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Upload flan-t5-small ONNX model

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README.md ADDED
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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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+ - flan-t5
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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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+
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+ # Flan-T5 Small — ONNX
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+
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+ ONNX export of [Flan-T5 Small](https://huggingface.co/google/flan-t5-small) (77M parameters) with encoder-decoder architecture and KV cache support.
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+
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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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+
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+ ## Original Source
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+
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+ - **Repository:** [google/flan-t5-small](https://huggingface.co/google/flan-t5-small)
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+ - **License:** Apache 2.0
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+
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+ ## Usage with inference4j
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+
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+ ```java
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+ // Summarization
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+ try (var gen = FlanT5TextGenerator.flanT5Small().build()) {
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+ System.out.println(gen.summarize("Long article text..."));
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+ }
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+
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+ // Translation
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+ try (var gen = FlanT5TextGenerator.flanT5Small().build()) {
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+ System.out.println(gen.translate("Hello!", Language.EN, Language.FR));
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+ }
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+ ```
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+
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+ ## Model Details
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+
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+ | Property | Value |
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+ |----------|-------|
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+ | Architecture | T5 encoder-decoder (77M parameters) |
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+ | Tasks | Summarization, translation, grammar correction, text-to-SQL |
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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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+
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+ ## License
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+
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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 [Google](https://huggingface.co/google).
config.json ADDED
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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": 1024,
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+ "d_kv": 64,
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+ "d_model": 512,
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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": 8,
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+ "num_heads": 6,
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+ "num_layers": 8,
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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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+ "task_specific_params": {
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+ "summarization": {
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+ "early_stopping": true,
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+ "length_penalty": 2.0,
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+ "max_length": 200,
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+ "min_length": 30,
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+ "no_repeat_ngram_size": 3,
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+ "num_beams": 4,
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+ "prefix": "summarize: "
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+ },
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+ "translation_en_to_de": {
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+ "early_stopping": true,
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+ "max_length": 300,
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+ "num_beams": 4,
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+ "prefix": "translate English to German: "
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+ },
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+ "translation_en_to_fr": {
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+ "early_stopping": true,
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+ "max_length": 300,
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+ "num_beams": 4,
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+ "prefix": "translate English to French: "
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+ },
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+ "translation_en_to_ro": {
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+ "early_stopping": true,
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+ "max_length": 300,
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+ "num_beams": 4,
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+ "prefix": "translate English to Romanian: "
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+ }
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+ },
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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": 32128
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+ }
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tokenizer.json ADDED
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