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Oct 6, 2024
Oct 6, 2024Collections
Discover the best community collections!
Collections including paper arxiv:2401.02994
Collection by
Jun 15, 2024
Jun 15, 2024-
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Paper • 2310.04406 • Published • 10 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 109 -
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 • 117
Collection by
Apr 2, 2024
Apr 2, 2024Collection by
Jul 8, 2024
Jul 8, 2024-
MambaByte: Token-free Selective State Space Model
Paper • 2401.13660 • Published • 60 -
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
Paper • 2401.10774 • Published • 59 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 151 -
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Paper • 2401.12954 • Published • 33
Collection by
Jan 20, 2024
Jan 20, 2024Collection by
May 24
May 24-
RoFormer: Enhanced Transformer with Rotary Position Embedding
Paper • 2104.09864 • Published • 16 -
Attention Is All You Need
Paper • 1706.03762 • Published • 105 -
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences
Paper • 2404.03715 • Published • 62 -
Zero-Shot Tokenizer Transfer
Paper • 2405.07883 • Published • 5
Collection by
8 days ago
8 days ago-
LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 7 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 23 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 14 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 69
Collection by
Jan 27, 2024
Jan 27, 2024Collection by
May 3
May 3-
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
Paper • 2408.08152 • Published • 60 -
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition
Paper • 2402.15220 • Published • 22 -
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
Paper • 2402.19427 • Published • 56 -
Simple linear attention language models balance the recall-throughput tradeoff
Paper • 2402.18668 • Published • 20
Collection by
Feb 19, 2024
Feb 19, 2024-
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 58 -
Mixtral of Experts
Paper • 2401.04088 • Published • 160 -
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM
Paper • 2401.02994 • Published • 52 -
LLM Augmented LLMs: Expanding Capabilities through Composition
Paper • 2401.02412 • Published • 38
Collection by
Oct 6, 2024
Oct 6, 2024Collection by
May 24
May 24-
RoFormer: Enhanced Transformer with Rotary Position Embedding
Paper • 2104.09864 • Published • 16 -
Attention Is All You Need
Paper • 1706.03762 • Published • 105 -
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences
Paper • 2404.03715 • Published • 62 -
Zero-Shot Tokenizer Transfer
Paper • 2405.07883 • Published • 5
Collection by
Jun 15, 2024
Jun 15, 2024-
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Paper • 2310.04406 • Published • 10 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 109 -
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 • 117
Collection by
8 days ago
8 days ago-
LoRA+: Efficient Low Rank Adaptation of Large Models
Paper • 2402.12354 • Published • 7 -
The FinBen: An Holistic Financial Benchmark for Large Language Models
Paper • 2402.12659 • Published • 23 -
TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization
Paper • 2402.13249 • Published • 14 -
TrustLLM: Trustworthiness in Large Language Models
Paper • 2401.05561 • Published • 69
Collection by
Apr 2, 2024
Apr 2, 2024Collection by
Jan 27, 2024
Jan 27, 2024Collection by
Jul 8, 2024
Jul 8, 2024-
MambaByte: Token-free Selective State Space Model
Paper • 2401.13660 • Published • 60 -
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
Paper • 2401.10774 • Published • 59 -
Self-Rewarding Language Models
Paper • 2401.10020 • Published • 151 -
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Paper • 2401.12954 • Published • 33
Collection by
May 3
May 3-
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
Paper • 2408.08152 • Published • 60 -
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition
Paper • 2402.15220 • Published • 22 -
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
Paper • 2402.19427 • Published • 56 -
Simple linear attention language models balance the recall-throughput tradeoff
Paper • 2402.18668 • Published • 20
Collection by
Jan 20, 2024
Jan 20, 2024Collection by
Feb 19, 2024
Feb 19, 2024-
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Paper • 2401.06066 • Published • 58 -
Mixtral of Experts
Paper • 2401.04088 • Published • 160 -
Blending Is All You Need: Cheaper, Better Alternative to Trillion-Parameters LLM
Paper • 2401.02994 • Published • 52 -
LLM Augmented LLMs: Expanding Capabilities through Composition
Paper • 2401.02412 • Published • 38