23 Commits

Author SHA1 Message Date
Copilot
1abbedd732 feat(diffusers): implement dynamic pipeline loader to remove per-pipeline conditionals (#7365)
* Initial plan

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

* Add dynamic loader for diffusers pipelines and refactor backend.py

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Fix pipeline discovery error handling and test mock issue

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Address code review feedback: direct imports, better error handling, improved tests

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Address remaining code review feedback: specific exceptions, registry access, test imports

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add defensive fallback for DiffusionPipeline registry access

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Actually use dynamic pipeline loading for all pipelines in backend

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Use dynamic loader consistently for all pipelines including AutoPipelineForText2Image

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Move dynamic loader tests into test.py for CI compatibility

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Extend dynamic loader to discover any diffusers class type, not just DiffusionPipeline

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add AutoPipeline classes to pipeline registry for default model loading

Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(python): set pyvenv python home

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

* do pyenv update during start

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

* Minor changes

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: mudler <2420543+mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2025-12-04 19:02:06 +01:00
Ettore Di Giacinto
660bd45be8 fix(python): make option check uniform across backends (#6314)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-09-19 19:56:08 +02:00
Ettore Di Giacinto
c27da0a0f6 fix(diffusers): fix float detection (#6313)
There was apparently an oversight, this fixes the float/int detection

Fixes: https://github.com/mudler/LocalAI/issues/6312

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2025-09-19 19:09:04 +02:00
Ettore Di Giacinto
9621edb4c5 feat(diffusers): add support for wan2.2 (#6153)
* feat(diffusers): add support for wan2.2

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

* chore(ci): use ttl.sh for PRs

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

* Add ftfy deps

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

* Revert "chore(ci): use ttl.sh for PRs"

This reverts commit c9fc3ecf28.

* Simplify

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

* chore: do not pin torch/torchvision on cuda12

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-28 10:26:42 +02:00
Ettore Di Giacinto
960e51e527 chore(diffusers): support both src and reference_images in diffusers (#6135)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-24 22:03:08 +02:00
Ettore Di Giacinto
1d830ce7dd feat(mlx): add mlx backend (#6049)
* chore: allow to install with pip

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

* WIP

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

* Make the backend to build and actually work

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

* List models from system only

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

* Add script to build darwin python backends

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

* Run protogen in libbackend

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

* Detect if mps is available across python backends

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

* CI: try to build backend

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

* Debug CI

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

* Fixups

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

* Fixups

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

* Index mlx-vlm

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

* Remove mlx-vlm

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

* Drop CI test

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-22 08:42:29 +02:00
Ettore Di Giacinto
8193d18c7c feat(img2img): Add support to Qwen Image Edit (#6113)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-20 10:18:55 +02:00
Ettore Di Giacinto
c092633cd7 feat(models): add support to qwen-image (#5975)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-08-06 10:36:53 +02:00
Richard Palethorpe
b37cef3718 fix: Diffusers and XPU fixes (#5737)
* fix(README): Add device flags for Intel/XPU

Signed-off-by: Richard Palethorpe <io@richiejp.com>

* fix(diffusers/xpu): Set device to XPU and ignore CUDA request when on Intel

Signed-off-by: Richard Palethorpe <io@richiejp.com>

---------

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2025-07-01 12:36:17 +02:00
Ettore Di Giacinto
6e8f4f584b fix(diffusers): consider options only in form of key/value (#5277)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-04-29 17:08:55 +02:00
Ettore Di Giacinto
8abecb4a18 chore: bump grpc limits to 50MB (#5212)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-04-19 08:53:24 +02:00
Ettore Di Giacinto
d484028532 feat(diffusers): add support for Lumina2Text2ImgPipeline (#4806)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-04-10 09:55:51 +02:00
Ettore Di Giacinto
f5638a6354 feat(diffusers): allow to override image gen options (#4807)
Use the options field in the model to override kwargs if needed.

This allows to specify from the model yaml config:

```yaml

options:
- foo:bar

```

And each option will be used directly when calling the diffusers
pipeline, e.g:

```python
pipe(
  foo="bar",
)
```

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-02-11 10:16:32 +01:00
Ettore Di Giacinto
d7dee3a5ec feat(diffusers): add support for Sana pipelines (#4603)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2025-01-14 11:13:16 +01:00
Ettore Di Giacinto
b425a870b0 fix(diffusers): correctly parse height and width request without parametrization (#4082)
* fix(diffusers): allow to specify width and height without enable-parameters

Let's simplify usage by not gating width and height by parameters

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

* chore: use sane defaults

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-11-06 08:53:02 +01:00
Ettore Di Giacinto
947224b952 feat(diffusers): allow multiple lora adapters (#4081)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-11-05 15:14:33 +01:00
Ettore Di Giacinto
61c964dce7 fix(grpc): pass by modelpath (#4023)
Instead of trying to derive it from the model file. In backends that
specify HF url this results in a fragile logic.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-10-31 12:12:22 +01:00
Sertaç Özercan
07ce0a3c17 feat: add flux single file support (#3959)
feat: flux pipeline single file

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
2024-10-25 10:12:43 +02:00
Dave
6b72bdcb0a fix: purge a few remaining runway model references (#3480)
purge a few remaining runway model references

Signed-off-by: Dave Lee <dave@gray101.com>
2024-09-04 16:29:09 +02:00
Ettore Di Giacinto
74eaf02484 feat(diffusers): support flux models (#3129)
* feat(diffusers): support flux models

This adds support for FLUX models. For instance:
https://huggingface.co/black-forest-labs/FLUX.1-dev

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

* feat(diffusers): support FluxTransformer2DModel

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

* Small fixups

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-08-11 01:31:53 +02:00
vaaale
4e84764787 fix: Lora loading (#2893)
- Fixed Lora loading

Co-authored-by: Alex <alex@akhbar.home>
2024-07-16 18:58:45 +02:00
Ettore Di Giacinto
ecbb61cbf4 feat(sd-3): add stablediffusion 3 support (#2591)
* feat(sd-3): add stablediffusion 3 support

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

* deps(diffusers): add sentencepiece

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

* models(gallery): add stablediffusion-3

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-18 15:09:39 +02:00
cryptk
e2de8a88f7 feat: create bash library to handle install/run/test of python backends (#2286)
* feat: create bash library to handle install/run/test of python backends

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

* chore: minor cleanup

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

* fix: remove incorrect LIMIT_TARGETS from parler-tts

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

* fix: update runUnitests to handle running tests from a custom test file

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

* chore: document runUnittests

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

---------

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-05-11 18:32:46 +02:00