Add Sliding Tile Attention impl

What's Changed

• Add natten with static tiling & Morton Curve by @joydddd in #87
• Fix Ruff by @drisspg in #90
• Remove persisted credential by @drisspg in #91
• Add tabulate used in example to dependencies by @oraluben in #99
• Reduce memory usage by @oraluben in #100
• Fix typos: casual -> causal by @awgu in #102
• Add end-to-end example for paged attention by @BoyuanFeng in #104
• Adapt paged attention implementation from pytorch by @BoyuanFeng in #105
• Add option for causal by @drisspg in #107
• fix ci by @drisspg in #114
• Add example for showcasing how to do multi-latent Attention by @drisspg in #113
• Change import structure by @drisspg in #125
• Fix natten x y dims by @fcossio in #128
• add batchify mask-mod by @drisspg in #132
• Make matplotlib lazy by @drisspg in #134
• Proper doc string deepseek ref in latent_attention.py by @curlup in #139
• Add Sliding Tile Attention impl by @yibozhong in #140
• Update workflows by @drisspg in #141
• Fix Publish by @drisspg in #142

New Contributors

• @joydddd made their first contribution in #87
• @oraluben made their first contribution in #99
• @awgu made their first contribution in #102
• @BoyuanFeng made their first contribution in #104
• @fcossio made their first contribution in #128
• @curlup made their first contribution in #139
• @yibozhong made their first contribution in #140

Full Changelog: v0.0.3...v0.0.4