# Task Generalization

DeepSeek-R1-Distill-Llama-8B is a distilled large language model based on the Llama architecture, with a parameter scale of 8B, primarily designed for English text generation and comprehension tasks.

AgentLM-70B is a large language model obtained by mixed training on the AgentInstruct dataset and the ShareGPT dataset based on the Llama-2-chat model, focusing on enhancing agent capabilities and general language abilities.

FLAN-T5 XL is an instruction-finetuned language model based on the T5 architecture, with significantly improved multilingual and few-shot performance after fine-tuning on 1000+ tasks.