[Misc] Inline Molmo requirements (#17190)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

docs/source/models/supported_models.md

@@ -1112,7 +1112,33 @@ To use `TIGER-Lab/Mantis-8B-siglip-llama3`, you have to pass `--hf_overrides '{"
 :::
 
 :::{warning}
-For improved output quality of `AllenAI/Molmo-7B-D-0924` (especially in object localization tasks), we recommend using the pinned dependency versions listed in <gh-file:requirements/molmo.txt> (including `vllm==0.7.0`). These versions match the environment that achieved consistent results on both A10 and L40 GPUs.
+The output quality of `AllenAI/Molmo-7B-D-0924` (especially in object localization tasks) has deteriorated in recent updates.
+
+For the best results, we recommend using the following dependency versions (tested on A10 and L40):
+
+```text
+# Core vLLM-compatible dependencies with Molmo accuracy setup (tested on L40)
+torch==2.5.1
+torchvision==0.20.1
+transformers==4.48.1
+tokenizers==0.21.0
+tiktoken==0.7.0
+vllm==0.7.0
+
+# Optional but recommended for improved performance and stability
+triton==3.1.0
+xformers==0.0.28.post3
+uvloop==0.21.0
+protobuf==5.29.3
+openai==1.60.2
+opencv-python-headless==4.11.0.86
+pillow==10.4.0
+
+# Installed FlashAttention (for float16 only)
+flash-attn>=2.5.6  # Not used in float32, but should be documented
+```
+
+**Note:** Make sure you understand the security implications of using outdated packages.
 :::
 
 :::{note}

requirements/molmo.txt

@@ -1,20 +0,0 @@
-# Core vLLM-compatible dependencies with Molmo accuracy setup (tested on L40)
-torch==2.5.1
-torchvision==0.20.1
-transformers==4.48.1
-tokenizers==0.21.0
-tiktoken==0.7.0
-vllm==0.7.0
-
-# Optional but recommended for improved performance and stability
-triton==3.1.0
-xformers==0.0.28.post3
-uvloop==0.21.0
-protobuf==5.29.3
-openai==1.60.2
-opencv-python-headless==4.11.0.86
-pillow==10.4.0
-
-# Installed FlashAttention (for float16 only)
-flash-attn>=2.5.6  # Not used in float32, but should be documented
-