[Model] NemotronH support (vllm-project#18863)

Signed-off-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com>
Co-authored-by: Luis Vega <2478335+vegaluisjose@users.noreply.github.com>
Signed-off-by: minpeter <kali2005611@gmail.com>

Author: vegaluisjose

docs/models/supported_models.md

@@ -346,6 +346,7 @@ Specified using `--task generate`.
 | `MixtralForCausalLM`                              | Mixtral-8x7B, Mixtral-8x7B-Instruct                 | `mistralai/Mixtral-8x7B-v0.1`, `mistralai/Mixtral-8x7B-Instruct-v0.1`, `mistral-community/Mixtral-8x22B-v0.1`, etc.                                                          | ✅︎                     | ✅︎                          |
 | `MPTForCausalLM`                                  | MPT, MPT-Instruct, MPT-Chat, MPT-StoryWriter        | `mosaicml/mpt-7b`, `mosaicml/mpt-7b-storywriter`, `mosaicml/mpt-30b`, etc.                                                                                                   |                        | ✅︎                          |
 | `NemotronForCausalLM`                             | Nemotron-3, Nemotron-4, Minitron                    | `nvidia/Minitron-8B-Base`, `mgoin/Nemotron-4-340B-Base-hf-FP8`, etc.                                                                                                         | ✅︎                     | ✅︎                          |
+| `NemotronHForCausalLM`                            | Nemotron-H                                          | `nvidia/Nemotron-H-8B-Base-8K`, `nvidia/Nemotron-H-47B-Base-8K`, `nvidia/Nemotron-H-56B-Base-8K`, etc.                                                                       | ✅︎                     | ✅︎                          |
 | `OLMoForCausalLM`                                 | OLMo                                                | `allenai/OLMo-1B-hf`, `allenai/OLMo-7B-hf`, etc.                                                                                                                             |                        | ✅︎                          |
 | `OLMo2ForCausalLM`                                | OLMo2                                               | `allenai/OLMo-2-0425-1B`, etc.                                                                                                                                               |                        | ✅︎                          |
 | `OLMoEForCausalLM`                                | OLMoE                                               | `allenai/OLMoE-1B-7B-0924`, `allenai/OLMoE-1B-7B-0924-Instruct`, etc.                                                                                                        |                        | ✅︎                          |

tests/models/registry.py

@@ -212,6 +212,8 @@ def check_available_online(
     "MptForCausalLM": _HfExamplesInfo("mpt", is_available_online=False),
     "MPTForCausalLM": _HfExamplesInfo("mosaicml/mpt-7b"),
     "NemotronForCausalLM": _HfExamplesInfo("nvidia/Minitron-8B-Base"),
+    "NemotronHForCausalLM": _HfExamplesInfo("nvidia/Nemotron-H-8B-Base-8K",
+                                            trust_remote_code=True),
     "OlmoForCausalLM": _HfExamplesInfo("allenai/OLMo-1B-hf"),
     "Olmo2ForCausalLM": _HfExamplesInfo("allenai/OLMo-2-0425-1B"),
     "OlmoeForCausalLM": _HfExamplesInfo("allenai/OLMoE-1B-7B-0924-Instruct"),