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[Deprecation][2/N] Replace --task with --runner and --convert (#21470)

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Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
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Cyrus Leung
2025-07-28 10:42:40 +08:00
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commit 86ae693f20
94 changed files with 1117 additions and 1083 deletions
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docs/models/generative_models.md
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vLLM provides first-class support for generative models, which covers most of LLMs.
In vLLM, generative models implement the [VllmModelForTextGeneration][vllm.model_executor.models.VllmModelForTextGeneration] interface.
In vLLM, generative models implement the[VllmModelForTextGeneration][vllm.model_executor.models.VllmModelForTextGeneration] interface.
Based on the final hidden states of the input, these models output log probabilities of the tokens to generate,
which are then passed through [Sampler][vllm.model_executor.layers.Sampler] to obtain the final text.
For generative models, the only supported `--task` option is `"generate"`.
Usually, this is automatically inferred so you don't have to specify it.
## Configuration
### Model Runner (`--runner`)
Run a model in generation mode via the option `--runner generate`.
!!! tip
There is no need to set this option in the vast majority of cases as vLLM can automatically
detect the model runner to use via `--runner auto`.
## Offline Inference