[Examples][1/n] Resettle basic examples. (#35579)

Signed-off-by: wang.yuqi <yuqi.wang@daocloud.io>
Signed-off-by: wang.yuqi <noooop@126.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

docs/models/generative_models.md

@@ -59,7 +59,7 @@ for output in outputs:
     By default, vLLM will use sampling parameters recommended by model creator by applying the `generation_config.json` from the huggingface model repository if it exists. In most cases, this will provide you with the best results by default if [SamplingParams][vllm.SamplingParams] is not specified.
 
     However, if vLLM's default sampling parameters are preferred, please pass `generation_config="vllm"` when creating the [LLM][vllm.LLM] instance.
-A code example can be found here: [examples/offline_inference/basic/basic.py](../../examples/offline_inference/basic/basic.py)
+A code example can be found here: [examples/basic/offline_inference/basic.py](../../examples/basic/offline_inference/basic.py)
 
 ### `LLM.beam_search`
 
@@ -121,7 +121,7 @@ and automatically applies the model's [chat template](https://huggingface.co/doc
         print(f"Prompt: {prompt!r}, Generated text: {generated_text!r}")
     ```
 
-A code example can be found here: [examples/offline_inference/basic/chat.py](../../examples/offline_inference/basic/chat.py)
+A code example can be found here: [examples/basic/offline_inference/chat.py](../../examples/basic/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/models/pooling_models.md

@@ -99,7 +99,7 @@ embeds = output.outputs.embedding
 print(f"Embeddings: {embeds!r} (size={len(embeds)})")
 ```
 
-A code example can be found here: [examples/offline_inference/basic/embed.py](../../examples/offline_inference/basic/embed.py)
+A code example can be found here: [examples/basic/offline_inference/embed.py](../../examples/basic/offline_inference/embed.py)
 
 ### `LLM.classify`
 
@@ -116,7 +116,7 @@ probs = output.outputs.probs
 print(f"Class Probabilities: {probs!r} (size={len(probs)})")
 ```
 
-A code example can be found here: [examples/offline_inference/basic/classify.py](../../examples/offline_inference/basic/classify.py)
+A code example can be found here: [examples/basic/offline_inference/classify.py](../../examples/basic/offline_inference/classify.py)
 
 ### `LLM.score`
 
@@ -140,7 +140,7 @@ score = output.outputs.score
 print(f"Score: {score}")
 ```
 
-A code example can be found here: [examples/offline_inference/basic/score.py](../../examples/offline_inference/basic/score.py)
+A code example can be found here: [examples/basic/offline_inference/score.py](../../examples/basic/offline_inference/score.py)
 
 ### `LLM.reward`
 
@@ -156,7 +156,7 @@ data = output.outputs.data
 print(f"Data: {data!r}")
 ```
 
-A code example can be found here: [examples/offline_inference/basic/reward.py](../../examples/offline_inference/basic/reward.py)
+A code example can be found here: [examples/basic/offline_inference/reward.py](../../examples/basic/offline_inference/reward.py)
 
 ### `LLM.encode`