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731 Commits

Author SHA1 Message Date
Linoy Tsaban 392a49d447 [bug fix] fixes #6444 - checkpointing save issue in advanced dreambooth lora sdxl script (#6464) 
* unwrap text encoder when saving hook only for full text encoder tuning

* unwrap text encoder when saving hook only for full text encoder tuning

* save embeddings in each checkpoint as well

* save embeddings in each checkpoint as well

* save embeddings in each checkpoint as well

* Update examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:05 +05:30
jiqing-feng e6cc7e5195 Intel Gen 4 Xeon and later support bf16 (#6367) 
* Intel Gen 4 Xeon and later support bf16

* fix bf16 notes
 2024-12-23 13:02:05 +05:30
dg845 a9d21cd953 Improve LCM(-LoRA) Distillation Scripts (#6420) 
* Make WDS pipeline interpolation type configurable.

* Make the VAE encoding batch size configurable.

* Make lora_alpha and lora_dropout configurable for LCM LoRA scripts.

* Generalize scalings_for_boundary_conditions function and make the timestep scaling configurable.

* Make LoRA target modules configurable for LCM-LoRA scripts.

* Move resolve_interpolation_mode to src/diffusers/training_utils.py and make interpolation type configurable in non-WDS script.

* apply suggestions from review
 2024-12-23 13:02:05 +05:30
Sayak Paul 5bd3eabf19 Update README_sdxl.md to update the LR (#6432) 
Update README_sdxl.md
 2024-12-23 13:02:05 +05:30
Sayak Paul ecfe614ded [LoRA deprecation] handle rest of the stuff related to deprecated lora stuff. (#6426) 
* handle rest of the stuff related to deprecated lora stuff.

* fix: copies

* don't modify the uNet in-place.

* fix: temporal autoencoder.

* manually remove lora layers.

* don't copy unet.

* alright

* remove lora attn processors from unet3d

* fix: unet3d.

* styl

* Empty-Commit
 2024-12-23 13:02:05 +05:30
Aryan V S 4e8b430241 Update lpw_xl pipeline to latest diffusers (#6411) 
* add clip_skip, freeu, qkv

* fix

* add ip-adapter support

* callback on step end

* update

* fix NoneType bug

* fix

* add guidance scale embedding

* add textual inversion
 2024-12-23 13:02:05 +05:30
Linoy Tsaban 3adc804f79 [bug fix] using snr gamma and prior preservation loss in the dreambooth lora sdxl training scripts (#6356) 
* change timesteps used to calculate snr when --with_prior_preservation is enabled

* change timesteps used to calculate snr when --with_prior_preservation is enabled (canonical script)

* style

* revert canonical script to before snr gamma change

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:05 +05:30
2510 7b541c4826 Fix gradient-checkpointing option is ignored in SDXL+LoRA training. (#6388) (#6402) 
* Fix gradient-checkpointing option is ignored in SDXL+LoRA training. (#6388)

* Fix gradient-checkpointing option is ignored in SD+LoRA training.

* Fix gradient checkpoint is not applied to text encoders. (SDXL+LoRA)

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:05 +05:30
apolinário b640dd36f3 Add WebUI format support to Advanced Training Script (#6403) 
* Add WebUI format support to Advanced Training Script

* style

---------

Co-authored-by: multimodalart <joaopaulo.passos+multimodal@gmail.com>
 2024-12-23 13:02:05 +05:30
gzguevara 73026a708d changed w&b report link (#6387) 2024-12-23 13:02:05 +05:30
gzguevara a00a0175f9 multi-subject-dreambooth-inpainting with 🤗 datasets (#6378) 
* files added

* fixing code quality

* fixing code quality

* fixing code quality

* fixing code quality

* sorted import block

* seperated import wandb

* ruff on script

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:05 +05:30
Sayak Paul f72503473e [Training examples] Follow up of #6306 (#6346) 
* add to dreambooth lora.

* add: t2i lora.

* add: sdxl t2i lora.

* style

* lcm lora sdxl.

* unwrap

* fix: enable_adapters().
 2024-12-23 13:02:05 +05:30
apolinário a7b0d8f714 Fix keys for lora format on advanced training scripts (#6361) 
fix keys for lora format on advanced training scripts
 2024-12-23 13:02:05 +05:30
apolinário 372bb17ebc Add PEFT to advanced training script (#6294) 
* Fix ProdigyOPT in SDXL Dreambooth script

* style

* style

* Add PEFT to Advanced Training Script

* style

* style

* ✨ style ✨

* change order for logic operation

* add lora alpha

* style

* Align PEFT to new format

* Update train_dreambooth_lora_sdxl_advanced.py

Apply #6355 fix

---------

Co-authored-by: multimodalart <joaopaulo.passos+multimodal@gmail.com>
 2024-12-23 13:02:05 +05:30
Andy W ffe5b44159 Fix "push_to_hub only create repo in consistency model lora SDXL training script" (#6102) 
* fix

* style fix

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:05 +05:30
dg845 fbc43ee3aa Fix LCM distillation bug when creating the guidance scale embeddings using multiple GPUs. (#6279) 
Fix bug when creating the guidance embeddings using multiple GPUs.

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:05 +05:30
Jianqi Pan 02124fe691 fix: use retrieve_latents (#6337) 2024-12-23 13:02:05 +05:30
Dhruv Nair 47308a91f6 Move ControlNetXS into Community Folder (#6316) 
* update

* update

* update

* update

* update

* make style

* remove docs

* update

* move to research folder.

* fix-copies

* remove _toctree entry.

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:05 +05:30
Sayak Paul 0af5b440f9 [LoRA] make LoRAs trained with peft loadable when peft isn't installed (#6306) 
* spit diffusers-native format from the get go.

* rejig the peft_to_diffusers mapping.
 2024-12-23 13:02:05 +05:30
Will Berman 1de21a5996 amused update links to new repo (#6344) 
* amused update links to new repo

* lint
 2024-12-23 13:02:05 +05:30
priprapre a673191219 [SDXL-IP2P] Update README_sdxl, Replace the link for wandb log with the correct run (#6270) 
Replace the link for wandb log with the correct run
 2024-12-23 13:02:05 +05:30
Sayak Paul cdece7835d [Training] Add datasets version of LCM LoRA SDXL (#5778) 
* add: script to train lcm lora for sdxl with 🤗 datasets

* suit up the args.

* remove comments.

* fix num_update_steps

* fix batch unmarshalling

* fix num_update_steps_per_epoch

* fix; dataloading.

* fix microconditions.

* unconditional predictions debug

* fix batch size.

* no need to use use_auth_token

* Apply suggestions from code review

Co-authored-by: Suraj Patil <surajp815@gmail.com>

* make vae encoding batch size an arg

* final serialization in kohya

* style

* state dict rejigging

* feat: no separate teacher unet.

* debug

* fix state dict serialization

* debug

* debug

* debug

* remove prints.

* remove kohya utility and make style

* fix serialization

* fix

* add test

* add peft dependency.

* add: peft

* remove peft

* autocast device determination from accelerator

* autocast

* reduce lora rank.

* remove unneeded space

* Apply suggestions from code review

Co-authored-by: Suraj Patil <surajp815@gmail.com>

* style

* remove prompt dropout.

* also save in native diffusers ckpt format.

* debug

* debug

* debug

* better formation of the null embeddings.

* remove space.

* autocast fixes.

* autocast fix.

* hacky

* remove lora_sayak

* Apply suggestions from code review

Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>

* style

* make log validation leaner.

* move back enabled in.

* fix: log_validation call.

* add: checkpointing tests

* taking my chances to see if disabling autocasting has any effect?

* start debugging

* name

* name

* name

* more debug

* more debug

* index

* remove index.

* print length

* print length

* print length

* move unet.train() after add_adapter()

* disable some prints.

* enable_adapters() manually.

* remove prints.

* some changes.

* fix params_to_optimize

* more fixes

* debug

* debug

* remove print

* disable grad for certain contexts.

* Add support for IPAdapterFull (#5911)

* Add support for IPAdapterFull


Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Fix a bug in `add_noise` function  (#6085)

* fix

* copies

---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>

* [Advanced Diffusion Script] Add Widget default text (#6100)

add widget

* [Advanced Training Script] Fix pipe example (#6106)

* IP-Adapter for StableDiffusionControlNetImg2ImgPipeline (#5901)

* adapter for StableDiffusionControlNetImg2ImgPipeline

* fix-copies

* fix-copies

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* IP adapter support for most pipelines (#5900)

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_upscale.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_attend_and_excite.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_instruct_pix2pix.py

* update tests

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_panorama.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_sag.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion_safe/pipeline_stable_diffusion_safe.py

* support ip-adapter in src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_text2img.py

* support ip-adapter in src/diffusers/pipelines/latent_consistency_models/pipeline_latent_consistency_img2img.py

* support ip-adapter in src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_ldm3d.py

* revert changes to sd_attend_and_excite and sd_upscale

* make style

* fix broken tests

* update ip-adapter implementation to latest

* apply suggestions from review

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* fix: lora_alpha

* make vae casting conditional/

* param upcasting

* propagate comments from https://github.com/huggingface/diffusers/pull/6145

Co-authored-by: dg845 <dgu8957@gmail.com>

* [Peft] fix saving / loading when unet is not "unet" (#6046)

* [Peft] fix saving / loading when unet is not "unet"

* Update src/diffusers/loaders/lora.py

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* undo stablediffusion-xl changes

* use unet_name to get unet for lora helpers

* use unet_name

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* [Wuerstchen] fix fp16 training and correct lora args (#6245)

fix fp16 training

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* [docs] fix: animatediff docs (#6339)

fix: animatediff docs

* add: note about the new script in readme_sdxl.

* Revert "[Peft] fix saving / loading when unet is not "unet" (#6046)"

This reverts commit 4c7e983bb5.

* Revert "[Wuerstchen] fix fp16 training and correct lora args (#6245)"

This reverts commit 0bb9cf0216.

* Revert "[docs] fix: animatediff docs (#6339)"

This reverts commit 11659a6f74.

* remove tokenize_prompt().

* assistive comments around enable_adapters() and diable_adapters().

---------

Co-authored-by: Suraj Patil <surajp815@gmail.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Fabio Rigano <57982783+fabiorigano@users.noreply.github.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: apolinário <joaopaulo.passos@gmail.com>
Co-authored-by: Charchit Sharma <charchitsharma11@gmail.com>
Co-authored-by: Aryan V S <contact.aryanvs@gmail.com>
Co-authored-by: dg845 <dgu8957@gmail.com>
Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>
 2024-12-23 13:02:05 +05:30
Kashif Rasul e2463883bf [Wuerstchen] fix fp16 training and correct lora args (#6245) 
fix fp16 training

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:05 +05:30
dg845 bc2c7fb89b Change LCM-LoRA README Script Example Learning Rates to 1e-4 (#6304) 
Change README LCM-LoRA example learning rates to 1e-4.
 2024-12-23 13:02:05 +05:30
Jianqi Pan ed89b4dfc4 fix: cannot set guidance_scale (#6326) 
fix: set guidance_scale
 2024-12-23 13:02:05 +05:30
Sayak Paul 5ed8dcfa1d [Tests] Speed up example tests (#6319) 
* remove validation args from textual onverson tests

* reduce number of train steps in textual inversion tests

* fix: directories.

* debig

* fix: directories.

* remove validation tests from textual onversion

* try reducing the time of test_text_to_image_checkpointing_use_ema

* fix: directories

* speed up test_text_to_image_checkpointing

* speed up test_text_to_image_checkpointing_checkpoints_total_limit_removes_multiple_checkpoints

* fix

* speed up test_instruct_pix2pix_checkpointing_checkpoints_total_limit_removes_multiple_checkpoints

* set checkpoints_total_limit to 2.

* test_text_to_image_lora_checkpointing_checkpoints_total_limit_removes_multiple_checkpoints speed up

* speed up test_unconditional_checkpointing_checkpoints_total_limit_removes_multiple_checkpoints

* debug

* fix: directories.

* speed up test_instruct_pix2pix_checkpointing_checkpoints_total_limit

* speed up: test_controlnet_checkpointing_checkpoints_total_limit_removes_multiple_checkpoints

* speed up test_controlnet_sdxl

* speed up dreambooth tests

* speed up test_dreambooth_lora_checkpointing_checkpoints_total_limit_removes_multiple_checkpoints

* speed up test_custom_diffusion_checkpointing_checkpoints_total_limit_removes_multiple_checkpoints

* speed up test_text_to_image_lora_sdxl_text_encoder_checkpointing_checkpoints_total_limit

* speed up # checkpoint-2 should have been deleted

* speed up examples/text_to_image/test_text_to_image.py::TextToImage::test_text_to_image_checkpointing_checkpoints_total_limit

* additional speed ups

* style
 2024-12-23 13:02:05 +05:30
mwkldeveloper a1a427c097 fix RuntimeError: Input type (float) and bias type (c10::Half) should be the same in train_text_to_image_lora.py (#6259) 
* fix RuntimeError: Input type (float) and bias type (c10::Half) should be the same

* format source code

* format code

* remove the autocast blocks within the pipeline

* add autocast blocks to pipeline caller in train_text_to_image_lora.py
 2024-12-23 13:02:05 +05:30
Sayak Paul 6943a96d92 [LoRA PEFT] fix LoRA loading so that correct alphas are parsed (#6225) 
* initialize alpha too.

* add: test

* remove config parsing

* store rank

* debug

* remove faulty test
 2024-12-23 13:02:04 +05:30
apolinário d53f44cd12 Fix Prodigy optimizer in SDXL Dreambooth script (#6290) 
* Fix ProdigyOPT in SDXL Dreambooth script

* style

* style
 2024-12-23 13:02:04 +05:30
Bingxin Ke f151182f46 [Community Pipeline] Add Marigold Monocular Depth Estimation (#6249) 
* [Community Pipeline] Add Marigold Monocular Depth Estimation

- add single-file pipeline
- update README

* fix format - add one blank line

* format script with ruff

* use direct image link in example code

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-12-23 13:02:04 +05:30
Will Berman 8d0bf4f3da open muse (#5437) 
amused

rename

Update docs/source/en/api/pipelines/amused.md

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

AdaLayerNormContinuous default values

custom micro conditioning

micro conditioning docs

put lookup from codebook in constructor

fix conversion script

remove manual fused flash attn kernel

add training script

temp remove training script

add dummy gradient checkpointing func

clarify temperatures is an instance variable by setting it

remove additional SkipFF block args

hardcode norm args

rename tests folder

fix paths and samples

fix tests

add training script

training readme

lora saving and loading

non-lora saving/loading

some readme fixes

guards

Update docs/source/en/api/pipelines/amused.md

Co-authored-by: Suraj Patil <surajp815@gmail.com>

Update examples/amused/README.md

Co-authored-by: Suraj Patil <surajp815@gmail.com>

Update examples/amused/train_amused.py

Co-authored-by: Suraj Patil <surajp815@gmail.com>

vae upcasting

add fp16 integration tests

use tuple for micro cond

copyrights

remove casts

delegate to torch.nn.LayerNorm

move temperature to pipeline call

upsampling/downsampling changes
 2024-12-23 13:02:04 +05:30
YShow 35a969d297 [Training] remove depcreated method from lora scripts again (#6266) 
* remove depcreated method from lora scripts

* check code quality
 2023-12-21 14:17:52 +05:30
lvzi 6ca9c4af05 fix: unscale fp16 gradient problem & potential error (#6086) (#6231) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2023-12-21 09:09:26 +05:30
dependabot[bot] 0532cece97 Bump transformers from 4.34.0 to 4.36.0 in /examples/research_projects/realfill (#6255) 
Bump transformers in /examples/research_projects/realfill

Bumps [transformers](https://github.com/huggingface/transformers) from 4.34.0 to 4.36.0.
- [Release notes](https://github.com/huggingface/transformers/releases)
- [Commits](https://github.com/huggingface/transformers/compare/v4.34.0...v4.36.0)

---
updated-dependencies:
- dependency-name: transformers
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
 2023-12-21 09:03:17 +05:30
hako-mikan ff43dba7ea [Fix] Fix Regional Prompting Pipeline (#6188) 
* Update regional_prompting_stable_diffusion.py

* reformat

* reformat

* reformat

* reformat

* reformat

* reformat

* reformat

* regormat

* reformat

* reformat

* reformat

* reformat

* Update regional_prompting_stable_diffusion.py

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2023-12-20 10:37:19 +05:30
Sayak Paul 288ceebea5 [T2I LoRA training] fix: unscale fp16 gradient problem (#6119) 
* fix: unscale fp16 gradient problem

* fix for dreambooth lora sdxl

* make the type-casting conditional.

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2023-12-19 09:54:17 +05:30
Haofan Wang 7d0a47f387 Update train_text_to_image_lora.py (#6144) 
* Update train_text_to_image_lora.py

* Fix typo?

---------

Co-authored-by: M. Tolga Cangöz <46008593+standardAI@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2023-12-18 19:33:05 +01:00
Aryan V S 67b3d3267e Support img2img and inpaint in lpw-xl (#6114) 
* add img2img and inpaint support to lpw-xl

* update community README

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2023-12-18 19:19:11 +01:00
TilmannR 4e77056885 Update README.md (#6191) 
Typo: The script for LoRA training is `train_text_to_image_lora_prior.py` not `train_text_to_image_prior_lora.py`.

Alternatively you could rename the file and keep the README.md unchanged.
 2023-12-18 19:08:29 +01:00
Sayak Paul b98b314b7a [Training] remove depcreated method from lora scripts. (#6207) 
remove depcreated method from lora scripts.
 2023-12-18 15:52:43 +05:30
Yudong Jin 49644babd3 Fix the test script in examples/text_to_image/README.md (#6209) 
* Update examples/text_to_image/README.md

* Update examples/text_to_image/README.md

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2023-12-18 15:36:00 +05:30
dg845 49db233b35 Clean Up Comments in LCM(-LoRA) Distillation Scripts. (#6145) 
* Clean up comments in LCM(-LoRA) distillation scripts.

* Calculate predicted source noise noise_pred correctly for all prediction_types.

* make style

* apply suggestions from review

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2023-12-15 18:18:16 +05:30
Linoy Tsaban 29dfe22a8e [advanced dreambooth lora sdxl training script] load pipeline for inference only if validation prompt is used (#6171) 
* load pipeline for inference only if validation prompt is used

* move things outside

* load pipeline for inference only if validation prompt is used

* fix readme when validation prompt is used

---------

Co-authored-by: linoytsaban <linoy@huggingface.co>
Co-authored-by: apolinário <joaopaulo.passos@gmail.com>
 2023-12-14 11:45:33 -06:00
Monohydroxides c46711e895 [Community] Add SDE Drag pipeline (#6105) 
* Add community pipeline: sde_drag.py

* Update README.md

* Update README.md

Update example code and visual example

* Update sde_drag.py

Update code example.
 2023-12-14 20:47:20 +05:30
M. Tolga Cangöz 0a401b95b7 [Docs] Fix typos (#6122) 
Fix typos and trim trailing whitespaces
 2023-12-11 10:55:28 -08:00
apolinário 2a111bc9fe [Advanced Training Script] Fix pipe example (#6106) 2023-12-08 15:56:35 +01:00
apolinário 16e6997f0d [Advanced Diffusion Script] Add Widget default text (#6100) 
add widget
 2023-12-08 12:45:27 +01:00
Aryan V S 978dec9014 [Community] AnimateDiff + Controlnet Pipeline (#5928) 
* begin work on animatediff + controlnet pipeline

* complete todos, uncomment multicontrolnet, input checks

Co-Authored-By: EdoardoBotta <botta.edoardo@gmail.com>

* update

Co-Authored-By: EdoardoBotta <botta.edoardo@gmail.com>

* add example

* update community README

* Update examples/community/README.md

---------

Co-authored-by: EdoardoBotta <botta.edoardo@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2023-12-06 21:01:41 -10:00
Younes Belkada c2717317f0 [PEFT] Adapt example scripts to use PEFT (#5388) 
* adapt example scripts to use PEFT

* Update examples/text_to_image/train_text_to_image_lora.py

* fix

* add for SDXL

* oops

* make sure to install peft

* fix

* fix

* fix dreambooth and lora

* more fixes

* add peft to requirements.txt

* fix

* final fix

* add peft version in requirements

* remove comment

* change variable names

* add few lines in readme

* add to reqs

* style

* fix issues

* fix lora dreambooth xl tests

* init_lora_weights to gaussian and add out proj where missing

* ammend requirements.

* ammend requirements.txt

* add correct peft versions

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2023-12-07 09:39:29 +05:30
Lucain 75ada25048 Harmonize HF environment variables + deprecate use_auth_token (#6066) 
* Harmonize HF environment variables + deprecate use_auth_token

* fix import

* fix
 2023-12-06 22:22:31 +01:00