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21 days ago
21 days ago
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Discover the best community collections!
Collections including paper arxiv:2310.16944
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Jul 17
Jul 17
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Jun 10
Jun 10
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Apr 24
Apr 24
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May 21
May 21
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A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
Paper • 2401.01967 • Published -
Secrets of RLHF in Large Language Models Part I: PPO
Paper • 2307.04964 • Published • 28 -
Zephyr: Direct Distillation of LM Alignment
Paper • 2310.16944 • Published • 121 -
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
Paper • 2404.05961 • Published • 64
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Apr 13
Apr 13
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PERL: Parameter Efficient Reinforcement Learning from Human Feedback
Paper • 2403.10704 • Published • 57 -
ReFT: Representation Finetuning for Language Models
Paper • 2404.03592 • Published • 89 -
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
Paper • 2404.07973 • Published • 30 -
Zephyr: Direct Distillation of LM Alignment
Paper • 2310.16944 • Published • 121
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Jul 18
Jul 18
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FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models
Paper • 2402.10986 • Published • 76 -
bigcode/starcoder2-15b
Text Generation • Updated • 22.9k • • 568 -
Zephyr: Direct Distillation of LM Alignment
Paper • 2310.16944 • Published • 121 -
mixedbread-ai/mxbai-rerank-large-v1
Text Classification • Updated • 24.4k • 105
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Mar 27
Mar 27
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Metadata Might Make Language Models Better
Paper • 2211.10086 • Published • 4 -
Empirical Analysis of the Strengths and Weaknesses of PEFT Techniques for LLMs
Paper • 2304.14999 • Published • 2 -
PEFT for Speech: Unveiling Optimal Placement, Merging Strategies, and Ensemble Techniques
Paper • 2401.02122 • Published • 2 -
Zephyr: Direct Distillation of LM Alignment
Paper • 2310.16944 • Published • 121
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Aug 17
Aug 17
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LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Paper • 2309.12307 • Published • 87 -
NEFTune: Noisy Embeddings Improve Instruction Finetuning
Paper • 2310.05914 • Published • 14 -
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
Paper • 2312.15166 • Published • 56 -
Soaring from 4K to 400K: Extending LLM's Context with Activation Beacon
Paper • 2401.03462 • Published • 26
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Aug 1
Aug 1
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Attention Is All You Need
Paper • 1706.03762 • Published • 44 -
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Paper • 1810.04805 • Published • 14 -
RoBERTa: A Robustly Optimized BERT Pretraining Approach
Paper • 1907.11692 • Published • 7 -
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Paper • 1910.01108 • Published • 14