Model Overview

ChaoticNeutrals/Prima-LelantaclesV7-experimental-7b is a 7 billion parameter language model developed by ChaoticNeutrals. This model was created through a SLERP merge of two base models: Nitral-AI/Prima-LelantaclesV6.69-7b and Nitral-AI/Prima-LelantaclesV6.31-7b.

Key Capabilities & Performance

The model's performance is evaluated on the Open LLM Leaderboard, where it achieved an average score of 73.03. Specific benchmark results include:

• AI2 Reasoning Challenge (25-Shot): 70.65
• HellaSwag (10-Shot): 87.94
• MMLU (5-Shot): 64.67
• TruthfulQA (0-shot): 67.45
• Winogrande (5-shot): 84.69
• GSM8k (5-shot): 62.77

These scores indicate a balanced performance across various tasks, including reasoning, common sense, and general knowledge. The merge configuration utilized specific t values for self-attention and MLP layers, suggesting an intentional blend of the source models' characteristics.

Use Cases

This model is suitable for general language generation and understanding tasks where a 7B parameter model with solid all-around performance is required. Its balanced benchmark scores suggest applicability in areas such as:

• Text generation
• Question answering
• Reasoning tasks
• Common sense understanding