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[V0 Deprecation] Remove Prompt Adapters (#20588)

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Signed-off-by: mgoin <mgoin64@gmail.com>
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Michael Goin
2025-07-23 19:36:48 -04:00
committed by GitHub
parent 78c13e30e1
commit 82ec66f514
60 changed files with 126 additions and 1727 deletions
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34
docs/features/compatibility_matrix.md
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@@ -34,23 +34,22 @@ th:not(:first-child) {
}
</style>
| Feature | [CP][chunked-prefill] | [APC](automatic_prefix_caching.md) | [LoRA](lora.md) | <abbr title="Prompt Adapter">prmpt adptr</abbr> | [SD](spec_decode.md) | CUDA graph | <abbr title="Pooling Models">pooling</abbr> | <abbr title="Encoder-Decoder Models">enc-dec</abbr> | <abbr title="Logprobs">logP</abbr> | <abbr title="Prompt Logprobs">prmpt logP</abbr> | <abbr title="Async Output Processing">async output</abbr> | multi-step | <abbr title="Multimodal Inputs">mm</abbr> | best-of | beam-search |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Feature | [CP][chunked-prefill] | [APC](automatic_prefix_caching.md) | [LoRA](lora.md) | [SD](spec_decode.md) | CUDA graph | <abbr title="Pooling Models">pooling</abbr> | <abbr title="Encoder-Decoder Models">enc-dec</abbr> | <abbr title="Logprobs">logP</abbr> | <abbr title="Prompt Logprobs">prmpt logP</abbr> | <abbr title="Async Output Processing">async output</abbr> | multi-step | <abbr title="Multimodal Inputs">mm</abbr> | best-of | beam-search |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| [CP][chunked-prefill] | ✅ | | | | | | | | | | | | | | |
| [APC](automatic_prefix_caching.md) | ✅ | ✅ | | | | | | | | | | | | | |
| [LoRA](lora.md) | ✅ | ✅ | ✅ | | | | | | | | | | | | |
| <abbr title="Prompt Adapter">prmpt adptr</abbr> | ✅ | ✅ | ✅ | ✅ | | | | | | | | | | | |
| [SD](spec_decode.md) | ✅ | ✅ | ❌ | ✅ | ✅ | | | | | | | | | | |
| CUDA graph | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | | | | | | | | | |
| <abbr title="Pooling Models">pooling</abbr> | ❌ | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ | | | | | | | | |
| <abbr title="Encoder-Decoder Models">enc-dec</abbr> | ❌ | [❌](gh-issue:7366) | ❌ | ❌ | [❌](gh-issue:7366) | ✅ | ✅ | ✅ | | | | | | | |
| <abbr title="Logprobs">logP</abbr> | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | | | | | | |
| <abbr title="Prompt Logprobs">prmpt logP</abbr> | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ✅ | | | | | |
| <abbr title="Async Output Processing">async output</abbr> | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | ✅ | ✅ | ✅ | | | | |
| multi-step | ❌ | ✅ | ❌ | ✅ | ❌ | ✅ | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ | | | |
| <abbr title="Multimodal Inputs">mm</abbr> | ✅ | [🟠](gh-pr:8348) | [🟠](gh-pr:4194) | ❔ | ❔ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❔ | ✅ | | |
| best-of | ✅ | ✅ | ✅ | ✅ | [❌](gh-issue:6137) | ✅ | ❌ | ✅ | ✅ | ✅ | ❔ | [❌](gh-issue:7968) | ✅ | ✅ | |
| beam-search | ✅ | ✅ | ✅ | ✅ | [❌](gh-issue:6137) | ✅ | ❌ | ✅ | ✅ | ✅ | ❔ | [❌](gh-issue:7968) | ❔ | ✅ | ✅ |
| [SD](spec_decode.md) | ✅ | ✅ | ❌ | ✅ | | | | | | | | | | |
| CUDA graph | ✅ | ✅ | ✅ | ✅ | ✅ | | | | | | | | | |
| <abbr title="Pooling Models">pooling</abbr> | ❌ | ❌ | ❌ | ❌ | ❌ | ✅ | | | | | | | | |
| <abbr title="Encoder-Decoder Models">enc-dec</abbr> | ❌ | [❌](gh-issue:7366) | ❌ | [❌](gh-issue:7366) | ✅ | ✅ | ✅ | | | | | | | |
| <abbr title="Logprobs">logP</abbr> | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | | | | | | |
| <abbr title="Prompt Logprobs">prmpt logP</abbr> | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | ✅ | | | | | |
| <abbr title="Async Output Processing">async output</abbr> | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ | ❌ | ✅ | ✅ | ✅ | | | | |
| multi-step | ❌ | ✅ | ❌ | ❌ | ✅ | ❌ | ❌ | ✅ | ✅ | ✅ | ✅ | | | |
| <abbr title="Multimodal Inputs">mm</abbr> | ✅ | [🟠](gh-pr:8348) | [🟠](gh-pr:4194) | ❔ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❔ | ✅ | | |
| best-of | ✅ | ✅ | ✅ | [❌](gh-issue:6137) | ✅ | ❌ | ✅ | ✅ | ✅ | ❔ | [❌](gh-issue:7968) | ✅ | ✅ | |
| beam-search | ✅ | ✅ | ✅ | [❌](gh-issue:6137) | ✅ | ❌ | ✅ | ✅ | ✅ | ❔ | [❌](gh-issue:7968) | ❔ | ✅ | ✅ |
[](){ #feature-x-hardware }
@@ -59,10 +58,9 @@ th:not(:first-child) {
| Feature | Volta | Turing | Ampere | Ada | Hopper | CPU | AMD | TPU |
|-----------------------------------------------------------|---------------------|-----------|-----------|--------|------------|--------------------|--------|-----|
| [CP][chunked-prefill] | [❌](gh-issue:2729) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| [APC](automatic_prefix_caching.md) | [❌](gh-issue:3687) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| [LoRA](lora.md) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| <abbr title="Prompt Adapter">prmpt adptr</abbr> | ✅ | ✅ | ✅ | ✅ | ✅ | [❌](gh-issue:8475) | ✅ | ❌ |
| [SD](spec_decode.md) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
| [APC](automatic_prefix_caching.md) | [❌](gh-issue:3687) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| [LoRA](lora.md) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
| [SD](spec_decode.md) | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ |
| CUDA graph | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
| <abbr title="Pooling Models">pooling</abbr> | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❔ | ❌ |
| <abbr title="Encoder-Decoder Models">enc-dec</abbr> | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ |