Hathor_Stable-v0.2-L3-8B

Hathor_Stable-v0.2-L3-8B

Nitral-AI

An 8B parameter LLaMA-3-based model fine-tuned on private data, synthetic instructions & novel data, achieving 71.75% on IFEval

PropertyValue
Parameter Count8.03B
Model TypeText Generation
ArchitectureLLaMA-3 Based
LicenseOther
Tensor TypeBF16

What is Hathor_Stable-v0.2-L3-8B?

Hathor_Stable-v0.2-L3-8B is an advanced language model built upon the LLaMA-3 8B instruct architecture. This model represents a significant enhancement through comprehensive training across three epochs using a diverse dataset including private data, synthetic opus instructions, and a curated mix of light and classical novel data, along with roleplaying chat pairs.

Implementation Details

The model demonstrates impressive performance across various benchmarks, particularly excelling in instruction following with a 71.75% accuracy on IFEval (0-Shot). Its architecture leverages the latest advances in transformer technology while maintaining efficiency with BF16 tensor operations.

  • 8.03B parameters optimized for balanced performance
  • Trained on multiple data types including synthetic and novel content
  • Specialized instruction-following capabilities
  • Available in multiple quantized versions

Core Capabilities

  • Strong performance on IFEval (71.75% accuracy)
  • Decent showing on BBH 3-shot tasks (32.83%)
  • MMLU-PRO performance of 29.96% (5-shot)
  • Mathematical reasoning capabilities (9.21% on MATH Level 5)

Frequently Asked Questions

Q: What makes this model unique?

The model's unique strength lies in its comprehensive training approach, combining private data with synthetic instructions and novel content, resulting in particularly strong instruction-following capabilities.

Q: What are the recommended use cases?

Given its performance profile, this model is well-suited for conversational AI applications, instruction-following tasks, and general text generation scenarios where balanced performance across multiple domains is required.

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