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[None][doc] Update doc for multimodal #7347

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[None][doc] Update doc for multimodal #7347

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chang-l Aug 28, 2025
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chang-l Aug 28, 2025
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22 changes: 11 additions & 11 deletions docs/source/reference/multimodal-feature-support-matrix.md
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@@ -1,13 +1,13 @@
# Multimodal Feature Support Matrix (PyTorch Backend)

| Model | CUDA Graph | Encoder IFB | KV Cache Reuse | Chunked Prefill |
| :----------------- | :--------- | :------------------ | :------------- | :-------------- |
| Gemma 3 | Yes | Yes | No | No |
| HyperCLOVA | Yes | Yes | No | No |
| VILA | Yes | No | No | No |
| LLaVA-NeXT | Yes | Yes | No | No |
| Llama 4 | Yes | No | No | No |
| Mistral-Small-3.1 | Yes | Yes | No | No |
| Phi-4-multimodal | Yes | Yes | No | No |
| Qwen2-VL | Yes | Yes | Yes | No |
| Qwen2.5-VL | Yes | Yes | Yes | No |
| Model Architecture/Feature | Overlap Scheduler | CUDA Graph | Chunked Prefill | Torch Sampler | TLLM C++ Sampler | KV Cache Reuse | Logits Post Processor | EPD Disaggregated Serving |
| ---------------------------------- | ----------------- | ---------- | --------------- | ------------- | ---------------- | -------------- | --------------------- | ------------------------- |
| Gemma3ForConditionalGeneration | Yes | Yes | N/A | Yes | Yes | N/A | Yes | No |
| HCXVisionForCausalLM | Yes | Yes | No | Yes | Yes | No | Yes | No |
| LlavaLlamaModel (VILA) | Yes | Yes | No | Yes | Yes | No | Yes | No |
| LlavaNextForConditionalGeneration | Yes | Yes | No | Yes | Yes | No | Yes | No |
| Llama4ForConditionalGeneration | Yes | Yes | No | Yes | Yes | No | Yes | No |
| Mistral3ForConditionalGeneration | Yes | Yes | No | Yes | Yes | No | Yes | No |
| Phi4MMForCausalLM | Yes | Yes | No | Yes | Yes | No | Yes | No |
| Qwen2VLForConditionalGeneration | Yes | Yes | No | Yes | Yes | Yes | Yes | No |
| Qwen2_5_VLForConditionalGeneration | Yes | Yes | No | Yes | Yes | Yes | Yes | No |
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