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upvoted a paper 13 days ago

Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss

Paper • 2410.17243 • Published 18 days ago • 87

upvoted a paper 24 days ago

From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning

Paper • 2410.06456 • Published Oct 9 • 35

upvoted a paper 25 days ago

GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-time Alignment

Paper • 2410.08193 • Published about 1 month ago • 3

upvoted a paper 29 days ago

Large Language Models as Markov Chains

Paper • 2410.02724 • Published Oct 3 • 31

upvoted 4 papers about 1 month ago

Promptriever: Instruction-Trained Retrievers Can Be Prompted Like Language Models

Paper • 2409.11136 • Published Sep 17 • 21

Cottention: Linear Transformers With Cosine Attention

Paper • 2409.18747 • Published Sep 27 • 15

Hyper-Connections

Paper • 2409.19606 • Published Sep 29 • 19

TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Edge Devices

Paper • 2410.00531 • Published Oct 1 • 28

upvoted 3 papers about 2 months ago

On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes

Paper • 2306.13649 • Published Jun 23, 2023 • 16

Can Large Language Models Unlock Novel Scientific Research Ideas?

Paper • 2409.06185 • Published Sep 10 • 12

Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Paper • 2409.04109 • Published Sep 6 • 43

upvoted a paper 2 months ago

Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming

Paper • 2408.16725 • Published Aug 29 • 52

upvoted 8 papers 3 months ago

POA: Pre-training Once for Models of All Sizes

Paper • 2408.01031 • Published Aug 2 • 26

The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines

Paper • 2408.01050 • Published Aug 2 • 8

Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models

Paper • 2408.02085 • Published Aug 4 • 17

Language Model Can Listen While Speaking

Paper • 2408.02622 • Published Aug 5 • 37

MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Paper • 2408.01800 • Published Aug 3 • 76

Synthesizing Text-to-SQL Data from Weak and Strong LLMs

Paper • 2408.03256 • Published Aug 6 • 10

Generating novel experimental hypotheses from language models: A case study on cross-dative generalization

Paper • 2408.05086 • Published Aug 9 • 4

Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Paper • 2408.06195 • Published Aug 12 • 61