时间: 2023.8.14-2023.8.20
最新技术:
Self-Alignment with Instruction Backtranslation
Platypus: Quick, Cheap, and Powerful Refinement of LLMs
A Survey on Model Compression for Large Language Models
Predicting transcriptional outcomes of novel multigene perturbations with GEARS
Shepherd: A Critic for Language Model Generation
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification
Teach LLMs to Personalize -- An Approach inspired by Writing Education
OctoPack: Instruction Tuning Code Large Language Models
Efficient Guided Generation for Large Language Models
Bayesian Flow Networks
AI Assistance in Legal Analysis: An Empirical Study
Exploring the Intersection of Large Language Models and Agent-Based
Modeling via Prompt Engineering
Dolma: An Open Corpus of 3 Trillion Tokens for Language Model Pretraining Research
首页:https://allenai.github.io/dolma/
数据:https://huggingface.co/datasets/allenai/dolma
论文:https://drive.google.com/file/d/12gOf5I5RytsD159nSP7iim_5zN31FCXq/view
WizardMath论文 https://github.com/nlpxucan/WizardLM/blob/main/WizardMath/WizardMath_Paper.pdf
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework
CoDeF: Content Deformation Fields for Temporally Consistent Video Processing
BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents
How is LLaMa.cpp possible?
改动一行代码,PyTorch训练三倍提速,这些高级技术是关键
课程:
Large Language Models and Transformers https://simons.berkeley.edu/workshops/large-language-models-transformers/videos
Large Language Model Day (LLM Day) ACM KDD 2023
PEFT: Prompt 系列高效调参原理解析
商业:
对话Deepmind, 英伟达大语言模型专家
a. AI Agent智能体与开源LLM的应用、挑战与未来(上)https://www.xiaoyuzhoufm.com/episode/64dcf11de490c5dee5a3d3eb
b. AI Agent智能体与开源LLM的应用、挑战与未来(下)
https://www.xiaoyuzhoufm.com/episode/64de44303fa4090b748c2303
OpenAI的首次公开收购,为什么是这家仅成立两年的八人设计公司?
Y Combinator最新一期AI项目盘点,一文读懂海外最前沿的AI创业方向
Inworld CEO:我是注册AI域名最早的一批人;上一个项目卖给谷歌,现在放弃退休,想要打造平行世界的人口!
案例:
GodMode - the smol AI Chat Browser
stabilityai/control-lora
AI-town
Inst-Inpaint: Instructing to Remove Objects with Diffusion Models https://huggingface.co/spaces/abyildirim/inst-inpaint