코코 @R_U_Sure_o
Joined July 2023-
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Agentic RAG for Personalized Recommendation This is a really good example of integrating agentic reasoning into RAG. Leads to better personalization and improved recommendations. Here are my notes:
The best data scientists are experts at getting LLMs to do their bidding For example, the Abacus AI co-pilot will do data wrangling, EDA, algorithm exploration and build a production ready model in hours based on your prompts! Data science is now largely a thinking…
Fine-tuning a Warren Buffett LLM 🧠 I started this workstream today. Overall goal: fine-tune an LLM to analyze companies like Mr. Buffett does. My initial setup: • use mistral 7b instruct • use single gpu in colab • use QLoRA for fast fine-tune • use small dataset to prove…
📝 교육의 미래에 대한 논문 What Should Data Science Education Do with Large Language Models? 워싱턴, 스탠포드, 펜실배니아, 럿거스 대학에서 공동 연구한 논문. LLM이 이제 데이터 정리, 모델 개발, 해석, 보고서 작성 등 데이터 분석 파이프라인의 거의 모든 일을 다 할 수 있게 되었기…
Can large language models explore in-context? We investigate the extent to which contemporary Large Language Models (LLMs) can engage in exploration, a core capability in reinforcement learning and decision making. We focus on native performance of existing LLMs, without
Compress3D a Compressed Latent Space for 3D Generation from a Single Image 3D generation has witnessed significant advancements, yet efficiently producing high-quality 3D assets from a single image remains challenging. In this paper, we present a triplane autoencoder, which
We're starting to roll out API support for Gemini 1.5 Pro for developers. We're excited to see what you build with the 1M token context window! We'll be onboarding people to the API slowly at first, and then we'll ramp it up. In the meantime, developers can try out Gemini 1.5…
We're starting to roll out API support for Gemini 1.5 Pro for developers. We're excited to see what you build with the 1M token context window! We'll be onboarding people to the API slowly at first, and then we'll ramp it up. In the meantime, developers can try out Gemini 1.5…
Tool Use in LLMs Great paper to catch up on the latest developments in tool usage with LLMs. It provides an overview of tool use in LLMs, including a formal definition of the tool-use paradigm, scenarios where LLMs leverage tool usage, and for which tasks this approach works…
The Top ML Papers of the Week (Jan 1 - Jan 7): - DocLLM - Mobile ALOHA - Self-Play Fine-tuning - Fast Inference of MoE - LLM Augmented LLMs - Mitigating Hallucination in LLMs ...
Top ML Papers of the Week (Oct 2 - Oct 8): - StreamingLLM - Analogical Prompting - The Dawn of LMMs - Neural Developmental Programs - LLMs Represent Space and Time - Retrieval meets Long Context LLMs ... ---- 1/ LLMs Represent Space and Time - discovers that LLMs learn linear…
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Google Cloud @googlecloud
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