AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

2 papers

Preprint2025

DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs.

Unknown

This paper explores how task type influences KV cache compression and proposes DynamicKV, a task-aware adaptive compression method for long-context LLMs.

0Jan 1, 2025

Preprint2018

GPT

Unknown

GPT shows that generative pre-training on diverse unlabeled text, followed by discriminative fine-tuning with task-aware input transformations, yields strong natural language understanding.

0Jun 1, 2018Transformers