LLM Explains Neurons in LLMs
OpenAI's automated interpretability pipeline using GPT-4 to explain GPT-2 neurons.
PaLM 2
Google's second-generation PaLM powering Bard and Google products.
ImageBind
Meta's joint embedding across six modalities at once.
TidyBot
Combines LLM-based planning and perception with few-shot summarization to infer user preferences.
Unfaithful Explanations in Chain-of-Thought Prompting
Demonstrates CoT explanations can misrepresent the true reason for a model's prediction.
InstructBLIP
Visual-language instruction tuning built on BLIP-2.
Active Retrieval Augmented LLMs (FLARE)
Actively decides when and what to retrieve during generation.
FrugalGPT
Strategies to reduce LLM inference cost while improving performance.
StarCoder
An open-access 15.5B code LLM with 8K context and 80+ programming languages.
MultiModal-GPT
A vision-language model for multi-round dialogue fine-tuned from OpenFlamingo.
Get next week’s papers.
The same picks and the same summaries, in your inbox. Free, and 176 issues deep.
Subscribe on Substack