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Karajan42/
knightfall_001_models

Name: knightfall_001_models
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Knightfall 001 World Model

Diamond world model trained on Knightfall combat gameplay dataset.

Models

File	Description	Size
`autoencoder_small_best_epoch_050.pt`	Full autoencoder (encoder + decoder)	~900KB
`autoencoder_small_decoder_epoch_050.pt`	Decoder only (for inference)	~150KB
`agent_epoch_00100.pt`	World model checkpoint (epoch 100)	~83MB
`agent_epoch_00125.pt`	World model checkpoint (epoch 125)	~83MB
`agent_epoch_00150.pt`	World model checkpoint (epoch 150)	~83MB

Action Space

Index	Action
0	idle
1	attack
2	block

Training Details

Dataset: knightfall_001 (20 episodes, 37,579 frames)
Resolution: 64x64 (low-res), 256x256 (full-res)
Architecture: Latent diffusion (~5M params denoiser)
Autoencoder: Small (~70K params)

Usage

python

# Load world model
import torch
agent = torch.load("agent_epoch_00150.pt")

# Load decoder for upsampling
decoder = torch.load("autoencoder_small_decoder_epoch_050.pt")

License

Research use only.

Karajan42/knightfall_001_models