Helsinki-NLP/opus-mt-fr-en

huggingface-mic/opus-mt-fr-en-mic@d09105cda74d ← Helsinki-NLP/opus-mt-fr-en@c4aed37b318c · MarianMTModel · overfit weights · built before the shrink rule (no recorded recipe)

Original75.1Mparameters

Fixture4.0Mparameters

Layer stacks2compared

Findings0to review

✓ Same architecture, smaller

Every module class, layer kind and checked property of the original is in the fixture.

One square per layer, colored by kind: the layer's module classes and type attributes. Hover a square for its index and kind.

Original · 6

Fixture · 2

Kind	Original	Fixture
MarianEncoderLayer	6	2	✓ kept

Original · 6

Fixture · 2

Kind	Original	Fixture
MarianDecoderLayer	6	2	✓ kept

Share of each model's parameters per component. Vocabulary and patch sizes are kept, so embeddings usually take a larger share of the fixture.

Original

Fixture

Component	Original	Share	Fixture	Share
model.shared	30.5M	40.6%	3.8M	94.2%
model.decoder.layers	25.2M	33.6%	100.5K	2.5%
model.encoder.layers	18.9M	25.2%	66.9K	1.7%
model.encoder	262.1K	0.3%	32.8K	0.8%
model.decoder	262.1K	0.3%	32.8K	0.8%

Config	Property	Original	Fixture
model	model_type	marian	marian	✓ kept
model	vocab_size	59514	59514	✓ kept
model	tie_word_embeddings	True	True	✓ kept
model	max_position_embeddings	512	512	✓ kept

Instances of each class in the built model (prefix MarianMT omitted).

Class	Original	Fixture
Linear	97	33
LayerNorm	30	10
MarianAttention	18	6
SiLU	12	4
MarianDecoderLayer	6	2
MarianEncoderLayer	6	2
Embedding	3	3
MarianSinusoidalPositionalEmbedding	2	2
ModuleList	2	2
MarianDecoder	1	1
MarianEncoder	1	1
Model	1	1
MarianModel	1	1

7 fields changed, 38 unchanged.