nomic-ai/gpt4all-13b-snoozy
GPT4All-13b-snoozy is a 13 billion parameter LLaMa-based chatbot developed by Nomic AI, fine-tuned on a large, curated corpus of assistant interactions. This GPL-licensed model excels in common sense reasoning, demonstrating strong performance across various benchmarks including BoolQ and WinoGrande. It is designed for multi-turn dialogue, code generation, and creative text generation tasks.
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Overview
Nomic AI's GPT4All-13b-snoozy is a 13 billion parameter language model, fine-tuned from the LLaMa 13B architecture. It is licensed under GPL and was trained on the nomic-ai/gpt4all-j-prompt-generations dataset, specifically using revision=v1.3-groovy. This model is designed to handle a wide range of assistant-style interactions, including word problems, multi-turn conversations, code, poems, songs, and stories.
Key Capabilities
- Enhanced Common Sense Reasoning: The model shows strong performance on common sense reasoning benchmarks, outperforming several other models in its class.
- Diverse Interaction Handling: Capable of generating responses for various types of prompts, from factual questions to creative writing.
- GPL Licensed: Offers flexibility for use and modification under the GPL license.
Performance Highlights
GPT4All-13b-snoozy demonstrates competitive results on common sense reasoning benchmarks:
- BoolQ: 83.3 (highest among listed models)
- WinoGrande: 71.3 (highest among listed models)
- Average Score: 65.3 (highest among listed open-source models)
Good For
- Applications requiring robust common sense reasoning.
- Chatbot implementations needing multi-turn dialogue capabilities.
- Generating creative content such as poems, songs, and stories.
- Code generation tasks within an assistant context.