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Apr 2
Apr 2
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Collections including paper arxiv:2309.06180
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Apr 2
Apr 2
Collection by
Apr 2
Apr 2
Collection by
17 days ago
17 days ago
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BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text
Paper • 2403.18421 • Published • 21 -
Long-form factuality in large language models
Paper • 2403.18802 • Published • 23 -
stanford-crfm/BioMedLM
Text Generation • Updated • 5.89k • 370 -
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Paper • 2305.18290 • Published • 37
Collection by
22 days ago
22 days ago
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The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
Paper • 1801.03924 • Published • 2 -
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
Paper • 2403.15042 • Published • 24 -
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions
Paper • 1712.05884 • Published • 2 -
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25
Collection by
Feb 28
Feb 28
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Distributed Inference and Fine-tuning of Large Language Models Over The Internet
Paper • 2312.08361 • Published • 23 -
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
Paper • 2311.03285 • Published • 27 -
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 566
Collection by
18 days ago
18 days ago
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Linear Transformers with Learnable Kernel Functions are Better In-Context Models
Paper • 2402.10644 • Published • 74 -
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints
Paper • 2305.13245 • Published • 5 -
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition
Paper • 2402.15220 • Published • 18 -
Sequence Parallelism: Long Sequence Training from System Perspective
Paper • 2105.13120 • Published • 5
Collection by
2 days ago
2 days ago
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LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Paper • 2312.11514 • Published • 253 -
PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU
Paper • 2312.12456 • Published • 40 -
Accelerating LLM Inference with Staged Speculative Decoding
Paper • 2308.04623 • Published • 20 -
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Paper • 2208.07339 • Published • 4
Collection by
Jan 20
Jan 20
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S-LoRA: Serving Thousands of Concurrent LoRA Adapters
Paper • 2311.03285 • Published • 27 -
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25 -
zhihan1996/DNABERT-2-117M
Updated • 139k • 27 -
AIRI-Institute/gena-lm-bert-base
Updated • 59 • 27
Collection by
Apr 12
Apr 12
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Detecting Pretraining Data from Large Language Models
Paper • 2310.16789 • Published • 9 -
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models
Paper • 2310.13671 • Published • 17 -
AutoMix: Automatically Mixing Language Models
Paper • 2310.12963 • Published • 14 -
An Emulator for Fine-Tuning Large Language Models using Small Language Models
Paper • 2310.12962 • Published • 13