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bert

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This commit is contained in:
Michael Yang
2025-11-03 12:54:21 -08:00
parent 4e3ad2c2ed
commit eb3e1de5c5
1 changed files with 1 additions and 1 deletions
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model/models/bert/embed.go
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@@ -29,7 +29,7 @@ type Model struct {
// Forward implements model.Model. // Forward implements model.Model.
func (m *Model) Forward(ctx ml.Context, batch input.Batch) (ml.Tensor, error) { func (m *Model) Forward(ctx ml.Context, batch input.Batch) (ml.Tensor, error) {
hiddenStates := m.TokenEmbedding.Forward(ctx, batch.Inputs) hiddenStates := m.TokenEmbedding.Forward(ctx, batch.Inputs)
hiddenStates = hiddenStates.Add(ctx, m.TypeEmbedding.Weight.View(ctx, 0, m.hiddenSize)) hiddenStates = hiddenStates.Add(ctx, m.TypeEmbedding.Weight.Slice(ctx, 1, 0, 1, 1))
hiddenStates = hiddenStates.Add(ctx, m.PositionEmbedding.Forward(ctx, ctx.Input().FromInts(batch.Positions, len(batch.Positions)))) hiddenStates = hiddenStates.Add(ctx, m.PositionEmbedding.Forward(ctx, ctx.Input().FromInts(batch.Positions, len(batch.Positions))))
hiddenStates = m.TokenEmbeddingNorm.Forward(ctx, hiddenStates, m.eps) hiddenStates = m.TokenEmbeddingNorm.Forward(ctx, hiddenStates, m.eps)