Code Llama
Meta releases Code Llama, a family of code-specialized LLMs built on top of Llama 2.
Survey on Instruction Tuning for LLMs
A comprehensive survey of instruction tuning covering methodology, dataset construction, and applications.
SeamlessM4T
Meta's SeamlessM4T is a unified multilingual and multimodal machine-translation system that handles five translation tasks in one model.
LLMs for Illicit Purposes
A survey cataloguing threats and vulnerabilities arising from LLM deployment.
Giraffe
A family of context-extended Llama and Llama 2 models, along with an empirical study of context-extension techniques.
IT3D
Improves Text-to-3D generation by leveraging explicitly synthesized multi-view images in the training loop.
LLM-Based Autonomous Agents Survey
A comprehensive survey of LLM-based autonomous agents covering construction and applications.
Prompt2Model
CMU's Prompt2Model automates the path from a natural-language task description to a deployable small special-purpose model.
LegalBench
A collaboratively constructed benchmark for measuring legal reasoning in LLMs.
Language to Rewards for Robotic Skill Synthesis
Google's Language-to-Rewards uses LLMs to define reward parameters for robotic RL.