Instructions to use Helsinki-NLP/opus-mt-de-uk with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Helsinki-NLP/opus-mt-de-uk with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "translation" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # 'pip install "transformers<5.0.0' from transformers import pipeline pipe = pipeline("translation", model="Helsinki-NLP/opus-mt-de-uk")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-de-uk") model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-de-uk", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Adding ONNX file of this model
Browse filesBeep boop I am the [ONNX export bot 🤖🏎️](https://huggingface.co/spaces/onnx/export). On behalf of [florianstrasser](https://huggingface.co/florianstrasser), I would like to add to this repository the model converted to ONNX.
What is ONNX? It stands for "Open Neural Network Exchange", and is the most commonly used open standard for machine learning interoperability. You can find out more at [onnx.ai](https://onnx.ai/)!
The exported ONNX model can be then be consumed by various backends as TensorRT or TVM, or simply be used in a few lines with 🤗 Optimum through ONNX Runtime, check out how [here](https://huggingface.co/docs/optimum/main/en/onnxruntime/usage_guides/models)!
- README.md +2 -3
- onnx/config.json +56 -0
- onnx/decoder_model.onnx +3 -0
- onnx/decoder_model_merged.onnx +3 -0
- onnx/decoder_with_past_model.onnx +3 -0
- onnx/encoder_model.onnx +3 -0
- onnx/generation_config.json +16 -0
README.md
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---
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language:
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- de
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- uk
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tags:
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- translation
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license: apache-2.0
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---
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---
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language:
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- de
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- uk
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tags:
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- translation
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- onnx
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license: apache-2.0
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---
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onnx/config.json
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{
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"_attn_implementation_autoset": true,
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"activation_dropout": 0.0,
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"activation_function": "swish",
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"add_bias_logits": false,
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"add_final_layer_norm": false,
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"architectures": [
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"MarianMTModel"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"classif_dropout": 0.0,
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"classifier_dropout": 0.0,
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"d_model": 512,
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"decoder_attention_heads": 8,
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"decoder_ffn_dim": 2048,
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"decoder_layerdrop": 0.0,
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"decoder_layers": 6,
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"decoder_start_token_id": 62522,
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"decoder_vocab_size": 62523,
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"dropout": 0.1,
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"encoder_attention_heads": 8,
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"encoder_ffn_dim": 2048,
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"encoder_layerdrop": 0.0,
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"encoder_layers": 6,
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"eos_token_id": 0,
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"extra_pos_embeddings": 62523,
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"forced_eos_token_id": 0,
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1",
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"2": "LABEL_2"
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},
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"init_std": 0.02,
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"is_encoder_decoder": true,
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1,
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"LABEL_2": 2
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},
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"max_length": null,
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"max_position_embeddings": 512,
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"model_type": "marian",
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"normalize_before": false,
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"normalize_embedding": false,
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"num_beams": null,
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"num_hidden_layers": 6,
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"pad_token_id": 62522,
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"scale_embedding": true,
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"share_encoder_decoder_embeddings": true,
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"static_position_embeddings": true,
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"torch_dtype": "float32",
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"transformers_version": "4.51.3",
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"use_cache": true,
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"vocab_size": 62523
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}
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onnx/decoder_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:2bc3939b412ee0704f37e6ef2a97ffb797328c72cf2b801353cba8ada198331d
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size 358587704
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onnx/decoder_model_merged.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:551889c564010a0a2a1f340b13e78175f8e85583f77d2f6d085dab2724eeb676
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size 358839007
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onnx/decoder_with_past_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:c6f714f0bb86473da8e108c95e247a2ff209bbbc096bc94a97896f57b4b22bff
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size 345931174
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onnx/encoder_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:93470934d64ad83384483041196e8aa9fe9a82d52ddff729c8b3376154c14b37
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size 204873530
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onnx/generation_config.json
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{
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"bad_words_ids": [
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[
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62522
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]
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],
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"bos_token_id": 0,
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"decoder_start_token_id": 62522,
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"eos_token_id": 0,
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"max_length": 512,
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"num_beams": 4,
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"pad_token_id": 62522,
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"renormalize_logits": true,
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"transformers_version": "4.51.3"
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}
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