Commit Graph

130 Commits

Author SHA1 Message Date
Dave
1c312685aa
refactor: move remaining api packages to core (#1731)
* core 1

* api/openai/files fix

* core 2 - core/config

* move over core api.go and tests to the start of core/http

* move over localai specific endpoints to core/http, begin the service/endpoint split there

* refactor big chunk on the plane

* refactor chunk 2 on plane, next step: port and modify changes to request.go

* easy fixes for request.go, major changes not done yet

* lintfix

* json tag lintfix?

* gitignore and .keep files

* strange fix attempt: rename the config dir?
2024-03-01 16:19:53 +01:00
Dave
255748bcba
MQTT Startup Refactoring Part 1: core/ packages part 1 (#1728)
This PR specifically introduces a `core` folder and moves the following packages over, without any other changes:

- `api/backend`
- `api/config`
- `api/options`
- `api/schema`

Once this is merged and we confirm there's no regressions, I can migrate over the remaining changes piece by piece to split up application startup, backend services, http, and mqtt as was the goal of the earlier PRs!
2024-02-21 01:21:19 +00:00
Ettore Di Giacinto
960d314e4f
feat(tools): Parallel function calling (#1726)
feat(tools): support returning multiple tools choices

Fixes: https://github.com/mudler/LocalAI/issues/1275
2024-02-20 21:58:45 +01:00
Steven Christou
01205fd4c0
Initial implementation of upload files api. (#1703)
* Initial implementation of upload files api.

* Move sanitize method to utils.

* Save uploaded data to uploads folder.

* Avoid loop if we do not have a purpose.

* Minor cleanup of api and fix bug where deleting duplicate filename cause error.

* Revert defer of saving config

* Moved creation of directory to startup.

* Make file names unique when storing on disk.

* Add test for files api.

* Update dependencies.
2024-02-18 10:12:02 +00:00
Ettore Di Giacinto
c72808f18b
feat(tools): support Tool calls in the API (#1715)
* feat(tools): support Tools in the API

Co-authored-by: =?UTF-8?q?Stephan=20A=C3=9Fmus?= <stephan.assmus@sap.com>

* feat(tools): support function streaming

* Adhere to new return types when using tools instead of functions

* Keep backward compatibility with function calling

* Evaluate function names in chat templates

* Disable recovery with --debug

* Correctly stream out the entire result

* Detect when llm chooses to reply and to not perform any action in SSE

* Feedback from code review

---------

Co-authored-by: =?UTF-8?q?Stephan=20A=C3=9Fmus?= <stephan.assmus@sap.com>
2024-02-17 10:00:34 +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
Ettore Di Giacinto
6ac5d814fb
feat(startup): fetch model definition remotely (#1654) 2024-01-28 00:14:16 +01:00
Ettore Di Giacinto
cb7512734d
transformers: correctly load automodels (#1643)
* backends(transformers): use AutoModel with LLM types

* examples: animagine-xl

* Add codellama examples
2024-01-26 00:13:21 +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
09e5d9007b
feat: embedded model configurations, add popular model examples, refactoring (#1532)
* move downloader out

* separate startup functions for preloading configuration files

* docs: add popular model examples

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

* shorteners

* Add llava

* Add mistral-openorca

* Better link to build section

* docs: update

* fixup

* Drop code dups

* Minor fixups

* Apply suggestions from code review

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

* ci: try to cache gRPC build during tests

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

* ci: do not build all images for tests, just necessary

* ci: cache gRPC also in release pipeline

* fixes

* Update model_preload_test.go

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-01-05 23:16:33 +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
Ettore Di Giacinto
a95bb0521d
fix(download): correctly check for not found error (#1514) 2023-12-30 15:36:46 +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
l
f7621b2c6c
feat: partial download (#1486)
* add .partial download

* fix Stat check

* review partial download
2023-12-24 19:39:33 +01:00
Ettore Di Giacinto
1fc3a375df
feat: inline templates and accept URLs in models (#1452)
* feat: Allow inline templates

* feat: Allow to specify url in model config files

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

* feat: support 'huggingface://' format

* style: reuse-code from gallery

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-12-18 18:58:44 +01:00
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
Ettore Di Giacinto
7641f92cde
feat(diffusers): update, add autopipeline, controlnet (#1432)
* feat(diffusers): update, add autopipeline, controlenet

* tests with AutoPipeline

* simplify logic
2023-12-13 19:20:22 +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
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
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
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
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
Dave
44a7045732
Feats: bruno example, gallery improvements for new scraper (#1161)
This PR bundles together two unrelated features:

1. Model Gallery improvements - specifically, the ability to follow
".ref" gallery links (which I made up for this specific application) to
an actual gallery yaml file (in order to have stable URLs) and the
ability to load self-contained configurations, rather than always using
a base.yaml + overrides. This is groundwork for my python-based
huggingface scraper.

2. A while ago I introduced some Insomnia request templates for people
to use. Unfortunately, Insomnia has decided to tank their product... So
I've personally switched to using
[bruno](https://github.com/usebruno/bruno/). Corresponding equivalent
files that I use for my testing have been added. Just open the folder
from bruno and everything will work. No import process required.

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-10-11 18:18:12 +02:00
Ettore Di Giacinto
a28ab18987
feat(vllm): Allow to set quantization (#1094)
This particularly useful to set AWQ

**Description**

Follow up of #1015 

**Notes for Reviewers**


**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [ ] Yes, I signed my commits.
 

<!--
Thank you for contributing to LocalAI! 

Contributing Conventions:

1. Include descriptive PR titles with [<component-name>] prepended.
2. Build and test your changes before submitting a PR. 
3. Sign your commits

By following the community's contribution conventions upfront, the
review process will
be accelerated and your PR merged more quickly.
-->

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-22 15:52:38 +02:00
Ettore Di Giacinto
8ccf5b2044
feat(speculative-sampling): allow to specify a draft model in the model config (#1052)
**Description**

This PR fixes #1013.

It adds `draft_model` and `n_draft` to the model YAML config in order to
load models with speculative sampling. This should be compatible as well
with grammars.

example:

```yaml
backend: llama                                                                                                                                                                   
context_size: 1024                                                                                                                                                                        
name: my-model-name
parameters:
  model: foo-bar
n_draft: 16                                                                                                                                                                      
draft_model: model-name
```

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-14 17:44:16 +02:00
Ettore Di Giacinto
dc307a1cc0
feat: add vall-e-x (#1007)
**Description**

This PR fixes #985 

**Notes for Reviewers**


**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [ ] Yes, I signed my commits.
 

<!--
Thank you for contributing to LocalAI! 

Contributing Conventions:

1. Include descriptive PR titles with [<component-name>] prepended.
2. Build and test your changes before submitting a PR. 
3. Sign your commits

By following the community's contribution conventions upfront, the
review process will
be accelerated and your PR merged more quickly.
-->

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-04 19:25:23 +02:00
Dave
005f289632
feat: Model Gallery Endpoint Refactor / Mutable Galleries Endpoints (#991)
refactor for model gallery endpoints - bundle up resources into a
struct, make galleries mutable with some crud endpoints. This is
groundwork required for making efficient use of the new scraper - while
that PR isn't _quite_ ready yet, the goal is to have more, individually
smaller gallery files. Therefore, rather than requiring a full localai
service restart, these new endpoints have been added to make life
easier.

- Adds endpoints to add, list and remove model galleries at runtime
- Adds these endpoints to the Insomnia config
- Minor fix: loading file urls follows symbolic links now
2023-09-02 09:00:44 +02:00
Ettore Di Giacinto
3bab307904
fix(llama): resolve lora adapters correctly from the model file (#964)
**Description**

we were otherwise expecting absolute paths. this make it relative to the
model file (as someone would expect)

**Notes for Reviewers**


**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [ ] Yes, I signed my commits.
 

<!--
Thank you for contributing to LocalAI! 

Contributing Conventions:

1. Include descriptive PR titles with [<component-name>] prepended.
2. Build and test your changes before submitting a PR. 
3. Sign your commits

By following the community's contribution conventions upfront, the
review process will
be accelerated and your PR merged more quickly.
-->
2023-08-27 10:11:32 +02:00
Ettore Di Giacinto
44bc7aa3d0
feat: Allow to load lora adapters for llama.cpp (#955)
**Description**

This PR fixes #

**Notes for Reviewers**


**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [ ] Yes, I signed my commits.
 

<!--
Thank you for contributing to LocalAI! 

Contributing Conventions:

1. Include descriptive PR titles with [<component-name>] prepended.
2. Build and test your changes before submitting a PR. 
3. Sign your commits

By following the community's contribution conventions upfront, the
review process will
be accelerated and your PR merged more quickly.
-->

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-25 21:58:46 +02:00
Ettore Di Giacinto
1120847f72
feat: bump llama.cpp, add gguf support (#943)
**Description**

This PR syncs up the `llama` backend to use `gguf`
(https://github.com/go-skynet/go-llama.cpp/pull/180). It also adds
`llama-stable` to the targets so we can still load ggml. It adapts the
current tests to use the `llama-backend` for ggml and uses a `gguf`
model to run tests on the new backend.

In order to consume the new version of go-llama.cpp, it also bump go to
1.21 (images, pipelines, etc)

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-24 01:18:58 +02:00
Dave
10b0e13882
feat: backend monitor shutdown endpoint, process based (#938)
This PR adds a new endpoint to the backend monitor section
`/backend/shutdown` which terminates the grpc process for the related
model.
2023-08-23 18:38:37 +02:00
Dave
901f0709c5
Feat: rwkv improvements: (#937) 2023-08-22 18:48:06 +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
cc060a283d
fix: drop racy code, refactor and group API schema (#931)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-20 14:04:45 +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
Ettore Di Giacinto
1079b18ff7
feat(diffusers): be consistent with pipelines, support also depthimg2img (#926)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-18 22:06:24 +02:00
Dave
8cb1061c11
Usage Features (#863) 2023-08-18 21:23:14 +02:00
Ettore Di Giacinto
2bacd0180d
feat(diffusers): add img2img and clip_skip, support more kernels schedulers (#906)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-17 23:38:59 +02:00
Ettore Di Giacinto
37700f2d98
feat(diffusers): add DPMSolverMultistepScheduler++, DPMSolverMultistepSchedulerSDE++, guidance_scale (#903)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-16 01:11:42 +02:00