Open-weight model
minecraft-world-jepa-ckpts
by Keylhan Paumard--André keypa/minecraft-world-jepa-ckpts
Autoregressive video world model for Minecraft. A frozen Stable Diffusion VAE compresses 256×256 frames to 4×32×32 latents; a decoder-only transformer (338M params, RoPE, DWS-style per-block action adapters, SDPA flash attention) predicts the next latent…
Model Card
Autoregressive video world model for Minecraft. A frozen Stable Diffusion VAE compresses 256×256 frames to 4×32×32 latents; a decoder-only transformer (338M params, RoPE, DWS-style per-block action adapters, SDPA flash attention) predicts the next latent conditioned on discrete action tokens (29 ids: 22 keyboard + 6 camera bins + 1 no-op). Each run directory holds a full resumable state (model + optimizer + scheduler + step/epoch counters), so any file below restarts training bit-identically with the matching config and --resume: Weights derive from public TESS-VLA gameplay data and an sd-vae-ft-mse base. No license is asserted here — check the dataset and base-model terms before commercial…
Excerpt from the card by Keylhan Paumard--André, licensed other.
Identity and Version
- Repository
- keypa/minecraft-world-jepa-ckpts
- Publisher
- Keylhan Paumard--André
- Task
- Not stated by the source
- Modality
- Other
- Library
- pytorch
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- 4ec20f1ad4937efc7e61cee9bd6e71b3deb8ac67
- First published
- 2026-09-12
- Last updated
- 2026-09-18
Files and Weights
19 files, 60.9 GB in total. The weights are 15 files totalling 60.9 GB in pt.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| world-model-stage1-4ctx/best.pt | Weights | 4.1 GB | 84124c767860 |
| world-model-stage1-4ctx/epoch_0000_loss_0.266776.pt | Weights | 4.1 GB | 65e78a1167e1 |
| world-model-stage1-4ctx/epoch_0001_loss_0.238446.pt | Weights | 4.1 GB | b44e13df584c |
| world-model-stage1-4ctx/latest.pt | Weights | 4.1 GB | ae92c497783d |
| world-model-stage2-8ctx/best.pt | Weights | 4.1 GB | b8efdc036eab |
| world-model-stage2-8ctx/epoch_0000_loss_0.230097.pt | Weights | 4.1 GB | 9fcaddeeb521 |
| world-model-stage2-8ctx/epoch_0001_loss_0.231652.pt | Weights | 4.1 GB | c4dd1273e61b |
| world-model-stage2-8ctx/epoch_0002_loss_0.229868.pt | Weights | 4.1 GB | 1b713391c5d8 |
| world-model-stage2-8ctx/latest.pt | Weights | 4.1 GB | b988e8984a91 |
| world-model-stage3-16ctx/best.pt | Weights | 4.1 GB | 38f164103f9b |
| world-model-stage3-16ctx/epoch_0000_loss_0.229994.pt | Weights | 4.1 GB | ed4541db97fc |
| world-model-stage3-16ctx/epoch_0001_loss_0.228452.pt | Weights | 4.1 GB | 7693e584ab62 |
| world-model-stage3-16ctx/epoch_0002_loss_0.227061.pt | Weights | 4.1 GB | e2a1424b8ec9 |
| world-model-stage3-16ctx/epoch_0003_loss_0.225522.pt | Weights | 4.1 GB | a60b7b13d42f |
| world-model-stage3-16ctx/latest.pt | Weights | 4.1 GB | c7373d540f00 |
| README.md | Documentation | 1.5 KB | — |
| world-model-stage2-8ctx/stage2.log | Other | 8.2 MB | — |
| world-model-stage3-16ctx/stage3.log | Other | 13.0 MB | 4eee75801825 |
| .gitattributes | Repository | 1.6 KB | — |
License and Download
- License
- other
- Access
- Open weights, no gate
- Download size
- 60.9 GB
Released by Keylhan Paumard--André through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 60.9 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About minecraft-world-jepa-ckpts
What license is minecraft-world-jepa-ckpts released under?
other, as its publisher declares it. Read the license text before commercial use.