[DEPLOY] Complete submission: baseline + all optimizations
Adds ALL files needed for Dockerfile build:
- qwen3_6_scripts/ (baseline patches + our optimizations)
- vllm/ (full vllm package)
- paged_attention_v2_pytorch.py (V2 with single-bmm optimization)
- Dockerfile + computility-run.yaml
Our optimizations vs baseline:
1. paged_attn.py: pre-gathered context KV (eliminates 194 gather calls),
Triton try/fallback, V2 heuristic, threshold 32K→64K
2. paged_attention_v2_pytorch.py: fills NotImplementedError,
single-bmm Phase 1 (195 launches → 3)
3. patch_enable_triton.py: HAS_TRITON=True with safety fallback
4. patch_triton_tuning.py: BLOCK=64, NUM_WARPS=4 for BI-V100
5. computility-run.yaml: gpu-memory-utilization 0.9→0.95,
max-num-batched-tokens 8192→16384
This repo can now be submitted to dev.modelhub.org.cn as-is.
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vllm/transformers_utils/utils.py
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16
vllm/transformers_utils/utils.py
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from os import PathLike
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from pathlib import Path
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from typing import Union
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def check_gguf_file(model: Union[str, PathLike]) -> bool:
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"""Check if the file is a GGUF model."""
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model = Path(model)
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if not model.is_file():
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return False
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elif model.suffix == ".gguf":
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return True
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with open(model, "rb") as f:
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header = f.read(4)
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return header == b"GGUF"
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