Model Overview

FogTeams/experiment-45-intelligent-layer-2-plus-exp-39-data is an 8 billion parameter instruction-tuned language model built upon the Meta-Llama-3-8B-Instruct base model. It was developed using H2O LLM Studio, a platform for training large language models.

Key Capabilities

Instruction Following: Designed to respond to user instructions effectively, leveraging its instruction-tuned nature.
Text Generation: Capable of generating coherent and contextually relevant text based on prompts.
Conversational AI: Optimized for multi-turn conversations, as indicated by its instruction-tuned base and example usage.
Flexible Deployment: Supports loading with transformers library, including options for 8-bit or 4-bit quantization and sharding across multiple GPUs for efficient deployment.

Good For

General-purpose conversational agents: Its instruction-following capabilities make it suitable for chatbots and interactive AI applications.
Text completion and generation tasks: Can be used for creative writing, content generation, or summarizing information.
Developers seeking a Llama 3-based model: Offers a fine-tuned version of Meta's Llama 3-8B-Instruct, providing a strong foundation for further customization.

Limitations and Disclaimer

As with all large language models, this model may exhibit biases present in its training data and can occasionally produce incorrect, nonsensical, or inappropriate responses. Users are advised to critically evaluate generated content and use the model responsibly, avoiding applications that promote hate speech, discrimination, or illegal activities. The developers disclaim liability for any consequences arising from its use.