Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping
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2402.14083
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47
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Linear Transformers are Versatile In-Context Learners
Paper • 2402.14180 • Published • 6 -
Training-Free Long-Context Scaling of Large Language Models
Paper • 2402.17463 • Published • 19 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 603 -
Evaluating Very Long-Term Conversational Memory of LLM Agents
Paper • 2402.17753 • Published • 18 -
Resonance RoPE: Improving Context Length Generalization of Large Language Models
Paper • 2403.00071 • Published • 22 -
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
Paper • 2403.03853 • Published • 62 -
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Paper • 2403.03507 • Published • 182 -
Design2Code: How Far Are We From Automating Front-End Engineering?
Paper • 2403.03163 • Published • 93 -
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT)
Paper • 2309.08968 • Published • 22 -
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
Paper • 2403.09611 • Published • 124 -
Evaluating Frontier Models for Dangerous Capabilities
Paper • 2403.13793 • Published • 7 -
The Unreasonable Ineffectiveness of the Deeper Layers
Paper • 2403.17887 • Published • 78 -
Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge
Paper • 2405.00263 • Published • 14 -
Is Bigger Edit Batch Size Always Better? -- An Empirical Study on Model Editing with Llama-3
Paper • 2405.00664 • Published • 18 -
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Paper • 2405.01535 • Published • 118 -
Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model
Paper • 2405.09215 • Published • 18 -
ALPINE: Unveiling the Planning Capability of Autoregressive Learning in Language Models
Paper • 2405.09220 • Published • 24 -
LoRA Learns Less and Forgets Less
Paper • 2405.09673 • Published • 87 -
Layer-Condensed KV Cache for Efficient Inference of Large Language Models
Paper • 2405.10637 • Published • 19 -
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
Paper • 2405.12130 • Published • 46 -
2BP: 2-Stage Backpropagation
Paper • 2405.18047 • Published • 23 -
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models
Paper • 2405.20541 • Published • 21 -
4-bit Shampoo for Memory-Efficient Network Training
Paper • 2405.18144 • Published • 9 -
Transformers meet Neural Algorithmic Reasoners
Paper • 2406.09308 • Published • 43 -
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
Paper • 2406.09170 • Published • 24