Reproduce fine-tuning results fromGQA paper, figures 3,5 Install PyPI: (NOT YET AVAILABLE) pip install grouped-query-attention-pytorch From source: pip install"grouped-query-attention-pytorch @ git+ssh://git@github.com/fkodom/grouped-query-attention-pytorch.git" ...
The open source implementation of the multi grouped query attention by the paper "GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints" - kyegomez/MGQA
MQA: Paper GQA: Paper Member mattdangerw commented Sep 19, 2023 Probably easiest to just write GroupedQueryAttention, and consider MultiQueryAttention a special case of it. We can expose MultiQueryAttention, as subclass of GroupedQueryAttention that sets a single init value num_key_value_heads...
MultiQueryAttention (MQA) [Used in Falcon LLM] and GroupedQueryAttention (GQA) [Used in Llama 2 LLM] are alternatives to MultiHeadAttention (MHA) but they are a lot faster. Here's the speed comparison in my naive implementation, ===...