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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts

SambaNova SN40L: Scaling the AI Memory Wall with Dataflow and Composition of Experts

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4 min read
How Far Are We From AGI

How Far Are We From AGI

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5 min read
Training-Free Consistent Text-to-Image Generation

Training-Free Consistent Text-to-Image Generation

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4 min read
Layer-Condensed KV Cache for Efficient Inference of Large Language Models

Layer-Condensed KV Cache for Efficient Inference of Large Language Models

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5 min read
Black-Box Access is Insufficient for Rigorous AI Audits

Black-Box Access is Insufficient for Rigorous AI Audits

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4 min read
Can Large Language Models Write Parallel Code?

Can Large Language Models Write Parallel Code?

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3 min read
Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and Analysis

Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and Analysis

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4 min read
Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems

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4 min read
LoRA Learns Less and Forgets Less

LoRA Learns Less and Forgets Less

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4 min read
Player-Driven Emergence in LLM-Driven Game Narrative

Player-Driven Emergence in LLM-Driven Game Narrative

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4 min read
Sakuga-42M Dataset: Scaling Up Cartoon Research

Sakuga-42M Dataset: Scaling Up Cartoon Research

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5 min read
Do Anything Now: Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

Do Anything Now: Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models

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4 min read
Identifying the Risks of LM Agents with an LM-Emulated Sandbox

Identifying the Risks of LM Agents with an LM-Emulated Sandbox

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3 min read
Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models

Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models

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5 min read
People cannot distinguish GPT-4 from a human in a Turing test

People cannot distinguish GPT-4 from a human in a Turing test

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5 min read
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