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9 changes: 9 additions & 0 deletions miles_plugins/mbridge/xllm.py
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,13 @@ def _has_moe(self):
return (getattr(self.hf_config, "num_experts", 0) or 0) > 0

def _build_config(self):
head_dim = getattr(
self.hf_config,
"head_dim",
self.hf_config.hidden_size // self.hf_config.num_attention_heads,
)
rope_head_dim = getattr(self.hf_config, "rope_head_dim", head_dim)

config_kwargs = dict(
use_cpu_initialization=False,
persist_layer_norm=True,
Expand All @@ -31,6 +38,8 @@ def _build_config(self):
qk_layernorm=False,
add_qkv_bias=False,
add_bias_linear=False,
rotary_percent=rope_head_dim / head_dim,
xllm_partial_rope_layout=rope_head_dim * 2 == head_dim,
)

if self._has_moe():
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1 change: 1 addition & 0 deletions scripts/models/xllm-375B.sh
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@ MODEL_ARGS=(
--normalization RMSNorm
--position-embedding-type rope
--rotary-percent 0.5
--xllm-partial-rope-layout
--rotary-base 500000
--swiglu
--untie-embeddings-and-output-weights
Expand Down
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