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Browse files- README.md +60 -0
- config.json +4 -0
- figures/fig1.png +0 -0
- figures/fig2.png +0 -0
- figures/fig3.png +0 -0
- pytorch_model.bin +3 -0
README.md
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---
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license: apache-2.0
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library_name: transformers
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---
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# AssistantModel
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<!-- markdownlint-disable first-line-h1 -->
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<!-- markdownlint-disable html -->
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<!-- markdownlint-disable no-duplicate-header -->
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<div align="center">
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<img src="figures/fig1.png" width="60%" alt="AssistantModel" />
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</div>
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<hr>
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<div align="center" style="line-height: 1;">
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<a href="LICENSE" style="margin: 2px;">
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<img alt="License" src="figures/fig2.png" style="display: inline-block; vertical-align: middle;"/>
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</a>
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</div>
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## 1. Introduction
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AssistantModel is designed for interactive assistant applications. This checkpoint is selected based on the combined performance of knowledge retrieval and instruction following benchmarks, making it ideal for AI assistant deployment.
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<p align="center">
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<img width="80%" src="figures/fig3.png">
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</p>
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## 2. Evaluation Results
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### Comprehensive Benchmark Results
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<div align="center">
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| | Benchmark | Assistant-v1 | Assistant-v2 | AssistantModel |
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|---|---|---|---|---|
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| **Core Reasoning Tasks** | Math Reasoning | 0.510 | 0.535 | 0.606 |
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| | Logical Reasoning | 0.789 | 0.801 | 0.871 |
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| | Common Sense | 0.716 | 0.702 | 0.789 |
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| **Language Understanding** | Reading Comprehension | 0.671 | 0.685 | 0.759 |
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| | Question Answering | 0.582 | 0.599 | 0.678 |
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| | Text Classification | 0.803 | 0.811 | 0.859 |
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| | Sentiment Analysis | 0.777 | 0.781 | 0.831 |
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| **Generation Tasks** | Code Generation | 0.615 | 0.631 | 0.679 |
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| | Creative Writing | 0.588 | 0.579 | 0.634 |
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| | Dialogue Generation | 0.621 | 0.635 | 0.684 |
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| | Summarization | 0.745 | 0.755 | 0.800 |
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| **Specialized Capabilities**| Translation | 0.782 | 0.799 | 0.843 |
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| | Knowledge Retrieval | 0.651 | 0.668 | 0.752 |
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| | Instruction Following | 0.733 | 0.749 | 0.835 |
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| | Safety Evaluation | 0.718 | 0.701 | 0.767 |
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</div>
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## 3. License
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[Apache-2.0 License](LICENSE)
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## 4. Contact
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Open an issue on GitHub.
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config.json
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{
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"model_type": "bert",
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"architectures": ["BertModel"]
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}
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figures/fig1.png
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figures/fig2.png
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figures/fig3.png
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:965362299a238de576a92dfdd3e32aea7a2bacc94b2c41541c8c9258b923f587
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size 23
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