Note FP8 KV cache needs vLLM 0.22.0; drop scrambled-output workaround (vllm#42650)

Update model card for 256K context length

Drop VLLM_USE_DEEP_GEMM=0 from vllm serve recipe (DeepGEMM is supported on Hopper and datacenter Blackwell)

Add base_model (#1)

Enable thinking by default in non-Hopper FP8-KV serve command

Update non-Hopper FP8-KV serve command and link to vLLM recipes page

Laguna XS.2 upload