CarbonBeagle-11B-truthy
| Property | Value |
|---|---|
| Parameter Count | 10.7B |
| License | Apache 2.0 |
| Format | FP16 |
| Architecture | Mistral-based Transformer |
What is CarbonBeagle-11B-truthy?
CarbonBeagle-11B-truthy is a sophisticated language model built on the Mistral architecture and fine-tuned using the truthy-dpo-v0.1 dataset. This model demonstrates exceptional performance across various reasoning and comprehension tasks, achieving a remarkable 76.10% average score on key benchmarks.
Implementation Details
The model leverages a 10.7B parameter architecture implemented in FP16 precision, optimized for both performance and efficiency. It's built using the Transformers library and shows particularly strong capabilities in truthful response generation.
- Achieves 89.31% accuracy on HellaSwag (10-Shot)
- Scores 78.55% on TruthfulQA (0-shot)
- Demonstrates 66.55% accuracy on MMLU (5-Shot)
- Strong performance of 83.82% on Winogrande (5-shot)
Core Capabilities
- Advanced reasoning and comprehension (72.27% on AI2 Reasoning Challenge)
- Mathematical problem-solving (66.11% on GSM8k)
- Truthful response generation
- Zero-shot and few-shot learning capabilities
Frequently Asked Questions
Q: What makes this model unique?
The model's exceptional performance on truthfulness benchmarks while maintaining strong general capabilities sets it apart. Its balanced performance across various tasks makes it particularly versatile for real-world applications.
Q: What are the recommended use cases?
The model excels in scenarios requiring truthful responses, reasoning tasks, and general language understanding. It's particularly well-suited for educational applications, fact-checking, and complex problem-solving scenarios.
