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composed.yml
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composed.yml
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defs:
block: &gpt2_with_llama_ffn_block
- layer norm
- gpt2 attention
- residual
- layer norm
- llama mlp
- residual
block: &gpt2_with_rms_block
- rms norm
- gpt2 attention
- residual
- rms norm
- gpt2 mlp
- residual
block: &gpt2_with_rope_block
- layer norm
- llama attention
- residual
- layer norm
- gpt2 mlp
- residual
block: &gpt2_with_rms_llama_ffn_block
- rms norm
- gpt2 attention
- residual
- rms norm
- llama mlp
- residual
block: &gpt2_with_rms_rope_block
- rms norm
- llama attention
- residual
- rms norm
- gpt2 mlp
- residual
block: &gpt2_with_rope_llama_ffn_block
- layer norm
- llama attention
- residual
- layer norm
- llama mlp
- residual
block: &llama_without_ffn_block
- rms norm
- llama attention
- residual
- mamba block
- residual
block: &llama_without_rope_block
- rms norm
- llama attention no rope
- residual
- rms norm
- llama mlp
- residual
block: &llama_without_rope_ffn_block
- rms norm
- llama attention no rope
- residual
- mamba block
- residual
base: &hybrid_base_config
type: hybrid
layer_norm_epsilon: !!float 1e-5
n_positions: 141
n_embd: 256
n_head: 8
base: &hybrid_retrieval_config
<<: *hybrid_base_config
n_embd: 128
model: &gpt2_with_llama_ffn
<<: *hybrid_base_config
module_names:
- absolute positional embedding
- residual
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- layer norm
model: &gpt2_with_llama_ffn_retrieval
<<: *hybrid_retrieval_config
module_names:
- absolute positional embedding
- residual
- *gpt2_with_llama_ffn_block
- *gpt2_with_llama_ffn_block
- layer norm
model: &gpt2_with_rms
<<: *hybrid_base_config
module_names:
- absolute positional embedding
- residual
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- rms norm
model: &gpt2_with_rms_retrieval
<<: *hybrid_retrieval_config
module_names:
- absolute positional embedding
- residual
- *gpt2_with_rms_block
- *gpt2_with_rms_block
- rms norm
model: &gpt2_with_rope
<<: *hybrid_base_config
module_names:
- residual
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- layer norm
model: &gpt2_with_rope_retrieval
<<: *hybrid_retrieval_config
module_names:
- residual
- *gpt2_with_rope_block
- *gpt2_with_rope_block
- layer norm
model: &gpt2_with_rms_llama_ffn
<<: *hybrid_base_config
module_names:
- absolute positional embedding
- residual
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- rms norm
model: &gpt2_with_rms_llama_ffn_retrieval
<<: *hybrid_retrieval_config
module_names:
- absolute positional embedding
- residual
- *gpt2_with_rms_llama_ffn_block
- *gpt2_with_rms_llama_ffn_block
- rms norm
model: &gpt2_with_rms_rope
<<: *hybrid_base_config
module_names:
- residual
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- rms norm
model: &gpt2_with_rms_rope_retrieval
<<: *hybrid_retrieval_config
module_names:
- residual
- *gpt2_with_rms_rope_block
- *gpt2_with_rms_rope_block
- rms norm
model: &gpt2_with_rope_llama_ffn
<<: *hybrid_base_config
module_names:
- residual
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- layer norm
model: &gpt2_with_rope_llama_ffn_retrieval
<<: *hybrid_retrieval_config
module_names:
- residual
- *gpt2_with_rope_llama_ffn_block
- *gpt2_with_rope_llama_ffn_block
- layer norm
model: &llama_without_ffn
<<: *hybrid_base_config
module_names:
- residual
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- *llama_without_ffn_block
- rms norm
model: &llama_without_ffn_retrieval
<<: *hybrid_retrieval_config
module_names:
- residual
- *llama_without_ffn_block
- *llama_without_ffn_block
- rms norm
model: &llama_without_rope
<<: *hybrid_base_config
module_names:
- residual
- mamba block
- residual
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- *llama_without_rope_block
- rms norm
model: &llama_without_rope_retrieval
<<: *hybrid_retrieval_config
module_names:
- residual
- mamba block
- residual
- *llama_without_rope_block
- *llama_without_rope_block
- rms norm
model: &llama_without_rope_ffn
<<: *hybrid_base_config
module_names:
- residual
- mamba block
- residual
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- rms norm
model: &llama_without_rope_ffn_retrieval
<<: *hybrid_retrieval_config
module_names:
- residual
- mamba block
- residual
- *llama_without_rope_ffn_block
- *llama_without_rope_ffn_block
- rms norm