mhykes
's Collections
Interesting
updated
AtP*: An efficient and scalable method for localizing LLM behaviour to
components
Paper
•
2403.00745
•
Published
•
11
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper
•
2402.17764
•
Published
•
589
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT
Paper
•
2402.16840
•
Published
•
23
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens
Paper
•
2402.13753
•
Published
•
110
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
Paper
•
2402.12226
•
Published
•
40
Learning to Learn Faster from Human Feedback with Language Model
Predictive Control
Paper
•
2402.11450
•
Published
•
20
HeadStudio: Text to Animatable Head Avatars with 3D Gaussian Splatting
Paper
•
2402.06149
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Published
•
16
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay
Paper
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2402.04858
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Published
•
14
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper
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2402.03620
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Published
•
109
Rethinking Optimization and Architecture for Tiny Language Models
Paper
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2402.02791
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Published
•
12
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open
Language Models
Paper
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2402.03300
•
Published
•
67
LongAlign: A Recipe for Long Context Alignment of Large Language Models
Paper
•
2401.18058
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Published
•
21
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models
Paper
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2401.15947
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Published
•
48
AutoRT: Embodied Foundation Models for Large Scale Orchestration of
Robotic Agents
Paper
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2401.12963
•
Published
•
12
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Paper
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2401.12954
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Published
•
28
Medusa: Simple LLM Inference Acceleration Framework with Multiple
Decoding Heads
Paper
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2401.10774
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Published
•
53
Transformers are Multi-State RNNs
Paper
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2401.06104
•
Published
•
34
Learning to Decode Collaboratively with Multiple Language Models
Paper
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2403.03870
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Published
•
17
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error
Paper
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2403.04746
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Published
•
22
PERL: Parameter Efficient Reinforcement Learning from Human Feedback
Paper
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2403.10704
•
Published
•
56
Larimar: Large Language Models with Episodic Memory Control
Paper
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2403.11901
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Published
•
31
Alignment Studio: Aligning Large Language Models to Particular
Contextual Regulations
Paper
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2403.09704
•
Published
•
30
Recurrent Drafter for Fast Speculative Decoding in Large Language Models
Paper
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2403.09919
•
Published
•
20
The Unreasonable Ineffectiveness of the Deeper Layers
Paper
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2403.17887
•
Published
•
77
Transformer-Lite: High-efficiency Deployment of Large Language Models on
Mobile Phone GPUs
Paper
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2403.20041
•
Published
•
34
Simple and Scalable Strategies to Continually Pre-train Large Language
Models
Paper
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2403.08763
•
Published
•
48
Mixture-of-Depths: Dynamically allocating compute in transformer-based
language models
Paper
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2404.02258
•
Published
•
103
Chronos: Learning the Language of Time Series
Paper
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2403.07815
•
Published
•
45
MoAI: Mixture of All Intelligence for Large Language and Vision Models
Paper
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2403.07508
•
Published
•
75
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
Paper
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2403.07816
•
Published
•
38
V3D: Video Diffusion Models are Effective 3D Generators
Paper
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2403.06738
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Published
•
28
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Paper
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2403.03507
•
Published
•
182
BLINK: Multimodal Large Language Models Can See but Not Perceive
Paper
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2404.12390
•
Published
•
24
FLAME: Factuality-Aware Alignment for Large Language Models
Paper
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2405.01525
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Published
•
24
Prometheus 2: An Open Source Language Model Specialized in Evaluating
Other Language Models
Paper
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2405.01535
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Published
•
113
Self-Play Preference Optimization for Language Model Alignment
Paper
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2405.00675
•
Published
•
22
Better & Faster Large Language Models via Multi-token Prediction
Paper
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2404.19737
•
Published
•
73
GS-LRM: Large Reconstruction Model for 3D Gaussian Splatting
Paper
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2404.19702
•
Published
•
18
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference
Paper
•
2404.15420
•
Published
•
7
RLHF Workflow: From Reward Modeling to Online RLHF
Paper
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2405.07863
•
Published
•
65
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention
Paper
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2405.12981
•
Published
•
28
Towards Modular LLMs by Building and Reusing a Library of LoRAs
Paper
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2405.11157
•
Published
•
25
Not All Language Model Features Are Linear
Paper
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2405.14860
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Published
•
39
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language
Models via Instruction Tuning
Paper
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2405.18386
•
Published
•
19
Similarity is Not All You Need: Endowing Retrieval Augmented Generation
with Multi Layered Thoughts
Paper
•
2405.19893
•
Published
•
27
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework
Paper
•
2405.11143
•
Published
•
33
An Introduction to Vision-Language Modeling
Paper
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2405.17247
•
Published
•
84
ALPINE: Unveiling the Planning Capability of Autoregressive Learning in
Language Models
Paper
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2405.09220
•
Published
•
24
Understanding the performance gap between online and offline alignment
algorithms
Paper
•
2405.08448
•
Published
•
14
TrustLLM: Trustworthiness in Large Language Models
Paper
•
2401.05561
•
Published
•
63
DeepSeekMoE: Towards Ultimate Expert Specialization in
Mixture-of-Experts Language Models
Paper
•
2401.06066
•
Published
•
41
Patchscope: A Unifying Framework for Inspecting Hidden Representations
of Language Models
Paper
•
2401.06102
•
Published
•
19
Secrets of RLHF in Large Language Models Part II: Reward Modeling
Paper
•
2401.06080
•
Published
•
24
TRIPS: Trilinear Point Splatting for Real-Time Radiance Field Rendering
Paper
•
2401.06003
•
Published
•
20
Understanding LLMs: A Comprehensive Overview from Training to Inference
Paper
•
2401.02038
•
Published
•
61
One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and
Erasing Applications
Paper
•
2312.16145
•
Published
•
8
Paint3D: Paint Anything 3D with Lighting-Less Texture Diffusion Models
Paper
•
2312.13913
•
Published
•
22
Splatter Image: Ultra-Fast Single-View 3D Reconstruction
Paper
•
2312.13150
•
Published
•
14
Align Your Gaussians: Text-to-4D with Dynamic 3D Gaussians and Composed
Diffusion Models
Paper
•
2312.13763
•
Published
•
9
Jack of All Tasks, Master of Many: Designing General-purpose
Coarse-to-Fine Vision-Language Model
Paper
•
2312.12423
•
Published
•
12
LIME: Localized Image Editing via Attention Regularization in Diffusion
Models
Paper
•
2312.09256
•
Published
•
8
FreeInit: Bridging Initialization Gap in Video Diffusion Models
Paper
•
2312.07537
•
Published
•
24
GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning
Paper
•
2312.11461
•
Published
•
18
VecFusion: Vector Font Generation with Diffusion
Paper
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2312.10540
•
Published
•
21
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language
Models
Paper
•
2404.12387
•
Published
•
38
Distributed Inference and Fine-tuning of Large Language Models Over The
Internet
Paper
•
2312.08361
•
Published
•
25
PromptBench: A Unified Library for Evaluation of Large Language Models
Paper
•
2312.07910
•
Published
•
15
LucidDreamer: Domain-free Generation of 3D Gaussian Splatting Scenes
Paper
•
2311.13384
•
Published
•
49
A Framework for Automated Measurement of Responsible AI Harms in
Generative AI Applications
Paper
•
2310.17750
•
Published
•
9
ToolChain*: Efficient Action Space Navigation in Large Language Models
with A* Search
Paper
•
2310.13227
•
Published
•
12
ControlLLM: Augment Language Models with Tools by Searching on Graphs
Paper
•
2310.17796
•
Published
•
16
CodeFusion: A Pre-trained Diffusion Model for Code Generation
Paper
•
2310.17680
•
Published
•
69
Wonder3D: Single Image to 3D using Cross-Domain Diffusion
Paper
•
2310.15008
•
Published
•
21
Woodpecker: Hallucination Correction for Multimodal Large Language
Models
Paper
•
2310.16045
•
Published
•
14
Safe RLHF: Safe Reinforcement Learning from Human Feedback
Paper
•
2310.12773
•
Published
•
28
3D-GPT: Procedural 3D Modeling with Large Language Models
Paper
•
2310.12945
•
Published
•
56
BitNet: Scaling 1-bit Transformers for Large Language Models
Paper
•
2310.11453
•
Published
•
96
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language
Models
Paper
•
2308.00675
•
Published
•
35