[Doc] correct LoRA capitalization (#20135)

Signed-off-by: kyolebu <kyu@redhat.com>

docs/README.md

@@ -40,7 +40,7 @@ vLLM is flexible and easy to use with:
 - OpenAI-compatible API server
 - Support NVIDIA GPUs, AMD CPUs and GPUs, Intel CPUs, Gaudi® accelerators and GPUs, IBM Power CPUs, TPU, and AWS Trainium and Inferentia Accelerators.
 - Prefix caching support
-- Multi-lora support
+- Multi-LoRA support
 
 For more information, check out the following:
 

docs/models/supported_models.md

@@ -427,7 +427,7 @@ Specified using `--task embed`.
     See [relevant issue on HF Transformers](https://github.com/huggingface/transformers/issues/34882).
 
 !!! note
-    `jinaai/jina-embeddings-v3` supports multiple tasks through lora, while vllm temporarily only supports text-matching tasks by merging lora weights.
+    `jinaai/jina-embeddings-v3` supports multiple tasks through LoRA, while vllm temporarily only supports text-matching tasks by merging LoRA weights.
 
 !!! note
     The second-generation GTE model (mGTE-TRM) is named `NewModel`. The name `NewModel` is too generic, you should set `--hf-overrides '{"architectures": ["GteNewModel"]}'` to specify the use of the `GteNewModel` architecture.