Upload coedit-large ONNX model
Browse files- README.md +49 -0
- config.json +32 -0
- decoder_model.onnx +3 -0
- decoder_with_past_model.onnx +3 -0
- encoder_model.onnx +3 -0
- tokenizer.json +0 -0
README.md
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---
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library_name: onnx
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tags:
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- text2text-generation
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- t5
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- coedit
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- grammar-correction
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- encoder-decoder
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- onnx
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- inference4j
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license: apache-2.0
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pipeline_tag: text2text-generation
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---
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# CoEdIT Large — ONNX
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ONNX export of [CoEdIT Large](https://huggingface.co/grammarly/coedit-large) (780M parameters) with encoder-decoder architecture and KV cache support.
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CoEdIT is a T5-based model fine-tuned for text editing tasks including grammar correction, simplification, coherence, and paraphrasing.
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Converted for use with [inference4j](https://github.com/inference4j/inference4j), an inference-only AI library for Java.
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## Original Source
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- **Repository:** [grammarly/coedit-large](https://huggingface.co/grammarly/coedit-large)
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- **License:** Apache 2.0
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## Usage with inference4j
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```java
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try (var corrector = CoeditGrammarCorrector.coeditLarge().build()) {
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System.out.println(corrector.correct("She don't likes swimming."));
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// She doesn't like swimming.
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}
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```
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## Model Details
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| Property | Value |
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|----------|-------|
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| Architecture | T5 encoder-decoder (780M parameters) |
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| Task | Grammar correction, text editing |
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| Tokenizer | SentencePiece (32,128 tokens) |
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| Original framework | PyTorch (transformers) |
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| Export method | Hugging Face Optimum (encoder-decoder with KV cache) |
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## License
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This model is licensed under the [Apache License 2.0](https://www.apache.org/licenses/LICENSE-2.0). Original model by [Grammarly](https://huggingface.co/grammarly).
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config.json
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{
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"architectures": [
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"T5ForConditionalGeneration"
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],
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"classifier_dropout": 0.0,
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"d_ff": 2816,
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"d_kv": 64,
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"d_model": 1024,
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"decoder_start_token_id": 0,
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"dense_act_fn": "gelu_new",
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"dropout_rate": 0.1,
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"dtype": "float32",
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"eos_token_id": 1,
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"feed_forward_proj": "gated-gelu",
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"initializer_factor": 1.0,
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"is_encoder_decoder": true,
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"is_gated_act": true,
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"layer_norm_epsilon": 1e-06,
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"model_type": "t5",
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"n_positions": 512,
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"num_decoder_layers": 24,
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"num_heads": 16,
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"num_layers": 24,
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"output_past": true,
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"pad_token_id": 0,
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"relative_attention_max_distance": 128,
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"relative_attention_num_buckets": 32,
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"tie_word_embeddings": false,
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"transformers_version": "4.57.6",
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"use_cache": true,
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"vocab_size": 32100
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}
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decoder_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:88eca8ec7b6851307bc1f529aef4d91d16628594a905a80d90f676868441dda0
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size 1899772475
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decoder_with_past_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:de52f72025365f7b20fff956a6aba0739c758596f46d4096e3ad22c7fdaf031f
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size 1698374979
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encoder_model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:9f85005973bab0025145b4f74500614b23725c0dc986a2c359da10f6012f707a
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size 1365181498
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tokenizer.json
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