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PyTorch practice problems
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Showing 25 of 25
| Title | Difficulty | Category | Tags |
|---|---|---|---|
| ALiBi-Style Distance Bias | Medium | Research |
|
| Attention with Online Softmax | Hard | Research |
|
| Contrastive Loss (InfoNCE) | Medium | Research |
|
| Cross Attention | Medium | Research |
|
| Depthwise Separable Convolution | Hard | Research |
|
| Focal Loss | Medium | Research |
|
| GELU Activation | Easy | Research |
|
| Grouped-Query Attention | Hard | Research |
|
| KV Cache for Autoregressive Decoding | Hard | Research |
|
| Label Smoothing | Easy | Research |
|
| LoRA Update | Medium | Research |
|
| Mixture of Experts Routing | Hard | Research |
|
| Multi-Query Attention | Medium | Research |
|
| Nucleus (Top-P) Filtering | Medium | Research |
|
| Prefix Tuning | Hard | Research |
|
| Relative Position Encoding | Medium | Research |
|
| RMSNorm | Easy | Research |
|
| Rotary Position Embeddings | Hard | Research |
|
| Sliding Window Attention | Medium | Research |
|
| Speculative Decoding Accept/Reject | Hard | Research |
|
| Squeeze-and-Excitation Block | Medium | Research |
|
| Stochastic Depth: Inference | Medium | Research |
|
| SwiGLU Activation | Medium | Research |
|
| Temperature Scaling | Easy | Research |
|
| Top-K Gating | Medium | Research |
|