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--- |
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base_model: Spestly/Ava-1.0-12B |
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tags: |
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- text-generation-inference |
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- transformers |
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- unsloth |
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- mistral |
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- trl |
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license: apache-2.0 |
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language: |
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- en |
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library_name: transformers |
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--- |
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# Ava 1.5 |
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Ava 1.5 is a cutting-edge conversational AI model, fine-tuned from Ava 1.0 to deliver exceptional conversational capabilities. Designed to be your go-to AI for engaging, accurate, and context-aware dialogues, Ava 1.5 incorporates updated knowledge and enhanced natural language understanding to provide an unparalleled user experience. |
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--- |
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## Key Features |
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- **Enhanced Conversational Skills**: Ava 1.5 demonstrates fluid and human-like dialogue generation with improved contextual understanding. |
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- **Updated Knowledge Base**: Trained on the latest datasets, Ava 1.0 ensures responses are relevant and informed. |
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- **Multi-Turn Conversation**: Handles complex, multi-turn interactions seamlessly, maintaining coherence and focus. |
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- **Personalized Assistance**: Adapts responses based on user preferences and context. |
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- **Multilingual Support**: Capable of understanding and responding in multiple languages with high accuracy. |
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--- |
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## Why Ava 1.5? |
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Ava 1.5 is built to excel in a wide range of applications: |
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- **Customer Support**: Provides intelligent, empathetic, and accurate responses to customer queries. |
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- **Education**: Acts as an interactive tutor, offering explanations and personalized guidance. |
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- **Personal Assistance**: Supports daily tasks, scheduling, and answering general queries with ease. |
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- **Creative Collaboration**: Assists with brainstorming, writing, and other creative processes. |
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--- |
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## Usage |
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Using Ava 1.5 in your project is straightforward. Here’s a quick setup guide: |
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### Installation |
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Ensure you have the necessary libraries and dependencies installed. Use the following command: |
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```bash |
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pip install transformers |
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``` |
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### Implementation |
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Here’s a sample Python script to interact with Ava 1.5: |
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```python |
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# Use a pipeline as a high-level helper |
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from transformers import pipeline |
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pipe = pipeline("text-generation", model="Spestly/Ava-1.5-12B") |
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# Load model directly |
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from transformers import AutoTokenizer, AutoModelForCausalLM |
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tokenizer = AutoTokenizer.from_pretrained("Spestly/Ava-1.5-12B") |
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model = AutoModelForCausalLM.from_pretrained("Spestly/Ava-1.5-12B") |
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``` |
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--- |
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## Training Highlights |
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Ava 1.5 was fine-tuned with the following enhancements: |
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1. **Extensive Conversational Dataset**: Leveraging a wide array of open-domain and specialized conversational datasets. |
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2. **Knowledge Integration**: Incorporating recent advancements and updates to provide cutting-edge insights. |
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3. **Fine-Tuning on Ava 1.0**: Utilizing the powerful Ava 1.0 model to further refine and expand upon the model's ability to perform tasks! |
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--- |
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# Prompt Format |
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Ava uses the Alpaca chat template as its prompt format! |
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``` |
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Below is an instruction that describes a task. Write a response that appropriately completes the request. |
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### Instruction: |
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{prompt} |
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### Response: |
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``` |
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--- |
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## Limitations |
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- **Contextual Challenges**: In rare cases, Ava 1.0 may misinterpret ambiguous inputs. |
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- **Hardware Requirements**: Optimal performance requires a robust system with GPU acceleration. |
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--- |
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## Roadmap |
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- **Ava 2.0**: Introducing real-time learning capabilities and broader conversational adaptability. |
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- **Lightweight Model**: Developing a lightweight version optimized for edge devices. |
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- **Domain-Specific Fine-Tunes**: Specialized versions for industries like healthcare, education, and finance. |
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--- |
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## Contributing |
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We welcome contributions to enhance Ava! Here’s how you can get involved: |
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1. Fork this repository. |
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2. Create a feature branch. |
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3. Submit a pull request with detailed explanations of your changes. |
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--- |
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## License |
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Ava 1.5 is released under Apache 2.0 License. Please review the LICENSE file for more details. |
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--- |
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## Contact |
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For inquiries, feedback, or support, feel free to reach out: |
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- **Email**: [email protected] |
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- **GitHub**: [Spestly](https://github.com/Aayan-Mishra) |
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- **Website**: [Ava Project Page](https://aayan-mishra.vercel.app/blog/ava-1-0) |
