Collection by
Dec 27, 2023
Dec 27, 2023
Collections
Discover the best community collections!
Collections including paper arxiv:2312.15166
Collection by
21 days ago
21 days ago
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LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Paper • 2312.11514 • Published • 258 -
3D-LFM: Lifting Foundation Model
Paper • 2312.11894 • Published • 13 -
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
Paper • 2312.15166 • Published • 56 -
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
Paper • 2312.16862 • Published • 30
Collection by
Apr 28
Apr 28
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Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Paper • 2312.09390 • Published • 32 -
OneLLM: One Framework to Align All Modalities with Language
Paper • 2312.03700 • Published • 20 -
Generative Multimodal Models are In-Context Learners
Paper • 2312.13286 • Published • 34 -
The LLM Surgeon
Paper • 2312.17244 • Published • 9
Collection by
Mar 4
Mar 4
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togethercomputer/StripedHyena-Hessian-7B
Text Generation • Updated • 132 • 62 -
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention
Paper • 2312.08618 • Published • 11 -
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
Paper • 2312.07987 • Published • 40 -
LLM360: Towards Fully Transparent Open-Source LLMs
Paper • 2312.06550 • Published • 56
Collection by
May 21
May 21
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Exponentially Faster Language Modelling
Paper • 2311.10770 • Published • 118 -
stabilityai/stable-video-diffusion-img2vid-xt
Image-to-Video • Updated • 380k • 2.66k -
LucidDreamer: Domain-free Generation of 3D Gaussian Splatting Scenes
Paper • 2311.13384 • Published • 50 -
HierSpeech++: Bridging the Gap between Semantic and Acoustic Representation of Speech by Hierarchical Variational Inference for Zero-shot Speech Synthesis
Paper • 2311.12454 • Published • 29
Collection by
Jun 24
Jun 24
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Approximating Two-Layer Feedforward Networks for Efficient Transformers
Paper • 2310.10837 • Published • 10 -
BitNet: Scaling 1-bit Transformers for Large Language Models
Paper • 2310.11453 • Published • 96 -
QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models
Paper • 2310.16795 • Published • 26 -
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
Paper • 2310.16836 • Published • 13
Collection by
Feb 21
Feb 21
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MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Paper • 2310.09478 • Published • 19 -
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams
Paper • 2310.08678 • Published • 12 -
Llama 2: Open Foundation and Fine-Tuned Chat Models
Paper • 2307.09288 • Published • 242 -
LLaMA: Open and Efficient Foundation Language Models
Paper • 2302.13971 • Published • 13
Collection by
27 days ago
27 days ago
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QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 44 -
PaLI-3 Vision Language Models: Smaller, Faster, Stronger
Paper • 2310.09199 • Published • 24 -
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA Exams
Paper • 2310.08678 • Published • 12 -
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Paper • 2310.09478 • Published • 19
Collection by
Jan 12
Jan 12
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Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 27 -
MindAgent: Emergent Gaming Interaction
Paper • 2309.09971 • Published • 11 -
Cure the headache of Transformers via Collinear Constrained Attention
Paper • 2309.08646 • Published • 12 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 37
Collection by
Jan 31
Jan 31
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Large Language Models as Optimizers
Paper • 2309.03409 • Published • 75 -
From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
Paper • 2309.04269 • Published • 32 -
Textbooks Are All You Need II: phi-1.5 technical report
Paper • 2309.05463 • Published • 87 -
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 25