HEMM: Holistic Evaluation of Multimodal Foundation Models
Paper
•
2407.03418
•
Published
•
8
yizhou shan
lastweek
·
AI & ML interests
None yet
Organizations
None yet
lastweek's activity
upvoted
a
paper
8 days ago
upvoted
4
papers
13 days ago
OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation
Paper
•
2407.02371
•
Published
•
46
Understanding Alignment in Multimodal LLMs: A Comprehensive Study
Paper
•
2407.02477
•
Published
•
18
Agentless: Demystifying LLM-based Software Engineering Agents
Paper
•
2407.01489
•
Published
•
38
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
Paper
•
2407.02490
•
Published
•
23
upvoted
2
papers
15 days ago
upvoted
a
paper
19 days ago
upvoted
a
paper
20 days ago
upvoted
a
paper
about 1 month ago
upvoted
4
papers
about 2 months ago
An Introduction to Vision-Language Modeling
Paper
•
2405.17247
•
Published
•
78
Your Transformer is Secretly Linear
Paper
•
2405.12250
•
Published
•
145
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
Paper
•
2405.12130
•
Published
•
44
Many-Shot In-Context Learning in Multimodal Foundation Models
Paper
•
2405.09798
•
Published
•
26
upvoted
5
papers
3 months ago
LLoCO: Learning Long Contexts Offline
Paper
•
2404.07979
•
Published
•
15
SnapKV: LLM Knows What You are Looking for Before Generation
Paper
•
2404.14469
•
Published
•
23
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework
Paper
•
2404.14619
•
Published
•
124
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Paper
•
2404.07972
•
Published
•
41
Training LLMs over Neurally Compressed Text
Paper
•
2404.03626
•
Published
•
21
upvoted
8
papers
4 months ago
The Unreasonable Ineffectiveness of the Deeper Layers
Paper
•
2403.17887
•
Published
•
75
On the Societal Impact of Open Foundation Models
Paper
•
2403.07918
•
Published
•
16
Simple and Scalable Strategies to Continually Pre-train Large Language Models
Paper
•
2403.08763
•
Published
•
48
VideoAgent: Long-form Video Understanding with Large Language Model as Agent
Paper
•
2403.10517
•
Published
•
29
MoAI: Mixture of All Intelligence for Large Language and Vision Models
Paper
•
2403.07508
•
Published
•
73
Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU
Paper
•
2403.06504
•
Published
•
52
Stealing Part of a Production Language Model
Paper
•
2403.06634
•
Published
•
86
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Paper
•
2402.17177
•
Published
•
88
upvoted
5
papers
5 months ago
Scaling Laws for Fine-Grained Mixture of Experts
Paper
•
2402.07871
•
Published
•
11
GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
Paper
•
2402.07207
•
Published
•
7
Advances in 3D Generation: A Survey
Paper
•
2401.17807
•
Published
•
16
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research
Paper
•
2402.00159
•
Published
•
55
OLMo: Accelerating the Science of Language Models
Paper
•
2402.00838
•
Published
•
75
upvoted
a
paper
6 months ago
upvoted
a
collection
6 months ago
upvoted
5
papers
6 months ago
Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training
Paper
•
2401.05566
•
Published
•
24
E^2-LLM: Efficient and Extreme Length Extension of Large Language Models
Paper
•
2401.06951
•
Published
•
24
Efficient LLM inference solution on Intel GPU
Paper
•
2401.05391
•
Published
•
8
DeepSpeed-FastGen: High-throughput Text Generation for LLMs via MII and DeepSpeed-Inference
Paper
•
2401.08671
•
Published
•
12
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
Paper
•
2312.14878
•
Published
•
13
upvoted
a
paper
7 months ago
upvoted
6
papers
8 months ago
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning
Paper
•
2311.11501
•
Published
•
32
System 2 Attention (is something you might need too)
Paper
•
2311.11829
•
Published
•
39
Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster
Paper
•
2311.08263
•
Published
•
14
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
Paper
•
2311.03285
•
Published
•
27
Holistic Evaluation of Text-To-Image Models
Paper
•
2311.04287
•
Published
•
11
FlashDecoding++: Faster Large Language Model Inference on GPUs
Paper
•
2311.01282
•
Published
•
32
upvoted
12
papers
9 months ago
FP8-LM: Training FP8 Large Language Models
Paper
•
2310.18313
•
Published
•
31
ChipNeMo: Domain-Adapted LLMs for Chip Design
Paper
•
2311.00176
•
Published
•
8
QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models
Paper
•
2310.16795
•
Published
•
26
In-Context Learning Creates Task Vectors
Paper
•
2310.15916
•
Published
•
39
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning
Paper
•
2310.09478
•
Published
•
17
LongNet: Scaling Transformers to 1,000,000,000 Tokens
Paper
•
2307.02486
•
Published
•
80
PaLI-3 Vision Language Models: Smaller, Faster, Stronger
Paper
•
2310.09199
•
Published
•
24
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Paper
•
2309.14509
•
Published
•
17
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Paper
•
2309.12307
•
Published
•
84
PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis
Paper
•
2310.00426
•
Published
•
60
Large Language Models Cannot Self-Correct Reasoning Yet
Paper
•
2310.01798
•
Published
•
32
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning
Paper
•
2310.03094
•
Published
•
12