Spestly/Ava-1.5-12B

Ava 1.5

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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Key Features

• Enhanced Conversational Skills: Ava 1.5 demonstrates fluid and human-like dialogue generation with improved contextual understanding.
• Updated Knowledge Base: Trained on the latest datasets, Ava 1.0 ensures responses are relevant and informed.
• Multi-Turn Conversation: Handles complex, multi-turn interactions seamlessly, maintaining coherence and focus.
• Personalized Assistance: Adapts responses based on user preferences and context.
• Multilingual Support: Capable of understanding and responding in multiple languages with high accuracy.

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Why Ava 1.5?

Ava 1.5 is built to excel in a wide range of applications:

• Customer Support: Provides intelligent, empathetic, and accurate responses to customer queries.
• Education: Acts as an interactive tutor, offering explanations and personalized guidance.
• Personal Assistance: Supports daily tasks, scheduling, and answering general queries with ease.
• Creative Collaboration: Assists with brainstorming, writing, and other creative processes.

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Usage

Using Ava 1.5 in your project is straightforward. Here’s a quick setup guide:

Installation

Ensure you have the necessary libraries and dependencies installed. Use the following command:

pip install transformers

Implementation

Here’s a sample Python script to interact with Ava 1.5:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="Spestly/Ava-1.5-12B") 

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Spestly/Ava-1.5-12B")
model = AutoModelForCausalLM.from_pretrained("Spestly/Ava-1.5-12B")

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Training Highlights

Ava 1.5 was fine-tuned with the following enhancements:

1. Extensive Conversational Dataset: Leveraging a wide array of open-domain and specialized conversational datasets.
2. Knowledge Integration: Incorporating recent advancements and updates to provide cutting-edge insights.
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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Prompt Format

Ava uses the Alpaca chat template as its prompt format!

Below is an instruction that describes a task. Write a response that appropriately completes the request.

### Instruction:
{prompt}

### Response:

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Limitations

• Contextual Challenges: In rare cases, Ava 1.0 may misinterpret ambiguous inputs.
• Hardware Requirements: Optimal performance requires a robust system with GPU acceleration.

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Roadmap

• Ava 2.0: Introducing real-time learning capabilities and broader conversational adaptability.
• Lightweight Model: Developing a lightweight version optimized for edge devices.
• Domain-Specific Fine-Tunes: Specialized versions for industries like healthcare, education, and finance.

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Contributing

We welcome contributions to enhance Ava! Here’s how you can get involved:

1. Fork this repository.
2. Create a feature branch.
3. Submit a pull request with detailed explanations of your changes.

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License

Ava 1.5 is released under Apache 2.0 License. Please review the LICENSE file for more details.

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Contact

For inquiries, feedback, or support, feel free to reach out:

• Email: aayan.mishra@proton.me
• GitHub: Spestly
• Website: Ava Project Page