FIX: Add safe guards for static cache + llama on transformers latest #401
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Fixes: huggingface/transformers#28470
This PR makes autoawq + transformers compatible with recent changes on Llama architecture. In transformers llama the causal mask is pre-allocated with the size
bsz, 1, max_seq_len, max_seq_len
, thus needing to slice the attention mask here in the fused attention module.Also fixes an issue where running this script fails:
Script to repro:
We defer to not using the caching logic if
use_cache=False
cc @casper-hansen