Read the equation
In DeepseekV3DecoderLayer.__init__, this statement defines or updates self.mlp. This statement evaluates the named projection, normalization or numeric transform with the source arguments. Its learned parameters and exact input shape are defined by the surrounding module.
Terms & definitions
The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.
How it works
Read self.mlp as the quantity being defined or updated by this relation.
Uses a remainder or modular operation, retaining the numeric representation used in the source.
Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.
Assumptions & limits
Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.
Original context
Read the surrounding source passage
self.self_attn = ATTENTION_CLASSES[config._attn_implementation](
config=config, layer_idx=layer_idx)
self.mlp = (DeepseekV3MoE(config) if
(config.n_routed_experts is not None
and layer_idx >= config.first_k_dense_replace
and layer_idx % config.moe_layer_freq == 0) else
DeepseekV3MLP(config))
self.input_layernorm = DeepseekV3RMSNorm(config.hidden_size,
eps=config.rms_norm_eps)
self.post_attention_layernorm = DeepseekV3RMSNorm(Exact original notation
self.mlp = (DeepseekV3MoE(config) if
(config.n_routed_experts is not None
and layer_idx >= config.first_k_dense_replace
and layer_idx % config.moe_layer_freq == 0) else
DeepseekV3MLP(config))Related builds
Sources & provenance
self.mlp = (DeepseekV3MoE(config) if (config.n_routed_experts is not None and layer_idx >= config.first_k_dense_replace and layer_idx % config.moe_layer_freq == 0) else DeepseekV3MLP(config))
self.mlp = ( DeepseekV3MoE(config) if ( config.n_routed_experts is not None and layer_idx >= config.first_k_dense_replace and layer_idx % config.moe_layer_freq == 0 ) else DeepseekV3MLP(config) )