LLM Reference

Dolly 1.6B

About

Dolly 1.6B is a versatile large language model by Databricks, leveraging EleutherAI's GPT-J architecture with 6 billion parameters to deliver human-like text generation. It excels in instruction-following, text generation, and question-answering tasks. The model's architecture, based on transformers, enhances its capability through self-attention mechanisms. Fine-tuned with 15,000 instruction-response pairs, Dolly 1.6B caters to various applications, including chatbots and content creation, while also being adept at understanding and generating text. However, it has limitations such as performance variability in complex tasks, potential biases, and a restricted context length of 2048 tokens.

Capabilities

MultimodalFunction CallingTool UseJSON Mode

Specifications

FamilyDolly
Released2023-03-24
Parameters1.6b
ArchitectureDecoder Only
Specializationgeneral