Sdxl ckpt. It is a distilled consistency adapter for stable-diffusion-xl-base-1. 9. sd-v1-4. Upload 4 files. LCM SDXL is supported in 🤗 Hugging Face Diffusers library from version v0. pickle. Start by loading up your Stable Diffusion interface (for AUTOMATIC1111, this is “user-web-ui. You can try setting the height and width parameters to 768x768 or 1024x1024, but you should expect quality degradations when doing so. 2. For inpainting, the UNet has 5 additional input channels (4 for the encoded masked-image and 1 Use in Diffusers. 98 billion for the v1. bat and ComfyUI will automatically open in your web browser. License: CreativeML Open RAIL-M Addendum. pth (for SDXL) models and place them in the models/vae_approx folder. camenduru. If you don’t see it, make sure the model file (. . f8821ec 6 months ago. 2 contributors. Introducing Recommended SDXL 1. It is a plug-and-play module turning most community models into animation generators, without the need of additional training. Joined Feb 28, 2023. 5 and the forgotten v2 models. CKPT · 49M+ creations · 21 If AI arts need more realistic, SDXL 1. ckpt” models. 0 models into one, forming a comprehensive giant blend capable of effortlessly generating images in various styles. 2. ckpt. I could switch to a different SDXL checkpoint (Dynavision XL) and generate a bunch of images. ckpt / lcm-sdxl. As for SDXL, it becomes even more complex. ckpt to mm_sdxl_v10_beta. AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning. from diffusers import StableDiffusionPipeline. ckpt」などの拡張子を持つモデルの安全性をどのように確認するのかについて詳しく説明します。. AnimateLCM-SVD: 1-4 steps should work. yml and put both files in the model folder for Stable Diffusion Web UI. Jul 13, 2023 · SDXL (Stable Diffusion XL) is a latent diffusion model (. Space (main sponsor). All models, including Realistic Vision (VAE / noVAE) are guoyww. e2be9b9 8 months ago. Feb 11, 2024 · 「ComfyUI」で「AnimateDiff Evolved」を試したので、まとめました。 1. All we know is it is a larger model with more parameters and some undisclosed improvements. 82 GB. fe4fcf0 verified about 1 month ago. So far, I have not been able to run SDXL locally on my Mac without issues, especially since I only have 8GB main. Text-to-Image • Updated Nov 9, 2023 • 195 • 1 ckpt/zero123plus-v1. Installing SDXL. It seems that the REFINER does NOT like the Offset Lora. Installing the AnimateDiff extension Generating a video with AnimateDiff wangfuyun. Applying the generated image as input and reusing the same prompt for image animation. safetensors or . New stable diffusion finetune ( Stable unCLIP 2. 0 weights. py", line 149, in optimize_sdxl_from_ckpt optimize Jul 26, 2023 · SDXL 1. 5 Model. 0 / sai_xl_canny_256lora. check_pt (filename) SD. Image-to-Image • Updated Oct 26, 2023 • 4 • 1 ckpt/bk-sdm-tiny-2m Replacement of SDXL base 1. Realistic Vision V6. 「Model Scanner」がどのように動作 controlnet-sdxl-1. Option 1. History: 5 commits. AnimateLCM for Fast Video Generation in 4 steps. This subreddit is a place to talk about everything uTest. ckpt in LoRA loader on Dec 31, 2023. 0_0. thanks to lllyasviel . This repository is the official implementation of AnimateDiff [ICLR2024 Spotlight]. It is not a finished model yet. bat”). You signed out in another tab or window. pth (for SD1. 0 / sai_xl_depth_128lora. 8): Switch to CLIP-ViT-H: we trained the new IP-Adapter with OpenCLIP-ViT-H-14 instead of OpenCLIP-ViT-bigG Dec 31, 2023 · ValueError: 'v3_sd15_adapter. 0 merged Jul 14, 2023 · The Stable Diffusion XL (SDXL) model is the official upgrade to the v1. fdfe36a 5 months ago. You can even further apply AnimateLCM-T2V to refine the final motion quality. In the second step, we use a specialized high-resolution model and apply a technique called conda create -n p311-sdxl-ckpt python=3. b78bbce verified 3 months ago. Edit model card. 0 = 1 step in our example below. 0. Language(s): English Dec 20, 2023 · If a fine-tuned SDXL checkpoint is loaded when webui is launched, it will produce garbage output unless the 'official' SDXL base checkpoint is loaded first. use a motion model designed for SDXL (mentioned in the README) use the beta_schedule appropriate for that motion model; use SDXL as your SD checkpoint; Closing the issue for now, but if you still have a problem, feel free to reopen. 0 that allows to reduce the number of inference steps to only between 2 - 8 steps. A note about motion LoRA “v2_lora_*. KSampler. 1 768 checkpoint at 896x896, the image is losing coherency but it's not like above. 0 there! Love it! 6 months Reply. 5sec/it (much slower than others are reporting) Anything above that produces garbage: When I use the SAI 2. Model card Files Files and versions Community Train Deploy Use in Diffusers Dec 13, 2023 · In this video, we will be conducting thorough examinations of the Realism Engine SDXL checkpoint models, evaluating their performance on both photos and anim Nov 3, 2023 · mm_sd_v14. 0 (B2 - Full Re-train) Status (Updated: Apr. Custom Models: Use your own . Thank you for the answer So how can i use SDXL models with AD? 卷疯了!12分钟学会AI动画!AnimateDiff的的系统教学和6种进阶贴士! The Stable-Diffusion-v1-5 checkpoint was initialized with the weights of the Stable-Diffusion-v1-2 checkpoint and subsequently fine-tuned on 595k steps at resolution 512x512 on "laion-aesthetics v2 5+" and 10% dropping of the text-conditioning to improve classifier-free guidance sampling. 5 models with it, make sure that the noise option you selected is the sqrt_linear for AD and not the one for HotShotXL. 1 model, select v2-1_768-ema-pruned. ckpt into the load/zero123/ directory. now you can convert safetensors to ckpt and vice versa. 5; Higher image quality (compared to the v1. post1; downgrading to torch 2. Originally Posted to Hugging Face and shared here with permission from Stability AI. Model Description. Some of the most exciting features of SDXL include: 📷 The highest quality text to image model: SDXL generates images considered to be best in overall quality and aesthetics across a variety of styles, concepts, and categories by blind testers. Rename mm_sdxl_v10_nightly. Feb 17, 2024 · Thats all what you need. Just like its predecessors, SDXL has the ability to generate image variations using image-to-image prompting, inpainting (reimagining The typical workflow can be: Using your personalized image models to generate an image with good quality. In the AI world, we can expect it to be better. We also support fast image-to-video generation, please see AnimateLCM-SVD-xt and AnimateLCM-I2V . SDXL produces errors without useful results. By default, SDXL Turbo generates a 512x512 image, and that resolution gives the best results. ckpt as LoRA loader v3_sd15_adapter. 2、fix full body!. 396 MB. Feb 10, 2024 · SDXLについてはFooocusも高速化されていたのですが、SDXL専用のため、SD1. Any how, I tought I would open an issue to discuss SDXL training and GUI issues that might be related. ckpt and the diffusers format. realisticVisionV60B1_v51VAE Upload 2 files about 1 month ago. 🧨 Diffusers Under the hood SUPIR is SDXL img2img pipeline, the biggest custom part being their ControlNet. safetensors. 21 works as expected. 1 was initialized with the stable-diffusion-xl-base-1. So for model file v2-1_768-ema-pruned. 5 model. Upload 2 files. 5 version. ckpt in the Stable Diffusion checkpoint dropdown menu on the top left. June 22, 2023. How to use SDXL model You want the file "v1-5-pruned. So, set the image width and/or height to 768 for the best result. The architecture is. They works only with SD1. You can integrate this fine-tuned VAE decoder to your existing diffusers workflows, by including a vae argument to the StableDiffusionPipeline. segmentation_mask_brushnet_ckpt Add ckpt about 2 months ago. It’s worth mentioning that previous Nov 14, 2023 · same with you, and may be the ckpt problem. I have created my own sdxl branch and Sep 15, 2023 · SDXL 0. We are working on having better support for interoperability between the formats, but the recommended approach is always to just upload checkpoints in both formats. 25. Note that all weights inside the ControlNet are also copied from SD so that no layer is trained from scratch, and you are still finetuning the entire model. ckpt to AnimateLCM_sd15_t2v. Since the release of SDXL 1. Welcome to uTest! uTest is a freelancing platform where users can test software, learn skills, and get paid for their work. Model. BrushNet / data / ckpt. Exception: bad file inside D:\SD\sd-webui\extensions\sd-webui-animatediff\model\mm_sdxl_v10_beta. ckpt) is located in ComfyUI’s models folder. It has been trained on diverse datasets, including Grit and Midjourney scrape data, to enhance its ability to create a Sep 12, 2023 · Basic Getting Started Tutorial available at the Civitai Education Hub! TemporalDiff is a finetune of the original AnimateDiff weights on a higher resolution dataset ( 512x512 ). Make sure the formatting is exactly how it is in the prompt travel example - the quotes and commas are very important, and the last prompt should NOT have a comma after it. Rename sd15_t2v_beta. To use the base model, select v2-1_512-ema-pruned. Oct 25, 2023 · both mm_sd_v14. Figure out anything with this yet? Just tried it again on A1111 with a beefy 48GB VRAM Runpod and had the same result. Sep 5, 2023 · Stable Diffusionのモデル拡張子には『safetensors』が推奨されています。しかし、『safetensors』とは?「ckpt」との違いは何?と思う方も多いですよね。そんな方のために、『safetensors』が推奨される理由や開き方、「ckpt」からの変換方法などを解説します! Nov 10, 2023 · guoyww. Compared to other leading models, SDXL shows a notable bump up in quality overall. Whats new? 1、Little effect on other part and just work on hands. Definitely best model. guoyww. If you're into high-res videos, AnimateDiff SDXL might be a choice. SDXL consists of a two-step pipeline for latent diffusion: First, we use a base model to generate latents of the desired output size. Aug 19, 2023 · Version 4 is for SDXL, for SD 1. BadZipFile: File is not a zip file. It is too big to display, but you can still download it. Our training logs are available on Weights and Biases here. ip_adapter_sdxl_controlnet_demo: structural generation with image prompt. (Or "v2-1_512-ema-pruned. Right click and Navigate to: Add Node > sampling > KSampler Oct 14, 2023 · 【2023/11/10追記】AnimateDiff公式がSDXLに対応しました(ベータ版)。 ただし現時点ではHotshot-XLを利用したほうが動画の質が良いようです。 「Hotshot-XL」は、Stable Diffusion XL(SDXL)モデルを使ってGIF動画を生成するためのツールです。 5 days ago · This model is available on Mage. AnimateLCM: Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning by Fu-Yun Wang et al. from diffusers. Aug 11, 2023 · 1. SDXL is a latent diffusion model, where the diffusion operates in a pretrained, learned (and fixed) latent space of an autoencoder. To convert sdxl checkpoint to diffusers, need kohya-ss/sd-scripts as a core to make it work. But if I switch back to SDXL 1. We are releasing two new diffusion models for research purposes: SDXL-base-0. AnimateDiff SDXL. The SD-XL Inpainting 0. Steps to reproduce the problem Sep 22, 2023 · What is SDXL model. The comparison of IP-Adapter_XL with Reimagine XL is shown as follows: Improvements in new version (2023. Jun 30, 2023 · Kohya_ss has started to integrate code for SDXL training support in his sdxl branch. Mar 19, 2024 · SDXL model is an upgrade to the celebrated v1. ) The easiest and most convenient approach is to just use a space to Mar 1, 2024 · 3. ckpt are meant solely for use with SD1. Not quite sure what I’m missing. dump function to serialize model to Safetensors file: import safetensors Oct 10, 2022 · raise BadZipFile ("File is not a zip file") zipfile. The image-to-image pipeline will run for int(num_inference_steps * strength) steps, e. safetensors files to your models/inpaint folder. Raw pointer file. Dec 15, 2023 · SparseCtrl is now available through ComfyUI-Advanced-ControlNet. The model is trained for 40k steps at resolution 1024x1024 and 5% dropping of the text-conditioning to improve classifier-free classifier-free guidance sampling. 249. 1. Just perfect Mar 30, 2024 · Stable Diffusion XL has 6. Stable Diffusion XL (SDXL) is a powerful text-to-image generation model that iterates on the previous Stable Diffusion models in three key ways: the UNet is 3x larger and SDXL combines a second text encoder (OpenCLIP ViT-bigG/14) with the original text encoder to significantly increase the number of parameters. But cant figure out what I’m missing The default installation includes a fast latent preview method that's low-resolution. Upload mm_sd_v15_v2. ckpt". We’re on a journey to advance and democratize artificial intelligence through open source and open science. This only occurs with torch 2. Once they're installed, restart ComfyUI to enable high-quality previews. A file explorer to make it easier to convert files. Take an image of your choice, or generate it from text using your favourite AI image generator such as SDXL In order to answer the question, you have to tell us what kind of images you are trying to generate. 9: The base model was trained on a variety of sdxl-vae. Model type: Diffusion-based text-to-image generation model. Spent the whole week working on it. 9 and Stable Diffusion 1. json workflow file you downloaded in the previous step. The Segmind Stable Diffusion Model (SSD-1B) is a distilled 50% smaller version of the Stable Diffusion XL (SDXL), offering a 60% speedup while maintaining high-quality text-to-image generation capabilities. 23. 0, many Model Trainers have been diligently refining Checkpoint and LoRA Models with SDXL fine-tuning. yaml Stable Diffusion XL ( SDXL), is the latest AI image generation model that can generate realistic faces, legible text within the images, and better image composition, all while using shorter and simpler prompts. During handling of the above exception, another exception occurred: Traceback (most recent call last): File "C:\Users\Michael\source\repos\stable-diffusion-webui\modules\safe. g. 81 GB. To enable higher-quality previews with TAESD, download the taesd_decoder. This file is stored with Git LFS . Apr 7, 2023 · This will load your model architecture and the weights from the saved checkpoint file. ckpt or . 6 times more than the SD v1. To run the model, first install the latest version of the Diffusers library as well as peft Stable Diffusion XL (SDXL) was proposed in SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis by Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, and Robin Rombach. 67 GB. 774 MB. No virus. 6 billion, compared with 0. The SDXL base model performs significantly better than the previous variants, and the model combined with the refinement module achieves the best overall performance. from diffusers import AutoPipelineForImage2Image. from_single_file() to do the same. The model is capable of generating images with complex concepts in various art styles, including photorealism, at quality levels that exceed the best image models available today. Feb 17, 2024 · The primary objective of this model is to amalgamate all my preferred SDXL 1. Install dependencies: pip install -r requirements. 5 and SDXL) the speed is really faster, but the result can be different as without it. ckpt └── StableDiffusion └── stable-diffusion-xl-base-1. like 0. ) Then you need to attach a control net to the SD model. 1 support Merge Models . py, the training script expects the diffusers folder format to accelerate text encoder, unet etc. Aug 9, 2023 · You signed in with another tab or window. download history blame contribute delete. The SDXL model is a new model currently in training. py", line 80, in load. The first node you’ll need is the KSampler. It might take a few minutes to load the model fully. Diffusers StableDiffusionXLPipeline Inference Endpoints. To use Stable Zero123 for object 3D mesh generation in threestudio, you can follow these steps: Install threestudio using their instructions. 5 models. A hash check for files, displaying the first 8 characters of the hash. ckpt into diffusers format. 11 conda activate p311-sdxl-ckpt. utils import load_image. 0 is the evolution of Stable Diffusion and the next frontier for generative AI for images. nyukers closed this as completed on Dec 31, 2023. This is not to be confused with the Gradio demo's "first stage" that's labeled as such for the Llava preprocessing, the Gradio "Stage2" still runs the Sep 5, 2023 · When running train_dreambooth_lora_sdxl. It's an important LORA that has to work to get the best results with SDXL 1. ckpt motion module files in the following directory: stable-diffusion-webui > extensions > sd-webui-animatediff > model. 9vae for Photo Realistic (optional) Juggernaut_RunDiffusionPhoto2_Lightning_4Steps Distilling model used in SUPIR_v0_Juggernautv9_lightning. Git Large File Storage (LFS) replaces large files with text pointers inside Git, while storing the file contents on a remote server. You can also support me directly on Boosty. animatediff / v3_sd15_mm. safetensors file, by placing it inside the models/stable-diffusion folder! Stable Diffusion XL and 2. x-cu118 and xformers 0. 1, Hugging Face) at 768x768 resolution, based on SD2. AnimateDiffのワークフロー 「AnimateDiff」のワークフローでは Nov 16, 2023 · models ├── DreamBooth_LoRA │ └── (No Files) ├── Motion_Module │ └── mm_sdxl_v10_beta. Click run_nvidia_gpu. The model is designed to generate 768×768 images. safetensors file to the diffusers folder format? Dec 9, 2022 · To use the 768 version of the Stable Diffusion 2. Pointer size: 134 Bytes. ckpt so I know its working. Similarly, with Invoke AI, you just select the new sdxl model. The total number of parameters of the SDXL model is 6. RGB and scribble are both supported, and RGB can also be used for reference purposes for normal non-AD workflows if use_motion is set to False on the Load SparseCtrl Model node. I hope this motion LoRA come for SDXL too. 0 onwards. For text-to-image, pass a text prompt. x) and taesdxl_decoder. 9 research license. Usage. Let’s dive a bit into the best approach to convert . Oct 22, 2023 · Sweet, AD models are loading fine now, something is wrong with your formatting in the BatchedPromptSchedule node. The option to add a suffix to the output file, so you can keep the original file. I believe that this is not just a number, but a number that can lead to a significant improvement in performance. 6 billion parameters, which is about 6. ckpt, you must rename the configuration file to v2-1_768-ema-pruned. Dec 16, 2023 · The images produced by the ARC770 at 832x832 using SAI's Base 1. The benefits of using the SDXL model are. SDXL demonstrates significantly improved performance and competitive results compared to other image generators. Make sure to set guidance_scale to 0. Sytan's SDXL Workflow will load: Apr 11, 2024 · segmentation_mask_brushnet_ckpt and random_mask_brushnet_ckpt contains BrushNet for SD 1. It is a v2, not a v3 model (whatever that means). juxuan27. txt. Sep 15, 2023 · License: SDXL 0. Apr 5, 2023 · The community is heavily using both the . Celebrating being out of the hospital, so today's release fix hands lora for SDXL Anime checkpoint. ckpt' contains no temporal keys; it is not a valid motion LoRA! What am I doing wrong? nyukers changed the title v3_sd15_adapter. ckpt; These weights are intended to be used with the original CompVis Stable Diffusion codebase. I made the decision to combine models that, in my view, offer the optimal output quality and style diversity, resulting in the ultimate SDXL 1. 0 model file that you downloaded. Sep 13, 2023 · return optimize_sdxl_from_ckpt(File "C:\stable-diffusion-webui-directml\modules\sd_olive_ui. The point of fine-tuned models is that they serve different purposes, one is better at doing certain tasks than others. Download the Stable Zero123 checkpoint stable_zero123. It has been a while since we realized that the overall performance of SD v1. I have it set to diffusers instead of original, but I cant load the refiner in the drop down in settings for SD Refiners either, but I can still generate txt2img with the SD default 1. If you are looking for the model to use with the D🧨iffusers library, come here. This model allows for image variations and mixing operations as described in Hierarchical Text-Conditional Image Generation with CLIP Latents, and, thanks to its modularity, can be combined with other models such as KARLO. 0 SDXL model are "okay" although generating speed is 2. It is a much larger model. Jun 22, 2023 · SDXL-refiner-1. Use Safetensors’ safetensors. ckpt motion module, it's designed for crafting 1024x1024 resolution animations with 16 frames. Xavier @Thankyousomuch. Apr 30, 2024 · About this version. 5 has improved beyond imagination thanks to the Oct 25, 2023 · この記事では、Stable Diffusionの拡張機能「Model Scanner」について詳しく解説します。. Running on the mm_sdxl_v10_beta. 5 and 2. ckpt Once downloaded, place the . Is there a way to convert a SDXL 1. Just a heads-up though, it's still in Beta, so it might be wise to wait a bit before diving in. 0. Reload to refresh your session. You should place diffusion_pytorch_model. - Linaqruf/sdxl-model-converter Support for converting between ckpt and safetensors files. 0, it crashes the whole A1111 interface when the model is loading. If you want to use the HotShotXL you can. Click the Load button and select the . Model Details Developed by: Robin Rombach, Patrick Esser. The model is released as open-source software. x+cu121 and xformers 0. On the checkpoint tab in the top-left, select the new “sd_xl_base” checkpoint/model. 5 models while segmentation_mask_brushnet_ckpt_sdxl_v0 and random_mask_brushnet_ckpt_sdxl_v0 for SDXL. ckpt/lcm-sdxl-unet. 1」を使用したためそのまま実行するとエラーが出ました。 Latent Consistency Model (LCM) LoRA was proposed in LCM-LoRA: A universal Stable-Diffusion Acceleration Module by Simian Luo, Yiqin Tan, Suraj Patil, Daniel Gu et al. ckpt: mm_sdxl_nightly,ckpt/byteorder AttributeError: 'NoneType' object has no attribute 'pop' When using SDXL-Turbo for image-to-image generation, make sure that num_inference_steps * strength is larger or equal to 1. 7143bdd 8 months ago. Stable UnCLIP 2. 具体的には、その機能や特徴、そして「. x and SD2. In the second step, we use a specialized high-resolution model and apply a technique called SDEdit This checkpoint is a LCM distilled version of stable-diffusion-xl-base-1. A technical report on SDXL is now available here. A note about calculating speed. Also just watching a video about using SDXL 1. Size of remote file: 102 MB. Our training scripts and other utilities can be found here and they were built on top of our official training script. 1. Higher native resolution – 1024 px compared to 512 px for v1. This model is a merge of AnythingV3, AnythingV3 pruned, and another one I honestly forgot which as I made this ckpt months ago and wanted to post here for easier ways to send to friends. ckpt; sd-v1-4-full-ema. If you want to use the SD1. 5 base model) Capable of generating legible text; It is easy to generate darker images AnimateDiff. In fact, it may not even be called the SDXL model when it is released. LoRAは今回使用しませんでした。 エラー内容 「diffusers==0. He must apparently already have access to the model cause some of the code and README details make it sound like that. ckpt instead. As far as I know, there is no possible way to use StableDiffusionXLPipeline. AnimateDiff Evolved 「AnimateDiff Evolved」は、「AnimateDiff」の外部でも使用できる「Evolved Sampling」と呼ばれる高度なサンプリングオプションが追加されtたバージョンです。 2. 5 * 2. Next SDXL models not loading but showing in UI. Jan 15, 2024 · Click that text at the bottom and select the SDXL 1. 950 MB. Converting checkpoints. 0 fine-tuned . v1 has a built in VAE: klf8-v2. 5 version please pick version 1,2,3 I don't know a good prompt for this model, feel free to experiment i also have The chart above evaluates user preference for SDXL (with and without refinement) over SDXL 0. Jul 27, 2023 · This Offset Lora contains stuff they removed from the model itself to allow people to better fiddle with the model. 0 Checkpoint Models. 0 to disable, as the model was trained Dec 19, 2023 · Step 4: Start ComfyUI. ckpt file) for text-to-image synthesis and is the latest generative model developed by Stability AI (the world’s leading open-source artificial intelligence company). 0: An improved version over SDXL-refiner-0. Testing so far indicates a higher level of video coherency than the original weights, i also adjusted the stride from 4 to 2 frames to improve how smooth the motion was. ckpt and mm_sd_v15_v2. What they call "first stage" is a denoising process using their special "denoise encoder" VAE. 1-768. 5の画像生成はできませんでした。 それを考えるとforgeはどちらも生成できるので、利便性は高いかもしれません。 controlnet-sdxl-1. With LoRA LCM Model (SD1. The abstract from the paper is: We present SDXL, a latent diffusion model for text-to-image synthesis. Steps to reproduce the problem Failed Attempt Dec 20, 2023 · ip_adapter_sdxl_demo: image variations with image prompt. July 4, 2023. ckpt" if you are using SD2. deltanz92. You switched accounts on another tab or window. We fine-tuned SDXL using the InstructPix2Pix training methodology for 15000 steps using a fixed learning rate of 5e-6 on an image resolution of 768x768. #ai #stablediffusion #aitutorial #sdxl #sdxlturboThis video shows three different methods of running SDXL Turbo locally on your machine including the install Stable Diffusion XL. 4, 2024): - Training Images: +3400 (B1: 3000) - Training Steps: +724k (B1: 664k) - Approximate percentage of completion: ~30%. ey th lz rq jn kp hc fm vg ag