Update 0.16.1 #7
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* fix: norm group test for UNet3D. * chore: speed up the panorama tests (fast). * set default value of _test_inference_batch_single_identical. * fix: batch_sizes default value.
* WIP controlnet training - bugfix --streaming - bugfix running report_to!='wandb' - adds memory profile before validation * Adds final logging statement. * Sets train epochs to 11. Looking at a longer ~16ep run, we see only good validation images after ~11ep: https://wandb.ai/andsteing/controlnet_fill50k/runs/3j2hx6n8 * Removes --logging_dir (it's not used). * Adds --profile flags. * Updates --output_dir=runs/fill-circle-{timestamp}. * Compute mean of `train_metrics`. Previously `train_metrics[-1]` was logged, resulting in very bumpy train metrics. * Improves logging a bit. - adds l2_grads gradient norm logging - adds steps_per_sec - sets walltime as x coordinate of train/step - logs controlnet_params config * Adds --ccache (doesn't really help though). * minor fix in controlnet flax example (huggingface#2986) * fix the error when push_to_hub but not log validation * contronet_from_pt & controlnet_revision * add intermediate checkpointing to the guide * Bugfix --profile_steps * Sets `RACKER_PROJECT_NAME='controlnet_fill50k'`. * Logs fractional epoch. * Adds relative `walltime` metric. * Adds `StepTraceAnnotation` and uses `global_step` insetad of `step`. * Applied `black`. * Streamlines commands in README a bit. * Removes `--ccache`. This makes only a very small difference (~1 min) with this model size, so removing the option introduced in cdb3cc. * Re-ran `black`. * Update examples/controlnet/README.md Co-authored-by: Sayak Paul <[email protected]> * Converts spaces to tab. * Removes repeated args. * Skips first step (compilation) in profiling * Updates README with profiling instructions. * Unifies tabs/spaces in README. * Re-ran style & quality. --------- Co-authored-by: Sayak Paul <[email protected]>
* [Tests] parallelize * finish folder structuring * Parallelize tests more * Correct saving of pipelines * make sure logging level is correct * try again * Apply suggestions from code review Co-authored-by: Pedro Cuenca <[email protected]> --------- Co-authored-by: Pedro Cuenca <[email protected]>
Throw deprecation warning
…es (huggingface#2835) Allow stable diffusion attend and excite pipeline to work with any size output image. Re: huggingface#2476, huggingface#2603
* update community pipeline docs * fix formatting * explain sharing workflows
…gingface#2998) * add guess mode (WIP) * fix uncond/cond order * support guidance_scale=1.0 and batch != 1 * remove magic coeff * add docstring * add intergration test * add document to controlnet.mdx * made the comments a bit more explanatory * fix table
remvoe one line
add custom timesteps test add custom timesteps descending order check docs timesteps -> custom_timesteps can only pass one of num_inference_steps and timesteps
…gingface#3118) fix breaking change
Fix img2img processor with safety checker
…face#3128) Make sure correct timesteps are chosen for img2img
* Better deprecation message * Better deprecation message * Better doc string * Fixes * fix more * fix more * Improve __getattr__ * correct more * fix more * fix * Improve more * more improvements * fix more * Apply suggestions from code review Co-authored-by: Pedro Cuenca <[email protected]> * make style * Fix all rest & add tests & remove old deprecation fns --------- Co-authored-by: Pedro Cuenca <[email protected]>
…ace#3126) * feat: verfication of multi-gpu support for select examples. * add: multi-gpu training sections to the relvant doc pages.
extract pipeline from log_validation
* Update README.md * Apply suggestions from code review
Adding act fn config to the unet timestep class embedding and conv activation. The custom activation defaults to silu which is the default activation function for both the conv act and the timestep class embeddings so default behavior is not changed. The only unet which use the custom activation is the stable diffusion latent upscaler https://huggingface.co/stabilityai/sd-x2-latent-upscaler/blob/main/unet/config.json (I ran a script against the hub to confirm). The latent upscaler does not use the conv activation nor the timestep class embeddings so we don't change its behavior.
…loading a ckpt model (huggingface#2705) * [ckpt loader] Allow loading the Inpaint and Img2Img pipelines, while loading a ckpt model * Address review comment from PR * PyLint formatting * Some more pylint fixes, unrelated to our change * Another pylint fix * Styling fix
* add mixin class for pipeline from original sd ckpt * Improve * make style * merge main into * Improve more * fix more * up * Apply suggestions from code review * finish docs * rename * make style --------- Co-authored-by: Patrick von Platen <[email protected]>
…nsorRT utils (huggingface#2974) * Add SD/txt2img Community Pipeline to diffusers along with TensorRT utils Signed-off-by: Asfiya Baig <[email protected]> * update installation command Signed-off-by: Asfiya Baig <[email protected]> * update tensorrt installation Signed-off-by: Asfiya Baig <[email protected]> * changes 1. Update setting of cache directory 2. Address comments: merge utils and pipeline code. 3. Address comments: Add section in README Signed-off-by: Asfiya Baig <[email protected]> * apply make style Signed-off-by: Asfiya Baig <[email protected]> --------- Signed-off-by: Asfiya Baig <[email protected]> Co-authored-by: Patrick von Platen <[email protected]>
⚙️chore(transformer_2d) update function signature for encoder_hidden_states
* Add karras pattern to discrete heun scheduler * Add integration test * Fix failing CI on pytorch test on M1 (mps) --------- Co-authored-by: Patrick von Platen <[email protected]>
* Update train_dreambooth_lora.py fix bug * Update train_dreambooth_lora.py
…ce#3197) * Update lpw_stable_diffusion.py * fix cpu offload
* Make sure attention works with Torch 2_0 * make style * Fix more
…uggingface#3201) Revert "[Community Pipelines] Update lpw_stable_diffusion pipeline (huggingface#3197)" This reverts commit 9965cb5.
…gface#3138) cast to weight dtype
…e#3225) adding enable_vae_tiling and disable_val_tiling functions
Add v1.1 docs
When the token used for textual inversion does not have any special symbols (e.g. it is not surrounded by <>), the tokenizer does not properly split the replacement tokens. Adding a space for the padding tokens fixes this.
sync cache version check from transformers
* Fix docs text inversion * Apply suggestions from code review
* add * clean * up * clean up more * fix more tests * Improve docs further * improve * more fixes docs * Improve docs more * Update src/diffusers/models/unet_2d_condition.py * fix * up * update doc links * make fix-copies * add safety checker and watermarker to stage 3 doc page code snippets * speed optimizations docs * memory optimization docs * make style * add watermarking snippets to doc string examples * make style * use pt_to_pil helper functions in doc strings * skip mps tests * Improve safety * make style * new logic * fix * fix bad onnx design * make new stable diffusion upscale pipeline model arguments optional * define has_nsfw_concept when non-pil output type * lowercase linked to notebook name --------- Co-authored-by: William Berman <[email protected]>
* Add all files * update
* Add all files * update * Make sure vae is memory efficient for PT 1 * make style
* add document on token merging. * fix headline. * fix: headline. * add some samples for comparison.
* [AudioLDM] Update docs to use updated ckpt * make style
* Allow disabling torch 2_0 attention * make style * Update src/diffusers/models/attention.py
…HEAD Adds tag v0.16.1 for pypi
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approved these changes
Jun 5, 2023
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