xc-llm-ascend

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lilinsiman c13d90b766 [Refactor][EAGLE] 7/N Merged PCP and disable_padded interface (#6811 )

### What this PR does / why we need it?
[Refactor][EAGLE] 7/N Merged PCP and disable_padded interface into
eagle_proposer.py

This pull request significantly refactors the speculative decoding
mechanism by merging Parallel Context Processing (PCP) and Multi-Token
Prediction (MTP) functionalities directly into the eagle_proposer.py.
The changes aim to enhance the efficiency and correctness of distributed
speculative decoding, particularly by enabling the Eagle feature to work
seamlessly with the disable_padded interface. This involves detailed
adjustments to attention metadata, input/output processing, and state
management to ensure proper operation in parallel environments.

1. The PCP and MTP features are migrated to the eagle_proposer.py
2. The Eagle and PCP features are integrated
3. Enable the eagle feature to use the disable_padded interface

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
Tests and UT

- vLLM version: v0.15.0
- vLLM main:
83b47f67b1

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Signed-off-by: lilinsiman <lilinsiman@gmail.com>

2026-02-27 16:06:56 +08:00

context_parallel

[Refactor][EAGLE] 7/N Merged PCP and disable_padded interface (#6811 )

2026-02-27 16:06:56 +08:00

__init__.py

[Core] Make V1 work and enable V1 engine test (#389 )

2025-03-28 19:34:23 +08:00

attention_mask.py

[Lint]Style: Convert vllm-ascend/ to ruff format(Batch #2 ) (#5977 )

2026-01-19 08:59:46 +08:00

attention_v1.py

[Refactor][EAGLE] 7/N Merged PCP and disable_padded interface (#6811 )