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[Model] Add native RWKV7 serving, fused execution, and quantization #50077

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[Model] Add native RWKV7 serving, fused execution, and quantization #50077

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efbb5dc
[Model] Add minimal native RWKV7 serving support
123123213weqw Jul 26, 2026
47b4c09
[Model] Fuse RWKV7 recurrent serving path
123123213weqw Jul 28, 2026
0c9e430
[Model] Add fail-closed RWKV7 kernel dispatch
123123213weqw Jul 28, 2026
89a4054
[Model] Add RWKV7 quantized inference
123123213weqw Jul 28, 2026
d43cdf2
Merge branch 'main' into wangyue/rwkv7-upstream-rescue-rebased
123123213weqw Jul 28, 2026
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1 change: 1 addition & 0 deletions docs/models/supported_models.md
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Expand Up @@ -409,6 +409,7 @@ th {
| `MambaForCausalLM` | Mamba | `state-spaces/mamba-130m-hf`, `state-spaces/mamba-790m-hf`, `state-spaces/mamba-2.8b-hf`, etc. | | ✅︎ |
| `Mamba2ForCausalLM` | Mamba2 | `mistralai/Mamba-Codestral-7B-v0.1`, etc. | | ✅︎ |
| `MellumForCausalLM` | Mellum 2 | `JetBrains/Mellum2-12B-A2.5B-Base`, etc. | | ✅︎ |
| `RWKV7ForCausalLM` | RWKV7 | `RWKV/RWKV7-Goose-World2.8-0.1B-HF`, etc. | | ✅︎ |
| `MiMoForCausalLM` | MiMo | `XiaomiMiMo/MiMo-7B-RL`, etc. | ✅︎ | ✅︎ |
| `MiMoV2FlashForCausalLM` | MiMoV2Flash | `XiaomiMiMo/MiMo-V2-Flash`, etc. | | ✅︎ |
| `MiMoV2ForCausalLM` | MiMoV2Pro | `XiaomiMiMo/MiMo-V2.5-Pro`, etc. | | ✅︎ |
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