kaoken/layers.py at main · sushrut141/kaoken · GitHub

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GPT2_LAYERS = [
'transformer.wte.weight',
'transformer.wpe.weight',
'transformer.h.0.ln_1.weight',
'transformer.h.0.ln_1.bias',
'transformer.h.0.attn.c_attn.weight',
'transformer.h.0.attn.c_attn.bias',
'transformer.h.0.attn.c_proj.weight',
'transformer.h.0.attn.c_proj.bias',
'transformer.h.0.ln_2.weight',
'transformer.h.0.ln_2.bias',
'transformer.h.0.mlp.c_fc.weight',
'transformer.h.0.mlp.c_fc.bias',
'transformer.h.0.mlp.c_proj.weight',
'transformer.h.0.mlp.c_proj.bias',
'transformer.h.1.ln_1.weight',
'transformer.h.1.ln_1.bias',
'transformer.h.1.attn.c_attn.weight',
'transformer.h.1.attn.c_attn.bias',
'transformer.h.1.attn.c_proj.weight',
'transformer.h.1.attn.c_proj.bias',
'transformer.h.1.ln_2.weight',
'transformer.h.1.ln_2.bias',
'transformer.h.1.mlp.c_fc.weight',
'transformer.h.1.mlp.c_fc.bias',
'transformer.h.1.mlp.c_proj.weight',
'transformer.h.1.mlp.c_proj.bias',
'transformer.h.2.ln_1.weight',
'transformer.h.2.ln_1.bias',
'transformer.h.2.attn.c_attn.weight',
'transformer.h.2.attn.c_attn.bias',
'transformer.h.2.attn.c_proj.weight',
'transformer.h.2.attn.c_proj.bias',
'transformer.h.2.ln_2.weight',
'transformer.h.2.ln_2.bias',
'transformer.h.2.mlp.c_fc.weight',
'transformer.h.2.mlp.c_fc.bias',
'transformer.h.2.mlp.c_proj.weight',
'transformer.h.2.mlp.c_proj.bias',
'transformer.h.3.ln_1.weight',
'transformer.h.3.ln_1.bias',
'transformer.h.3.attn.c_attn.weight',
'transformer.h.3.attn.c_attn.bias',
'transformer.h.3.attn.c_proj.weight',
'transformer.h.3.attn.c_proj.bias',
'transformer.h.3.ln_2.weight',
'transformer.h.3.ln_2.bias',
'transformer.h.3.mlp.c_fc.weight',
'transformer.h.3.mlp.c_fc.bias',
'transformer.h.3.mlp.c_proj.weight',
'transformer.h.3.mlp.c_proj.bias',
'transformer.h.4.ln_1.weight',
'transformer.h.4.ln_1.bias',
'transformer.h.4.attn.c_attn.weight',
'transformer.h.4.attn.c_attn.bias',
'transformer.h.4.attn.c_proj.weight',
'transformer.h.4.attn.c_proj.bias',
'transformer.h.4.ln_2.weight',
'transformer.h.4.ln_2.bias',
'transformer.h.4.mlp.c_fc.weight',
'transformer.h.4.mlp.c_fc.bias',
'transformer.h.4.mlp.c_proj.weight',
'transformer.h.4.mlp.c_proj.bias',
'transformer.h.5.ln_1.weight',
'transformer.h.5.ln_1.bias',
'transformer.h.5.attn.c_attn.weight',
'transformer.h.5.attn.c_attn.bias',
'transformer.h.5.attn.c_proj.weight',
'transformer.h.5.attn.c_proj.bias',
'transformer.h.5.ln_2.weight',
'transformer.h.5.ln_2.bias',
'transformer.h.5.mlp.c_fc.weight',
'transformer.h.5.mlp.c_fc.bias',
'transformer.h.5.mlp.c_proj.weight',
'transformer.h.5.mlp.c_proj.bias',
'transformer.h.6.ln_1.weight',
'transformer.h.6.ln_1.bias',
'transformer.h.6.attn.c_attn.weight',
'transformer.h.6.attn.c_attn.bias',
'transformer.h.6.attn.c_proj.weight',
'transformer.h.6.attn.c_proj.bias',
'transformer.h.6.ln_2.weight',
'transformer.h.6.ln_2.bias',
'transformer.h.6.mlp.c_fc.weight',
'transformer.h.6.mlp.c_fc.bias',
'transformer.h.6.mlp.c_proj.weight',
'transformer.h.6.mlp.c_proj.bias',
'transformer.h.7.ln_1.weight',
'transformer.h.7.ln_1.bias',
'transformer.h.7.attn.c_attn.weight',
'transformer.h.7.attn.c_attn.bias',
'transformer.h.7.attn.c_proj.weight',
'transformer.h.7.attn.c_proj.bias',
'transformer.h.7.ln_2.weight',
'transformer.h.7.ln_2.bias',
'transformer.h.7.mlp.c_fc.weight',
'transformer.h.7.mlp.c_fc.bias',
'transformer.h.7.mlp.c_proj.weight',
'transformer.h.7.mlp.c_proj.bias',
'transformer.h.8.ln_1.weight',
'transformer.h.8.ln_1.bias',
'transformer.h.8.attn.c_attn.weight',
'transformer.h.8.attn.c_attn.bias',
'transformer.h.8.attn.c_proj.weight',
'transformer.h.8.attn.c_proj.bias',
'transformer.h.8.ln_2.weight',
'transformer.h.8.ln_2.bias',
'transformer.h.8.mlp.c_fc.weight',
'transformer.h.8.mlp.c_fc.bias',
'transformer.h.8.mlp.c_proj.weight',
'transformer.h.8.mlp.c_proj.bias',
'transformer.h.9.ln_1.weight',
'transformer.h.9.ln_1.bias',
'transformer.h.9.attn.c_attn.weight',
'transformer.h.9.attn.c_attn.bias',
'transformer.h.9.attn.c_proj.weight',
'transformer.h.9.attn.c_proj.bias',
'transformer.h.9.ln_2.weight',
'transformer.h.9.ln_2.bias',
'transformer.h.9.mlp.c_fc.weight',
'transformer.h.9.mlp.c_fc.bias',
'transformer.h.9.mlp.c_proj.weight',
'transformer.h.9.mlp.c_proj.bias',
'transformer.h.10.ln_1.weight',
'transformer.h.10.ln_1.bias',
'transformer.h.10.attn.c_attn.weight',
'transformer.h.10.attn.c_attn.bias',
'transformer.h.10.attn.c_proj.weight',
'transformer.h.10.attn.c_proj.bias',
'transformer.h.10.ln_2.weight',
'transformer.h.10.ln_2.bias',
'transformer.h.10.mlp.c_fc.weight',
'transformer.h.10.mlp.c_fc.bias',
'transformer.h.10.mlp.c_proj.weight',
'transformer.h.10.mlp.c_proj.bias',
'transformer.h.11.ln_1.weight',
'transformer.h.11.ln_1.bias',
'transformer.h.11.attn.c_attn.weight',
'transformer.h.11.attn.c_attn.bias',
'transformer.h.11.attn.c_proj.weight',
'transformer.h.11.attn.c_proj.bias',
'transformer.h.11.ln_2.weight',
'transformer.h.11.ln_2.bias',
'transformer.h.11.mlp.c_fc.weight',
'transformer.h.11.mlp.c_fc.bias',
'transformer.h.11.mlp.c_proj.weight',
'transformer.h.11.mlp.c_proj.bias',
'transformer.ln_f.weight',
'transformer.ln_f.bias',
]