Update README.md

README.md

@@ -2,32 +2,53 @@
 license: openrail++
 language:
 - en
+- ja
+- es
 tags:
 - stable-diffusion
 - sygil-diffusion
 - text-to-image
 - sygil-devs
 - finetune
+- stable-diffusion-1.5
 inference: false
-pipeline_tag: image-to-image
+pipeline_tag: text-to-image
 ---
 
 # About the model
 -----------------
-
-**The file with the highest number is the newest version**\
-\
 This model is a Stable Diffusion v1.5 fine-tune trained on the [Imaginary Network Expanded Dataset](https://github.com/Sygil-Dev/INE-dataset). 
-It is an advanced version of Stable Diffusion and can generate nearly all kinds of images, no matter humans, reflections, cities, architecture, fantasy, digital arts, landscapes, or nature views.\
-**Note that the prompt engineering techniques is a bit different from other models and Stable Diffusion. [More about it here](promptingGuide.md)** \
+It is an advanced version of Stable Diffusion and can generate nearly all kinds of images like humans, reflections, cities, architecture, fantasy, concepts arts, anime, manga, digital arts, landscapes, or nature views.
+This model allows the user to have total control of the generation as they can use multiple tags and namespaces to control almost everything on the final result including image composition.
+
+**Note that the prompt engineering techniques is a bit different from other models and Stable Diffusion,
+while you can still use normal prompts like in other Stable Diffusion modelsin order to get the best out of this model you will need to make use of tags and namespaces.
+[More about it here](promptingGuide.md)** \
 \
-**If you enjoy our work, please consider supporting us**
-[![Become A Patreon](https://badgen.net/badge/become/a%20patron/F96854)](promptingGuide.md)
+**If you find our work useful, please consider supporting us using one of the options below:**
+- [OpenCollective](https://opencollective.com/sygil_dev)
+- [![Become a Patreon](https://badgen.net/badge/become/a%20patron/F96854)](promptingGuide.md)
+- 
 **Join our Discord Server for supports and announcements**
 [![Join the Discord Server](https://badgen.net/discord/members/fTtcufxyHQ?icon=discord)](https://discord.gg/fTtcufxyHQ)
 
 # Showcase
 ![Showcase image](pictures/showcase-6.jpg)
 
+## Training
+
+**Training Data**
+The model was trained on the following dataset:
+- [Imaginary Network Expanded Dataset](https://github.com/Sygil-Dev/INE-dataset) dataset.
+
+- **Hardware:** 1 x Nvidia RTX 3050 8GB GPU
+- **Optimizer:** AdamW
+- **Gradient Accumulations**: 1
+- **Batch:** 1
+- **Learning rate:** warmup to 1e-7 for 10,000 steps and then kept constant
+- **Total Training Steps:** 800,0000
+
+Developed by: [Sygil-Dev](https://github.com/Sygil-Dev/)
+
 # License
 This model is open access and available to all, with a CreativeML Open RAIL++-M License further specifying rights and usage. [Please read the full license here](https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/LICENSE-MODEL)