Update README.md

README.md

@@ -1,3 +1,155 @@
----
-license: apache-2.0
----
+---
+pipeline_tag: text-to-image
+widget:
+- text: >-
+    black fluffy gorgeous dangerous cat animal creature, large orange eyes, big
+    fluffy ears, piercing gaze, full moon, dark ambiance, best quality,
+    extremely detailed
+  output:
+    url: assets/final_output_00875_.png
+- text: >-
+    (impressionistic realism by csybgh), a 50 something male, working in
+    banking, very short dyed dark curly balding hair, Afro-Asiatic ancestry,
+    talks a lot but listens poorly, stuck in the past, wearing a suit, he has a
+    certain charm, bronze skintone, sitting in a bar at night, he is smoking and
+    feeling cool, drunk on plum wine, masterpiece, 8k, hyper detailed, smokey
+    ambiance, perfect hands AND fingers
+  output:
+    url: assets/final_output_00886_.png
+- text: >-
+    high quality pixel art, a pixel art silhouette of an anime space-themed girl
+    in a space-punk steampunk style, lying in her bed by the window of a
+    spaceship, smoking, with a rustic feel. The image should embody epic
+    portraiture and double exposure, featuring an isolated landscape visible
+    through the window. The colors should primarily be dynamic and
+    action-packed, with a strong use of negative space. The entire artwork
+    should be in pixel art style, emphasizing the characters shape and set
+    against a white background. Silhouette
+  output:
+    url: assets/final_output_00871_.png
+- text: >-
+    The image features an older man, a long white beard and mustache,  He has a
+    stern expression, giving the impression of a wise and experienced
+    individual. The mans beard and mustache are prominent, adding to his
+    distinguished appearance. The close-up shot of the mans face emphasizes his
+    facial features and the intensity of his gaze.
+  output:
+    url: assets/final_output_00895_.png
+- text: >-
+    Super Closeup Portrait, action shot, Profoundly dark whitish meadow, glass
+    flowers, Stains, space grunge style, Jeanne d'Arc wearing White Olive green
+    used styled Cotton frock, Wielding thin silver sword, Sci-fi vibe, dirty,
+    noisy, Vintage monk style, very detailed, hd
+  output:
+    url: assets/final_output_00902_.png
+- text: >-
+    cinematic film still of Kodak Motion Picture Film: (Sharp Detailed Image) An
+    Oscar winning movie for Best Cinematography a woman in a kimono standing on
+    a subway train in Japan Kodak Motion Picture Film Style, shallow depth of
+    field, vignette, highly detailed, high budget, bokeh, cinemascope, moody,
+    epic, gorgeous, film grain, grainy
+  output:
+    url: assets/final_output_00906_.png
+- text: >-
+    1980s anime portrait of a character 
+  output:
+    url: assets/final_output_00916_.png
+- text: (("Proteus"):text_logo:1)
+  output:
+    url: assets/final_output_00923_.png
+license: apache-2.0
+---
+<Gallery />
+
+# Prometheus
+
+Prometheus is presumed to be the first full rank finetune of Playground v2.5, developed by the creator of the Proteus model. This text-to-image generation model has been specifically adapted to enhance accessibility for the open-source community.
+
+# Key Features and Considerations
+
+Presumed First Full Rank Finetune of Playground v2.5:
+
+Complete parameter update of Playground v2.5 architecture
+Unique approach to fine-tuning this particular base model
+
+
+# Enhanced Accessibility:
+
+Custom sampling methods have been removed through brute force techniques
+Designed to be more compatible with standard open-source tools and workflows
+
+
+# Output Characteristics:
+
+Aims to provide a balance between consistency and diversity in outputs
+May exhibit some stylistic tendencies inherited from the training process
+
+
+# Training Approach:
+
+Utilizes the extensive Proteus datasets
+Focused on maintaining model capabilities while increasing compatibility
+
+
+# Custom CLIP Integration:
+
+Incorporation of a specially trained CLIP model
+Requires a clip skip setting of 2 for optimal performance
+
+
+
+# About Prometheus
+
+Prometheus represents an effort to make advanced text-to-image generation more accessible to the open-source community. Built upon the Playground v2.5 architecture, it has undergone a full rank finetune using the Proteus datasets. A key aspect of its development was the removal of custom sampling methods through brute force techniques, allowing the model to work more seamlessly with standard open-source tools and pipelines.
+This approach aims to balance the model's performance capabilities with wider compatibility and ease of use. Users can expect outputs that reflect the model's training on Proteus datasets
+
+# Recommended Settings
+
+Clip Skip: 2
+CFG Scale: 7
+Steps: 25 - 50
+Sampler: DPM++ 2M SDE
+Scheduler: Karras
+Resolution: 1024x1024
+
+# Use it with 🧨 diffusers
+```python
+import torch
+from diffusers import (
+    StableDiffusionXLPipeline, 
+    KDPM2AncestralDiscreteScheduler,
+    AutoencoderKL
+)
+
+# Load VAE component
+vae = AutoencoderKL.from_pretrained(
+    "madebyollin/sdxl-vae-fp16-fix", 
+    torch_dtype=torch.float16
+)
+
+# Configure the pipeline
+pipe = StableDiffusionXLPipeline.from_pretrained(
+    "dataautogpt3/PrometheusV1", 
+    vae=vae,
+    torch_dtype=torch.float16
+)
+pipe.scheduler = KDPM2AncestralDiscreteScheduler.from_config(pipe.scheduler.config)
+pipe.to('cuda')
+
+# Define prompts and generate image
+prompt = "a cat wearing sunglasses on the beach"
+negative_prompt = ""
+
+image = pipe(
+    prompt, 
+    negative_prompt=negative_prompt, 
+    width=1024,
+    height=1024,
+    guidance_scale=7,
+    num_inference_steps=50,
+    clip_skip=2
+).images[0]
+
+
+image.save("generated_image.png")
+```