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Datasets:
AbstractPhil
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geolip-beatrix-anima-data

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anima
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training-data
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masterpiece, best quality, score_7, safe, an illustration of a city street with parked cars.
masterpiece, best quality, score_7, safe, an illustration of a city street with parked cars.
masterpiece, best quality, score_7, safe, an illustration of a city street with parked cars.
masterpiece, best quality, score_7, safe, an illustration of a city street with parked cars.
masterpiece, best quality, score_7, safe, an illustration of a city street with parked cars.
masterpiece, best quality, score_7, safe, an illustration of a city street with parked cars.
masterpiece, best quality, score_7, safe, an illustration of a city street with parked cars.
masterpiece, best quality, score_7, safe, an illustration of a city street with parked cars.
masterpiece, best quality, score_7, safe, an illustration of a kitchen with a wooden table.
masterpiece, best quality, score_7, safe, an illustration of a kitchen with a wooden table.
masterpiece, best quality, score_7, safe, an illustration of a kitchen with a wooden table.
masterpiece, best quality, score_7, safe, an illustration of a kitchen with a wooden table.
masterpiece, best quality, score_7, safe, an illustration of a kitchen with a wooden table.
masterpiece, best quality, score_7, safe, an illustration of a kitchen with a wooden table.
masterpiece, best quality, score_7, safe, an illustration of a kitchen with a wooden table.
masterpiece, best quality, score_7, safe, an illustration of a kitchen with a wooden table.
masterpiece, best quality, score_7, safe, an illustration of a dog sitting on a lawn.
masterpiece, best quality, score_7, safe, an illustration of a dog sitting on a lawn.
masterpiece, best quality, score_7, safe, an illustration of a dog sitting on a lawn.
masterpiece, best quality, score_7, safe, an illustration of a dog sitting on a lawn.
masterpiece, best quality, score_7, safe, an illustration of a dog sitting on a lawn.
masterpiece, best quality, score_7, safe, an illustration of a dog sitting on a lawn.
masterpiece, best quality, score_7, safe, an illustration of a dog sitting on a lawn.
masterpiece, best quality, score_7, safe, an illustration of a dog sitting on a lawn.
masterpiece, best quality, score_7, safe, an illustration of a train at a station platform.
masterpiece, best quality, score_7, safe, an illustration of a train at a station platform.
masterpiece, best quality, score_7, safe, an illustration of a train at a station platform.
masterpiece, best quality, score_7, safe, an illustration of a train at a station platform.
masterpiece, best quality, score_7, safe, an illustration of a train at a station platform.
masterpiece, best quality, score_7, safe, an illustration of a train at a station platform.
masterpiece, best quality, score_7, safe, an illustration of a train at a station platform.
masterpiece, best quality, score_7, safe, an illustration of a train at a station platform.
masterpiece, best quality, score_7, safe, an illustration of a woman reading a book on a bench.
masterpiece, best quality, score_7, safe, an illustration of a woman reading a book on a bench.
masterpiece, best quality, score_7, safe, an illustration of a woman reading a book on a bench.
masterpiece, best quality, score_7, safe, an illustration of a woman reading a book on a bench.
masterpiece, best quality, score_7, safe, an illustration of a woman reading a book on a bench.
masterpiece, best quality, score_7, safe, an illustration of a woman reading a book on a bench.
masterpiece, best quality, score_7, safe, an illustration of a woman reading a book on a bench.
masterpiece, best quality, score_7, safe, an illustration of a woman reading a book on a bench.
masterpiece, best quality, score_7, safe, an illustration of a living room with a sofa and a lamp.
masterpiece, best quality, score_7, safe, an illustration of a living room with a sofa and a lamp.
masterpiece, best quality, score_7, safe, an illustration of a living room with a sofa and a lamp.
masterpiece, best quality, score_7, safe, an illustration of a living room with a sofa and a lamp.
masterpiece, best quality, score_7, safe, an illustration of a living room with a sofa and a lamp.
masterpiece, best quality, score_7, safe, an illustration of a living room with a sofa and a lamp.
masterpiece, best quality, score_7, safe, an illustration of a living room with a sofa and a lamp.
masterpiece, best quality, score_7, safe, an illustration of a living room with a sofa and a lamp.
masterpiece, best quality, score_7, safe, an illustration of a man riding a bicycle on a road.
masterpiece, best quality, score_7, safe, an illustration of a man riding a bicycle on a road.
masterpiece, best quality, score_7, safe, an illustration of a man riding a bicycle on a road.
masterpiece, best quality, score_7, safe, an illustration of a man riding a bicycle on a road.
masterpiece, best quality, score_7, safe, an illustration of a man riding a bicycle on a road.
masterpiece, best quality, score_7, safe, an illustration of a man riding a bicycle on a road.
masterpiece, best quality, score_7, safe, an illustration of a man riding a bicycle on a road.
masterpiece, best quality, score_7, safe, an illustration of a man riding a bicycle on a road.
masterpiece, best quality, score_7, safe, an illustration of a cat on a windowsill.
masterpiece, best quality, score_7, safe, an illustration of a cat on a windowsill.
masterpiece, best quality, score_7, safe, an illustration of a cat on a windowsill.
masterpiece, best quality, score_7, safe, an illustration of a cat on a windowsill.
masterpiece, best quality, score_7, safe, an illustration of a cat on a windowsill.
masterpiece, best quality, score_7, safe, an illustration of a cat on a windowsill.
masterpiece, best quality, score_7, safe, an illustration of a cat on a windowsill.
masterpiece, best quality, score_7, safe, an illustration of a cat on a windowsill.
masterpiece, best quality, score_7, safe, an illustration of a market stall with vegetables.
masterpiece, best quality, score_7, safe, an illustration of a market stall with vegetables.
masterpiece, best quality, score_7, safe, an illustration of a market stall with vegetables.
masterpiece, best quality, score_7, safe, an illustration of a market stall with vegetables.
masterpiece, best quality, score_7, safe, an illustration of a market stall with vegetables.
masterpiece, best quality, score_7, safe, an illustration of a market stall with vegetables.
masterpiece, best quality, score_7, safe, an illustration of a market stall with vegetables.
masterpiece, best quality, score_7, safe, an illustration of a market stall with vegetables.
masterpiece, best quality, score_7, safe, an illustration of a bedroom with a window.
masterpiece, best quality, score_7, safe, an illustration of a bedroom with a window.
masterpiece, best quality, score_7, safe, an illustration of a bedroom with a window.
masterpiece, best quality, score_7, safe, an illustration of a bedroom with a window.
masterpiece, best quality, score_7, safe, an illustration of a bedroom with a window.
masterpiece, best quality, score_7, safe, an illustration of a bedroom with a window.
masterpiece, best quality, score_7, safe, an illustration of a bedroom with a window.
masterpiece, best quality, score_7, safe, an illustration of a bedroom with a window.
masterpiece, best quality, score_7, safe, an illustration of a group of people at a restaurant table.
masterpiece, best quality, score_7, safe, an illustration of a group of people at a restaurant table.
masterpiece, best quality, score_7, safe, an illustration of a group of people at a restaurant table.
masterpiece, best quality, score_7, safe, an illustration of a group of people at a restaurant table.
masterpiece, best quality, score_7, safe, an illustration of a group of people at a restaurant table.
masterpiece, best quality, score_7, safe, an illustration of a group of people at a restaurant table.
masterpiece, best quality, score_7, safe, an illustration of a group of people at a restaurant table.
masterpiece, best quality, score_7, safe, an illustration of a group of people at a restaurant table.
masterpiece, best quality, score_7, safe, an illustration of a mountain road with trees.
masterpiece, best quality, score_7, safe, an illustration of a mountain road with trees.
masterpiece, best quality, score_7, safe, an illustration of a mountain road with trees.
masterpiece, best quality, score_7, safe, an illustration of a mountain road with trees.
masterpiece, best quality, score_7, safe, an illustration of a mountain road with trees.
masterpiece, best quality, score_7, safe, an illustration of a mountain road with trees.
masterpiece, best quality, score_7, safe, an illustration of a mountain road with trees.
masterpiece, best quality, score_7, safe, an illustration of a mountain road with trees.
masterpiece, best quality, score_7, safe, an illustration of a classroom with desks.
masterpiece, best quality, score_7, safe, an illustration of a classroom with desks.
masterpiece, best quality, score_7, safe, an illustration of a classroom with desks.
masterpiece, best quality, score_7, safe, an illustration of a classroom with desks.
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geolip-beatrix-anima-data

Training sets drawn by the stock Anima-Base v1.0 model for the experiments in AbstractPhil/geolip-beatrix-anima. Each set is saved here once, so later runs download it instead of drawing it again.

Layout 

sets/<flavor>_<seed_base>-<key>/
  images/<name>.png    the image
  images/<name>.txt    its training caption
  items.jsonl          one line per image: name, seed, the prompt it was drawn with, its caption
  sheet.jpg            a contact sheet
  render.json          the settings that drew it

<key> is a short hash of everything that decides the pixels: the model file, the resolution, the sampler settings, the negative prompt, the batch size, and every prompt, seed and caption. A run reuses a set only when all of these match; changed settings make a new folder, and earlier sets stay for the experiments that used them.

The sets

The mood sets of the LoRA sequence: 24 everyday scenes x 8 seeds = 192 images per set, each drawn from the upbeat, neutral or downbeat wording of its scene and captioned with the neutral prompt (the model card's quality prefix + "an illustration of ."), so a LoRA trained on a set can only learn its mood as the prompt's default. Seeds 1000-1007 are the first draw, 2000-2007 the second.

Settings: 768 x 768, the Euler flow sampler of the training previews, 30 steps, guidance 4.5, shift 3, the model card's quality prefix and negative prompt; drawn with the AbstractEyes diffusion-pipe fork's Anima code through anima-trainer (geolip_anima_trainer/training_sets.py).

Licence

The images are outputs of Anima. Under the CircleStone Labs Non-Commercial License, outputs are not derivatives of the model and may be used for any purpose, including commercial use, except as that licence expressly prohibits; the non-commercial restriction applies to the model and its derivatives (such as LoRAs), not to generated images.

beatrix/

Features of a byte-level language model (Beatrix, AbstractPhil/alephllm-mini-beatrix-training, mini-beatrix-3 at step 212,000) for the mood phrases of the connector experiments (e013-e015 in geolip-beatrix-anima), computed once so the notebook never runs Beatrix:

  • mood_phrases_mini-beatrix-3_step212000.safetensors: tensors trained (the checkpoint) and random (an untrained trunk of the same shape, seed 0), each [74 phrases, 4096]: the state of the phrase's last byte after blocks 16, 18, 21 and 24, each layer-normalized without affine, concatenated, and standardized per feature over a reference set of mood words and phrases that holds no word of a held-out phrase. The metadata phrases lists every row (class up / down / neutral, split train / heldout, text); reference is the standardization set; tap describes the features.
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Number of rows:
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Total file size:
894 MB