00
Ettore Di Giacinto
0ec695f9e4
feat: make initializer accept gRPC delay times (#900)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-16 01:11:32 +02:00
Ettore Di Giacinto
8c781a6a44
feat: Add Diffusers (#874)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-09 08:38:51 +02:00
Ettore Di Giacinto
39805b09e5 fix: pass by env in managed services
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-08 00:58:38 +02:00
Ettore Di Giacinto
a843e64fc2 feat: add initial AutoGPTQ backend implementation 2023-08-07 22:53:28 +02:00
Ettore Di Giacinto
569c1d1163
feat: add rope settings and negative prompt, drop grammar backend (#797)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-25 19:05:27 +02:00
Aman Gupta Karmani
12fe0932c4
feat: cancel stream generation if client disappears (#792) 2023-07-24 23:10:54 +02:00
Dave
c6bf67f446
feat(llama2): add template for chat messages (#782)
Co-authored-by: Aman Karmani <aman@tmm1.net>

Lays some of the groundwork for LLAMA2 compatibility as well as other future models with complex prompting schemes.

Started small refactoring in pkg/model/loader.go regarding template loading. Currently still a part of ModelLoader, but should be easy to add template loading for situations other than overall prompt templates and the new chat-specific per-message templates
Adds support for new chat-endpoint-specific, per-message templates as an alternative to the existing Role: XYZ sprintf method.
Includes a temporary prompt template as an example, since I have a few questions before we merge in the model-gallery side changes (see )
Minor debug logging changes.
2023-07-22 11:31:39 -04:00
Ettore Di Giacinto
c71c729bc2 debug 2023-07-21 10:53:26 +02:00
Ettore Di Giacinto
94916749c5 feat: add external grpc and model autoloading 2023-07-20 22:10:12 +02:00
Ettore Di Giacinto
47cc95fc9f feat: add all backends to autoload
Now since gRPCs are not crashing the main thread we can just greedly
attempt all the backends we have available.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-20 00:40:28 +02:00
Ettore Di Giacinto
3feb632eb4
refactor: rename "llama-master" and "llama" (#776)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-20 00:36:16 +02:00
Ettore Di Giacinto
6352448b72
feat: add llama-master backend (#752)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-17 23:58:15 +02:00
Ettore Di Giacinto
1d0ed95a54 feat: move other backends to grpc
This finally makes everything more consistent

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-15 01:19:43 +02:00
Ettore Di Giacinto
f2f1d7fe72 feat: use gRPC for transformers
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-15 01:19:43 +02:00
Ettore Di Giacinto
ae533cadef feat: move gpt4all to a grpc service
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-15 01:19:43 +02:00
Ettore Di Giacinto
58f6aab637 feat: move llama to a grpc
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-15 01:19:43 +02:00
Ettore Di Giacinto
b816009db0 feat: add falcon ggllm via grpc client
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-15 01:19:43 +02:00
Ettore Di Giacinto
a7bb029d23
feat: add tts with go-piper (#649)
Signed-off-by: mudler <mudler@localai.io>
2023-06-22 17:53:10 +02:00
Ettore Di Giacinto
e37361985c
deps: update gpt4all bindings, fix search path on new versions (#592) 2023-06-14 13:24:53 +02:00
Ettore Di Giacinto
d62aef2016
feat: add experimental support for falcon-7b (#516)
Signed-off-by: mudler <mudler@mocaccino.org>
2023-06-06 17:23:19 +02:00
Ettore Di Giacinto
78ad4813df
feat: Update gpt4all, support multiple implementations in runtime (#472)
Signed-off-by: mudler <mudler@mocaccino.org>
2023-06-01 23:38:52 +02:00
Pavel Zloi
3ba07a5928
feat: add LangChainGo Huggingface backend (#446)
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-06-01 12:00:06 +02:00
Ettore Di Giacinto
9decd0813c
feat: update go-gpt2 (#359)
Signed-off-by: mudler <mudler@mocaccino.org>
2023-05-23 21:47:47 +02:00
Ettore Di Giacinto
cc9aa9eb3f
feat: add /models/apply endpoint to prepare models (#286) 2023-05-18 15:59:03 +02:00