# Feature Support | Feature | Supported | Note | |---------|-----------|------| | Chunked Prefill | ✗ | Plan in 2025 Q1 | | Automatic Prefix Caching | ✅ | Improve performance in 2025 Q1 | | LoRA | ✗ | Plan in 2025 Q1 | | Prompt adapter | ✅ || | Speculative decoding | ✅ | Improve accuracy in 2025 Q1| | Pooling | ✗ | Plan in 2025 Q1 | | Enc-dec | ✗ | Plan in 2025 Q1 | | Multi Modality | ✅ (LLaVA/Qwen2-vl/Qwen2-audio/internVL)| Add more model support in 2025 Q1 | | LogProbs | ✅ || | Prompt logProbs | ✅ || | Async output | ✅ || | Multi step scheduler | ✅ || | Best of | ✅ || | Beam search | ✅ || | Guided Decoding | ✗ | Plan in 2025 Q1 |