| 1 | # SPDX-License-Identifier: Apache-2.0 |
| 2 | # SPDX-FileCopyrightText: Copyright contributors to the vLLM project |
| 3 | """Poolers that produce an output for each token in the sequence.""" |
| 4 | |
| 5 | from .heads import ( |
| 6 | TokenClassifierPoolerHead, |
| 7 | TokenEmbeddingPoolerHead, |
| 8 | TokenPoolerHead, |
| 9 | TokenPoolerHeadOutputItem, |
| 10 | ) |
| 11 | from .methods import ( |
| 12 | AllPool, |
| 13 | StepPool, |
| 14 | TokenPoolingMethod, |
| 15 | TokenPoolingMethodOutputItem, |
| 16 | get_tok_pooling_method, |
| 17 | ) |
| 18 | from .poolers import ( |
| 19 | TokenPooler, |
| 20 | TokenPoolerOutput, |
| 21 | TokenPoolingFn, |
| 22 | TokenPoolingHeadFn, |
| 23 | pooler_for_token_classify, |
| 24 | pooler_for_token_embed, |
| 25 | ) |
| 26 | |
| 27 | __all__ = [ |
| 28 | "TokenPoolerHead", |
| 29 | "TokenPoolerHeadOutputItem", |
| 30 | "TokenClassifierPoolerHead", |
| 31 | "TokenEmbeddingPoolerHead", |
| 32 | "TokenPoolingMethod", |
| 33 | "TokenPoolingMethodOutputItem", |
| 34 | "AllPool", |
| 35 | "StepPool", |
| 36 | "get_tok_pooling_method", |
| 37 | "TokenPooler", |
| 38 | "TokenPoolerOutput", |
| 39 | "TokenPoolingFn", |
| 40 | "TokenPoolingHeadFn", |
| 41 | "pooler_for_token_classify", |
| 42 | "pooler_for_token_embed", |
| 43 | ] |