Papers Read on AI
By Rob
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Episodes: 200
Description
Keeping you up to date with the latest trends and best performing architectures in this fast evolving field in computer science.
Selecting papers by comparative results, citations and influence we educate you on the latest research.
Consider supporting us on Patreon.com/PapersRead for feedback and ideas.
| Episode | Date |
|---|---|
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ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
|
Nov 01, 2024 |
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Mini-Omni2: Towards Open-source GPT-4o with Vision, Speech and Duplex Capabilities
|
Oct 31, 2024 |
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Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation
|
Oct 30, 2024 |
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F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching
|
Oct 18, 2024 |
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LightRAG: Simple and Fast Retrieval-Augmented Generation
|
Oct 17, 2024 |
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Aria: An Open Multimodal Native Mixture-of-Experts Model
|
Oct 16, 2024 |
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AgentKit: Structured LLM Reasoning with Dynamic Graphs
|
Oct 15, 2024 |
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PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling
|
Oct 14, 2024 |
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Diffusion Models are Evolutionary Algorithms
|
Oct 10, 2024 |
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Is Safer Better? The Impact of Guardrails on the Argumentative Strength of LLMs in Hate Speech Countering
|
Oct 09, 2024 |
|
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
|
Oct 08, 2024 |
|
Internal Consistency and Self-Feedback in Large Language Models: A Survey
|
Oct 07, 2024 |
|
On the Diagram of Thought
|
Oct 02, 2024 |
|
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
|
Oct 01, 2024 |
|
StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation
|
Sep 30, 2024 |
|
On the limits of agency in agent-based models
|
Sep 24, 2024 |
|
Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization
|
Sep 23, 2024 |
|
PuLID: Pure and Lightning ID Customization via Contrastive Alignment
|
Sep 23, 2024 |
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MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery
|
Sep 21, 2024 |
|
PuLID: Pure and Lightning ID Customization via Contrastive Alignment
|
Sep 20, 2024 |
|
Mini-Omni: Language Models Can Hear, Talk While Thinking in Streaming
|
Sep 19, 2024 |
|
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
|
Sep 18, 2024 |
|
GeoCalib: Learning Single-image Calibration with Geometric Optimization
|
Sep 17, 2024 |
|
Artificial Immune System of Secure Face Recognition Against Adversarial Attacks
|
Sep 13, 2024 |
|
Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model
|
Sep 12, 2024 |
|
rerankers: A Lightweight Python Library to Unify Ranking Methods
|
Sep 11, 2024 |
|
Automated Design of Agentic Systems
|
Sep 10, 2024 |
|
Text2SQL is Not Enough: Unifying AI and Databases with TAG
|
Sep 09, 2024 |
|
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
|
Sep 05, 2024 |
|
Sapiens: Foundation for Human Vision Models
|
Sep 04, 2024 |
|
OctFusion: Octree-based Diffusion Models for 3D Shape Generation
|
Sep 03, 2024 |
|
Writing in the Margins: Better Inference Pattern for Long Context Retrieval
|
Sep 02, 2024 |
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Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs
|
Aug 30, 2024 |
|
RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation
|
Aug 29, 2024 |
|
RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation
|
Aug 28, 2024 |
|
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
|
Aug 23, 2024 |
|
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
|
Aug 21, 2024 |
|
ControlNeXt: Powerful and Efficient Control for Image and Video Generation
|
Aug 20, 2024 |
|
OpenResearcher: Unleashing AI for Accelerated Scientific Research
|
Aug 19, 2024 |
|
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation
|
Aug 14, 2024 |
|
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
|
Aug 13, 2024 |
|
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
|
Aug 09, 2024 |
|
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
|
Aug 08, 2024 |
|
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers
|
Aug 07, 2024 |
|
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher
|
Aug 05, 2024 |
|
Cinemo: Consistent and Controllable Image Animation with Motion Diffusion Models
|
Jul 31, 2024 |
|
FinanceBench: A New Benchmark for Financial Question Answering
|
Jul 30, 2024 |
|
Stable-Hair: Real-World Hair Transfer via Diffusion Model
|
Jul 29, 2024 |
|
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
|
Jul 26, 2024 |
|
FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs
|
Jul 25, 2024 |
|
Patch-Level Training for Large Language Models
|
Jul 24, 2024 |
|
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models
|
Jul 23, 2024 |
|
IMAGDressing-v1: Customizable Virtual Dressing
|
Jul 22, 2024 |
|
A Comprehensive Survey on Human Video Generation: Challenges, Methods, and Insights
|
Jul 19, 2024 |
|
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
|
Jul 18, 2024 |
|
SEED-Story: Multimodal Long Story Generation with Large Language Model
|
Jul 16, 2024 |
|
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
|
Jul 15, 2024 |
|
LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control
|
Jul 12, 2024 |
|
Agentless: Demystifying LLM-based Software Engineering Agents
|
Jul 11, 2024 |
|
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
|
Jul 09, 2024 |
|
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
|
Jul 08, 2024 |
|
Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image
|
Jul 05, 2024 |
|
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
|
Jul 04, 2024 |
|
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
|
Jun 28, 2024 |
|
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture
|
Jun 27, 2024 |
|
Seven Failure Points When Engineering a Retrieval Augmented Generation System
|
Jun 26, 2024 |
|
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning
|
Jun 25, 2024 |
|
Recurrent Context Compression: Efficiently Expanding the Context Window of LLM
|
Jun 24, 2024 |
|
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
|
Jun 21, 2024 |
|
StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning
|
Jun 20, 2024 |
|
VASA-1: Lifelike Audio-Driven Talking Faces Generated in Real Time
|
Jun 19, 2024 |
|
”Do Anything Now”: Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models
|
Jun 18, 2024 |
|
Alice in Wonderland: Simple Tasks Showing Complete Reasoning Breakdown in State-Of-the-Art Large Language Models
|
Jun 17, 2024 |
|
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
|
Jun 13, 2024 |
|
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
|
Jun 12, 2024 |
|
AutoCoder: Enhancing Code Large Language Model with \textsc{AIEV-Instruct}
|
Jun 11, 2024 |
|
From Sora What We Can See: A Survey of Text-to-Video Generation
|
Jun 04, 2024 |
|
The Future of Large Language Model Pre-training is Federated
|
Jun 03, 2024 |
|
Long-form factuality in large language models
|
Jun 01, 2024 |
|
Real-time Transformer-based Open-Vocabulary Detection with Efficient Fusion Head
|
May 31, 2024 |
|
Retrieval-Augmented Generation for AI-Generated Content: A Survey
|
May 29, 2024 |
|
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning
|
May 28, 2024 |
|
LightAutoML: AutoML Solution for a Large Financial Services Ecosystem
|
May 27, 2024 |
|
Efficient Multimodal Large Language Models: A Survey
|
May 24, 2024 |
|
The Platonic Representation Hypothesis
|
May 23, 2024 |
|
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment
|
May 22, 2024 |
|
LLMs as Hackers: Autonomous Linux Privilege Escalation Attacks
|
May 21, 2024 |
|
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval
|
May 16, 2024 |
|
A decoder-only foundation model for time-series forecasting
|
May 14, 2024 |
|
Autonomous LLM-driven research from data to human-verifiable research papers
|
May 13, 2024 |
|
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
|
May 12, 2024 |
|
Granite Code Models: A Family of Open Foundation Models for Code Intelligence
|
May 11, 2024 |
|
Improving Diffusion Models for Virtual Try-on
|
May 10, 2024 |
|
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
|
May 08, 2024 |
|
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing
|
May 07, 2024 |
|
KAN: Kolmogorov-Arnold Networks
|
May 06, 2024 |
|
Make Your LLM Fully Utilize the Context
|
May 03, 2024 |
|
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
|
May 02, 2024 |
|
Dynamic Generation of Personalities with Large Language Models
|
Apr 30, 2024 |
|
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
|
Apr 25, 2024 |
|
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
|
Apr 24, 2024 |
|
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
|
Apr 23, 2024 |
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Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models
|
Apr 22, 2024 |
|
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
|
Apr 19, 2024 |
|
InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models
|
Apr 18, 2024 |
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From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples
|
Apr 16, 2024 |
|
AutoCodeRover: Autonomous Program Improvement
|
Apr 15, 2024 |
|
TrustLLM: Trustworthiness in Large Language Models
|
Apr 15, 2024 |
|
AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation
|
Apr 12, 2024 |
|
Fast Timing-Conditioned Latent Audio Diffusion
|
Apr 11, 2024 |
|
Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians
|
Apr 10, 2024 |
|
ReFT: Representation Finetuning for Language Models
|
Apr 09, 2024 |
|
Long-form factuality in large language models
|
Apr 08, 2024 |
|
Jamba: A Hybrid Transformer-Mamba Language Model
|
Apr 06, 2024 |
|
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
|
Apr 05, 2024 |
|
MegaBlocks: Efficient Sparse Training with Mixture-of-Experts
|
Apr 04, 2024 |
|
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild
|
Apr 03, 2024 |
|
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
|
Apr 02, 2024 |
|
Evolutionary Optimization of Model Merging Recipes
|
Mar 27, 2024 |
|
EasyJailbreak: A Unified Framework for Jailbreaking Large Language Models
|
Mar 26, 2024 |
|
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
|
Mar 25, 2024 |
|
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts
|
Mar 22, 2024 |
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A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models
|
Mar 21, 2024 |
|
Chronos: Learning the Language of Time Series
|
Mar 19, 2024 |
|
Linear Transformers with Learnable Kernel Functions are Better In-Context Models
|
Mar 18, 2024 |
|
SplattingAvatar: Realistic Real-Time Human Avatars with Mesh-Embedded Gaussian Splatting
|
Mar 15, 2024 |
|
Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents
|
Mar 14, 2024 |
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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
|
Mar 13, 2024 |
|
TripoSR: Fast 3D Object Reconstruction from a Single Image
|
Mar 12, 2024 |
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Diffusion Model-Based Image Editing: A Survey
|
Mar 08, 2024 |
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The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
|
Mar 07, 2024 |
|
Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation
|
Mar 06, 2024 |
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Intent-based Prompt Calibration: Enhancing prompt optimization with synthetic boundary cases
|
Mar 05, 2024 |
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Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
|
Mar 04, 2024 |
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BitDelta: Your Fine-Tune May Only Be Worth One Bit
|
Feb 27, 2024 |
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Ring Attention with Blockwise Transformers for Near-Infinite Context
|
Feb 26, 2024 |
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Premise Order Matters in Reasoning with Large Language Models
|
Feb 23, 2024 |
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Generative Representational Instruction Tuning
|
Feb 20, 2024 |
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DoRA: Weight-Decomposed Low-Rank Adaptation
|
Feb 19, 2024 |
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Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
|
Feb 18, 2024 |
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World Model on Million-Length Video And Language With RingAttention
|
Feb 17, 2024 |
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Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
|
Feb 16, 2024 |
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Fractal Patterns May Unravel the Intelligence in Next-Token Prediction
|
Feb 15, 2024 |
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Precise Zero-Shot Dense Retrieval without Relevance Labels
|
Feb 13, 2024 |
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Relevance-guided Supervision for OpenQA with ColBERT
|
Feb 11, 2024 |
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ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
|
Feb 11, 2024 |
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PLAID: An Efficient Engine for Late Interaction Retrieval
|
Feb 10, 2024 |
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RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
|
Feb 09, 2024 |
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Corrective Retrieval Augmented Generation
|
Feb 08, 2024 |
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DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
|
Feb 07, 2024 |
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A Comprehensive Survey on 3D Content Generation
|
Feb 07, 2024 |
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OLMo: Accelerating the Science of Language Models
|
Feb 06, 2024 |
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Who’s Harry Potter? Approximate Unlearning in LLMs
|
Feb 04, 2024 |
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Parameter-Efficient Transfer Learning for NLP
|
Feb 03, 2024 |
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A Survey on Transformers in Reinforcement Learning
|
Feb 02, 2024 |
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Beyond Chain-of-Thought, Effective Graph-of-Thought Reasoning in Large Language Models
|
Feb 01, 2024 |
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DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
|
Jan 31, 2024 |
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Matryoshka Representation Learning
|
Jan 30, 2024 |
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How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers
|
Jan 27, 2024 |
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Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
|
Jan 26, 2024 |
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Personal LLM Agents: Insights and Survey about the Capability, Efficiency and Security
|
Jan 25, 2024 |
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Self-Rewarding Language Models
|
Jan 24, 2024 |
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Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
|
Jan 23, 2024 |
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Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
|
Jan 22, 2024 |
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Quantifying Language Models’ Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
|
Jan 19, 2024 |
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LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
|
Jan 18, 2024 |
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Large Language Models for Generative Information Extraction: A Survey
|
Jan 17, 2024 |
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DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
|
Jan 16, 2024 |
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Soaring from 4K to 400K: Extending LLM’s Context with Activation Beacon
|
Jan 15, 2024 |
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Parameter-Efficient Transfer Learning for NLP
|
Jan 13, 2024 |
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Mixtral of Experts
|
Jan 12, 2024 |
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MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts
|
Jan 11, 2024 |
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WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia
|
Jan 11, 2024 |
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Video Understanding with Large Language Models: A Survey
|
Jan 10, 2024 |
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GPT-4V(ision) is a Generalist Web Agent, if Grounded
|
Jan 09, 2024 |
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TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
|
Jan 08, 2024 |
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AnyText: Multilingual Visual Text Generation And Editing
|
Jan 05, 2024 |
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KwaiAgents: Generalized Information-seeking Agent System with Large Language Models
|
Jan 04, 2024 |
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Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4
|
Jan 03, 2024 |
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Fast Inference of Mixture-of-Experts Language Models with Offloading
|
Jan 02, 2024 |
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Retrieval-Augmented Generation for Large Language Models: A Survey
|
Dec 29, 2023 |
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PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU
|
Dec 28, 2023 |
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Pearl: A Production-ready Reinforcement Learning Agent
|
Dec 19, 2023 |
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Are Emergent Abilities in Large Language Models just In-Context Learning?
|
Dec 17, 2023 |
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Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models
|
Dec 16, 2023 |
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Instruction Tuning for Large Language Models: A Survey
|
Dec 15, 2023 |
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MegaBlocks: Efficient Sparse Training with Mixture-of-Experts
|
Dec 14, 2023 |
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Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
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Dec 13, 2023 |
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Sequential Modeling Enables Scalable Learning for Large Vision Models
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Dec 12, 2023 |
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Magicoder: Source Code Is All You Need
|
Dec 11, 2023 |
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Mamba: Linear-Time Sequence Modeling with Selective State Spaces
|
Dec 10, 2023 |
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Adversarial Diffusion Distillation
|
Dec 09, 2023 |
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Instruction Tuning with Human Curriculum
|
Dec 08, 2023 |
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Initializing Models with Larger Ones
|
Dec 07, 2023 |
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Improving Sample Quality of Diffusion Models Using Self-Attention Guidance
|
Dec 06, 2023 |
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GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition?
|
Dec 05, 2023 |
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TaskWeaver: A Code-First Agent Framework
|
Dec 04, 2023 |
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Efficient LLM Inference on CPUs
|
Dec 02, 2023 |
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Igniting Language Intelligence: The Hitchhiker’s Guide From Chain-of-Thought Reasoning to Language Agents
|
Dec 01, 2023 |
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STaR: Bootstrapping Reasoning With Reasoning
|
Nov 30, 2023 |