[Doc] Move examples into categories (#11840)

Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

docs/source/models/extensions/tensorizer.md

@@ -9,7 +9,7 @@ shorter Pod startup times and CPU memory usage. Tensor encryption is also suppor
 
 For more information on CoreWeave's Tensorizer, please refer to
 [CoreWeave's Tensorizer documentation](https://github.com/coreweave/tensorizer). For more information on serializing a vLLM model, as well a general usage guide to using Tensorizer with vLLM, see
-the [vLLM example script](https://docs.vllm.ai/en/stable/getting_started/examples/tensorize_vllm_model.html).
+the [vLLM example script](https://docs.vllm.ai/en/stable/getting_started/examples/offline_inference/tensorize_vllm_model.html).
 
 ```{note}
 Note that to use this feature you will need to install `tensorizer` by running `pip install vllm[tensorizer]`.

docs/source/models/generative_models.md

@@ -46,7 +46,7 @@ for output in outputs:
     print(f"Prompt: {prompt!r}, Generated text: {generated_text!r}")
 ```
 
-A code example can be found here: <gh-file:examples/offline_inference.py>
+A code example can be found here: <gh-file:examples/offline_inference/offline_inference.py>
 
 ### `LLM.beam_search`
 
@@ -103,7 +103,7 @@ for output in outputs:
     print(f"Prompt: {prompt!r}, Generated text: {generated_text!r}")
 ```
 
-A code example can be found here: <gh-file:examples/offline_inference_chat.py>
+A code example can be found here: <gh-file:examples/offline_inference/offline_inference_chat.py>
 
 If the model doesn't have a chat template or you want to specify another one,
 you can explicitly pass a chat template:

docs/source/models/pooling_models.md

@@ -65,7 +65,7 @@ embeds = output.outputs.embedding
 print(f"Embeddings: {embeds!r} (size={len(embeds)})")
 ```
 
-A code example can be found here: <gh-file:examples/offline_inference_embedding.py>
+A code example can be found here: <gh-file:examples/offline_inference/offline_inference_embedding.py>
 
 ### `LLM.classify`
 
@@ -80,7 +80,7 @@ probs = output.outputs.probs
 print(f"Class Probabilities: {probs!r} (size={len(probs)})")
 ```
 
-A code example can be found here: <gh-file:examples/offline_inference_classification.py>
+A code example can be found here: <gh-file:examples/offline_inference/offline_inference_classification.py>
 
 ### `LLM.score`
 
@@ -102,7 +102,7 @@ score = output.outputs.score
 print(f"Score: {score}")
 ```
 
-A code example can be found here: <gh-file:examples/offline_inference_scoring.py>
+A code example can be found here: <gh-file:examples/offline_inference/offline_inference_scoring.py>
 
 ## Online Inference