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docs: announce Reflection AI Beam support
Signed-off-by: Chen Cui <chcui@nvidia.com>
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‎README.md‎

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## 📣 News
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- [10/16/2026] [**Reflection AI Beam-1.0-501B-A23B**](https://huggingface.co/reflection/Beam-1.0-501B-A23B) is now supported! Megatron Bridge provides HF↔Megatron checkpoint conversion, inference, and BF16 H200 recipes for pretraining, SFT, long-context SFT, and LoRA PEFT. See the [examples README](https://github.com/NVIDIA-NeMo/Megatron-Bridge/blob/main/examples/models/beam/README.md) and [verification card](https://github.com/NVIDIA-NeMo/Megatron-Bridge/blob/main/examples/model_verification_cards/beam/card.yaml) for verified configurations and current limitations.
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- [10/15/2026] [**NVIDIA Nemotron 3.5 Super VL**](https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Super-VL-120b-a12b-base-BF16) is released! Megatron Bridge supports the 120B-A12B vision-language model with HF↔Megatron checkpoint conversion, image inference, and pretraining, SFT, and LoRA recipes, plus text-only conversion and training workflows. See the [model documentation](docs/models/nemotron/nemotron3.5-super-vl.md) and [verification card](https://github.com/NVIDIA-NeMo/Megatron-Bridge/blob/main/examples/model_verification_cards/nemotron-3.5-super-vl-120b-a12b/card.yaml) for supported workflows, verified configurations, and current limitations.
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- [10/15/2026] [**Muse-Spark-Open-816B-A42B**](https://github.com/NVIDIA-NeMo/Megatron-Bridge/blob/main/examples/models/muse_spark_open/README.md) is now supported! Megatron Bridge adds checkpoint conversion, inference, and GB200 training recipes for the 816B-total / 42B-active vision-and-audio-language MoE model: pretraining, full SFT, long-context SFT at 32K and 64K with context parallelism, LoRA, and image-text SFT and LoRA, with HybridEP MoE dispatch. See the [examples README](https://github.com/NVIDIA-NeMo/Megatron-Bridge/blob/main/examples/models/muse_spark_open/README.md) and the [verification card](https://github.com/NVIDIA-NeMo/Megatron-Bridge/blob/main/examples/model_verification_cards/muse-spark-open-816b-a42b/card.yaml) for details.

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