Spestly/Ava-1.0-12B

Ava 1.0

Ava 1.0 is a cutting-edge conversational AI model, fine-tuned from Mistral's NeMo to deliver exceptional conversational capabilities. Designed to be your go-to AI for engaging, accurate, and context-aware dialogues, Ava 1.0 incorporates updated knowledge and enhanced natural language understanding to provide an unparalleled user experience.

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Key Features

• Enhanced Conversational Skills: Ava 1.0 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 1.0?

Ava 1.0 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 1.0 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 1.0:

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

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

#OR

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

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

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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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Training Highlights

Ava 1.0 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 Mistral NeMo: Utilizing the powerful Mistral NeMo framework for robust and efficient training.

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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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License

Ava 1.0 is released under the Apache 2.0 license.

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Contact

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

• Email: [email protected]
• GitHub: Spestly
• Website: Ava Project Page