## Directory Structure

```
deepseek_v32/
├── README.md                           # This file
├── fp8_mqa_logits.py                   # FP8 Indexer
├── sparse_mla_fwd.py                   # Sparse MLA forward implementation
├── sparse_mla_fwd_pipelined.py         # Pipelined implementation of sparse MLA forward pass
```