469 lines
6.8 KiB
ReStructuredText
469 lines
6.8 KiB
ReStructuredText
.. _compatibility_matrix:
|
|
|
|
Compatibility Matrix
|
|
====================
|
|
|
|
The tables below show mutually exclusive features and the support on some hardware.
|
|
|
|
.. note::
|
|
|
|
Check the '✗' with links to see tracking issue for unsupported feature/hardware combination.
|
|
|
|
Feature x Feature
|
|
-----------------
|
|
|
|
|
|
.. raw:: html
|
|
|
|
<style>
|
|
/* Make smaller to try to improve readability */
|
|
td {
|
|
font-size: 0.8rem;
|
|
text-align: center;
|
|
}
|
|
|
|
th {
|
|
text-align: center;
|
|
font-size: 0.8rem;
|
|
}
|
|
</style>
|
|
|
|
.. list-table::
|
|
:header-rows: 1
|
|
:widths: auto
|
|
|
|
* - Feature
|
|
- :ref:`CP <chunked-prefill>`
|
|
- :ref:`APC <apc>`
|
|
- :ref:`LoRA <lora>`
|
|
- :abbr:`prmpt adptr (Prompt Adapter)`
|
|
- :ref:`SD <spec_decode>`
|
|
- CUDA graph
|
|
- :abbr:`emd (Embedding Models)`
|
|
- :abbr:`enc-dec (Encoder-Decoder Models)`
|
|
- :abbr:`logP (Logprobs)`
|
|
- :abbr:`prmpt logP (Prompt Logprobs)`
|
|
- :abbr:`async output (Async Output Processing)`
|
|
- multi-step
|
|
- :abbr:`mm (Multimodal)`
|
|
- best-of
|
|
- beam-search
|
|
- :abbr:`guided dec (Guided Decoding)`
|
|
* - :ref:`CP <chunked-prefill>`
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :ref:`APC <apc>`
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :ref:`LoRA <lora>`
|
|
- `✗ <https://github.com/vllm-project/vllm/pull/9057>`__
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :abbr:`prmpt adptr (Prompt Adapter)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :ref:`SD <spec_decode>`
|
|
- ✅
|
|
- ✅
|
|
- ✗
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - CUDA graph
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :abbr:`emd (Embedding Models)`
|
|
- ✗
|
|
- ✗
|
|
- ✗
|
|
- ✗
|
|
- ✗
|
|
- ✗
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :abbr:`enc-dec (Encoder-Decoder Models)`
|
|
- ✗
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/7366>`__
|
|
- ✗
|
|
- ✗
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/7366>`__
|
|
- ✅
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :abbr:`logP (Logprobs)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✗
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :abbr:`prmpt logP (Prompt Logprobs)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- `✗ <https://github.com/vllm-project/vllm/pull/8199>`__
|
|
- ✅
|
|
- ✗
|
|
- ✅
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :abbr:`async output (Async Output Processing)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✗
|
|
- ✅
|
|
- ✗
|
|
- ✗
|
|
- ✅
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - multi-step
|
|
- ✗
|
|
- ✅
|
|
- ✗
|
|
- ✅
|
|
- ✗
|
|
- ✅
|
|
- ✗
|
|
- ✗
|
|
- ✅
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/8198>`__
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - :abbr:`mm (Multimodal)`
|
|
- ✅
|
|
- `✗ <https://github.com/vllm-project/vllm/pull/8348>`__
|
|
- `✗ <https://github.com/vllm-project/vllm/pull/7199>`__
|
|
- ?
|
|
- ?
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ?
|
|
-
|
|
-
|
|
-
|
|
-
|
|
* - best-of
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/6137>`__
|
|
- ✅
|
|
- ✗
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ?
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/7968>`__
|
|
- ✅
|
|
-
|
|
-
|
|
-
|
|
* - beam-search
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/6137>`__
|
|
- ✅
|
|
- ✗
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ?
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/7968>`__
|
|
- ?
|
|
- ✅
|
|
-
|
|
-
|
|
* - :abbr:`guided dec (Guided Decoding)`
|
|
- ✅
|
|
- ✅
|
|
- ?
|
|
- ?
|
|
- ✅
|
|
- ✅
|
|
- ✗
|
|
- ?
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/9893>`__
|
|
- ?
|
|
- ✅
|
|
- ✅
|
|
-
|
|
|
|
|
|
Feature x Hardware
|
|
^^^^^^^^^^^^^^^^^^
|
|
|
|
.. list-table::
|
|
:header-rows: 1
|
|
:widths: auto
|
|
|
|
* - Feature
|
|
- Volta
|
|
- Turing
|
|
- Ampere
|
|
- Ada
|
|
- Hopper
|
|
- CPU
|
|
- AMD
|
|
* - :ref:`CP <chunked-prefill>`
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/2729>`__
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
* - :ref:`APC <apc>`
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/3687>`__
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
* - :ref:`LoRA <lora>`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- `✗ <https://github.com/vllm-project/vllm/pull/4830>`__
|
|
- ✅
|
|
* - :abbr:`prmpt adptr (Prompt Adapter)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/8475>`__
|
|
- ✅
|
|
* - :ref:`SD <spec_decode>`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
* - CUDA graph
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✗
|
|
- ✅
|
|
* - :abbr:`emd (Embedding Models)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ?
|
|
* - :abbr:`enc-dec (Encoder-Decoder Models)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✗
|
|
* - :abbr:`mm (Multimodal)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
* - :abbr:`logP (Logprobs)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
* - :abbr:`prmpt logP (Prompt Logprobs)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
* - :abbr:`async output (Async Output Processing)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✗
|
|
- ✗
|
|
* - multi-step
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- `✗ <https://github.com/vllm-project/vllm/issues/8477>`__
|
|
- ✅
|
|
* - best-of
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
* - beam-search
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
* - :abbr:`guided dec (Guided Decoding)`
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|
|
- ✅
|