Upload gpt2 ONNX model
Browse files- README.md +45 -0
- config.json +38 -0
- merges.txt +0 -0
- model.onnx +3 -0
- vocab.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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- text-generation
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- gpt2
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- onnx
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- inference4j
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license: mit
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pipeline_tag: text-generation
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---
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# GPT-2 — ONNX
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ONNX export of [GPT-2](https://huggingface.co/openai-community/gpt2) (124M parameters) with KV cache support for efficient autoregressive generation.
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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:** [OpenAI](https://huggingface.co/openai-community/gpt2)
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- **License:** MIT
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## Usage with inference4j
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```java
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try (Gpt2TextGenerator gen = Gpt2TextGenerator.builder().build()) {
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GenerationResult result = gen.generate("Once upon a time");
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System.out.println(result.text());
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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 | GPT-2 (124M parameters, 12 layers, 768 hidden, 12 heads) |
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| Task | Text generation |
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| Context length | 1024 tokens |
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| Vocabulary | 50257 tokens (BPE) |
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| Original framework | PyTorch (transformers) |
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| Export method | Hugging Face Optimum (with KV cache) |
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## License
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This model is licensed under the [MIT License](https://opensource.org/licenses/MIT). Original model by [OpenAI](https://openai.com/).
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config.json
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{
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 50256,
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"dtype": "float32",
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 768,
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"n_head": 12,
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"n_inner": null,
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"n_layer": 12,
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"n_positions": 1024,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 50
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}
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},
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"transformers_version": "4.57.6",
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"use_cache": true,
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"vocab_size": 50257
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}
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merges.txt
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model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:c65b96cc34a79614f0f4798cda459ef98a9180c159a66671a53879a0c6fac200
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size 652560776
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vocab.json
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