Collection by
Mar 24
Mar 24
Collections
Discover the best community collections!
Collections including paper arxiv:2402.11450
Collection by
3 days ago
3 days ago
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AtP*: An efficient and scalable method for localizing LLM behaviour to components
Paper • 2403.00745 • Published • 8 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 566 -
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT
Paper • 2402.16840 • Published • 23 -
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper • 2402.13753 • Published • 104
Collection by
19 days ago
19 days ago
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Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Paper • 2310.04406 • Published • 8 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 90 -
ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization
Paper • 2402.09320 • Published • 6 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 102
Collection by
11 days ago
11 days ago
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OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models
Paper • 2402.01739 • Published • 26 -
Rethinking Interpretability in the Era of Large Language Models
Paper • 2402.01761 • Published • 18 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 102 -
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
Paper • 2402.07827 • Published • 43
Collection by
Feb 26
Feb 26
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Suppressing Pink Elephants with Direct Principle Feedback
Paper • 2402.07896 • Published • 7 -
Policy Improvement using Language Feedback Models
Paper • 2402.07876 • Published • 5 -
Direct Language Model Alignment from Online AI Feedback
Paper • 2402.04792 • Published • 25 -
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
Paper • 2401.01335 • Published • 61
Collection by
Apr 14
Apr 14
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NExT-GPT: Any-to-Any Multimodal LLM
Paper • 2309.05519 • Published • 74 -
Large Language Model for Science: A Study on P vs. NP
Paper • 2309.05689 • Published • 20 -
AstroLLaMA: Towards Specialized Foundation Models in Astronomy
Paper • 2309.06126 • Published • 16 -
Large Language Models for Compiler Optimization
Paper • 2309.07062 • Published • 22
Collection by
Feb 20
Feb 20
Collection by
3 days ago
3 days ago
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DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Paper • 2309.14509 • Published • 16 -
LLM Augmented LLMs: Expanding Capabilities through Composition
Paper • 2401.02412 • Published • 35 -
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 35 -
Tuning Language Models by Proxy
Paper • 2401.08565 • Published • 19
Collection by
Apr 15
Apr 15
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Stabilizing RLHF through Advantage Model and Selective Rehearsal
Paper • 2309.10202 • Published • 9 -
Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions
Paper • 2309.10150 • Published • 23 -
Robotic Offline RL from Internet Videos via Value-Function Pre-Training
Paper • 2309.13041 • Published • 8 -
Voyager: An Open-Ended Embodied Agent with Large Language Models
Paper • 2305.16291 • Published • 8
Collection by
Mar 8
Mar 8
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LEAP Hand: Low-Cost, Efficient, and Anthropomorphic Hand for Robot Learning
Paper • 2309.06440 • Published • 9 -
Robotic Table Tennis: A Case Study into a High Speed Learning System
Paper • 2309.03315 • Published • 5 -
Video Language Planning
Paper • 2310.10625 • Published • 7 -
RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation
Paper • 2311.01455 • Published • 25