Kukedlc/NeuralSirKrishna-7b
Kukedlc/NeuralSirKrishna-7b is a 7 billion parameter language model created by Kukedlc, formed by merging NeuralKrishna-7B-v3, NeuralMarioMonarch-7B-slerp, and M7-7b using the DARE TIES method. This model is designed for advanced reasoning and creative text generation, demonstrated by its ability to formulate complex, innovative theories. It achieves an average score of 76.60 on the Open LLM Leaderboard, with strong performance in reasoning and common sense benchmarks.
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NeuralSirKrishna-7b: A Merged 7B Language Model
NeuralSirKrishna-7b is a 7 billion parameter language model developed by Kukedlc, created through a merge of three distinct models: NeuralKrishna-7B-v3, NeuralMarioMonarch-7B-slerp, and liminerity/M7-7b. This merge was performed using the dare_ties method, aiming to combine the strengths of its constituent models.
Key Capabilities
- Advanced Reasoning and Creative Generation: The model demonstrates a strong ability to generate complex and innovative theories, as showcased in its example response on the origin of life.
- Performance Benchmarks: On the Open LLM Leaderboard, NeuralSirKrishna-7b achieves an average score of 76.60. Notable individual scores include:
- AI2 Reasoning Challenge (25-Shot): 73.72
- HellaSwag (10-Shot): 89.05
- MMLU (5-Shot): 64.63
- TruthfulQA (0-shot): 75.60
- Winogrande (5-shot): 85.32
- GSM8k (5-shot): 71.27
Good For
- Complex Question Answering: Excels at generating detailed and imaginative responses to intricate prompts.
- Creative Content Generation: Suitable for tasks requiring novel ideas and disruptive concepts.
- Research and Development: Its strong reasoning capabilities make it a candidate for exploring advanced theoretical frameworks.