Mayank Bhaskar's picture

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Mayank Bhaskar

cataluna84

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AI & ML interests

Research interest includes anything that moves or in processing things that are on the audible spectrum and has recently been seduced by RL Theory, GNNs, Transformers & applications of them in solving self-driving autonomous systems including vehicles, drones, and robots.

Articles

Fine tuning CLIP with Remote Sensing (Satellite) images and captions

Organizations

cataluna84's activity

upvoted an article 5 days ago

Article

Welcome Gemma 2 - Google's new open LLM

6 days ago

• 77

upvoted a collection 8 days ago

LLaVA-NeXT-Video

Some powerful video models. • 5 items • Updated 7 days ago • 26

upvoted a collection 15 days ago

4M Models

Multimodal models from https://4m.epfl.ch/ • 14 items • Updated 18 days ago • 29

upvoted a paper 26 days ago

PaLI: A Jointly-Scaled Multilingual Language-Image Model

Paper • 2209.06794 • Published Sep 14, 2022 • 1

upvoted 3 papers 27 days ago

Offline Regularised Reinforcement Learning for Large Language Models Alignment

Paper • 2405.19107 • Published May 29 • 12

Improving the Training of Rectified Flows

Paper • 2405.20320 • Published May 30 • 2

Block Transformer: Global-to-Local Language Modeling for Fast Inference

Paper • 2406.02657 • Published 29 days ago • 35

upvoted an article 28 days ago

Article

Energy Star Ratings for AI Models

By

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May 9

• 19

upvoted a paper 30 days ago

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Paper • 2405.21060 • Published May 31 • 60

upvoted 2 articles about 1 month ago

Article

History of State Space Models (SSM) in 2022

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Apr 11

• 8

Article

MobileNet-V4 (now in timm)

By

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15 days ago

• 30

upvoted a collection about 1 month ago

Idefics2 🐶

Idefics2-8B is a foundation vision-language model. In this collection, you will find the models, datasets and demo related to its creation. • 11 items • Updated May 6 • 86

upvoted an article about 1 month ago

Article

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

Apr 15

• 144

upvoted a paper about 1 month ago

What matters when building vision-language models?

Paper • 2405.02246 • Published May 3 • 91

upvoted a collection about 2 months ago

PaliGemma Release

Pretrained and mix checkpoints for PaliGemma • 16 items • Updated 6 days ago • 119

upvoted 2 articles 2 months ago

Article

Run the strongest open-source LLM model: Llama3 70B with just a single 4GB GPU!

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Apr 21

• 40

Article

Fine-tune Llama 3 with ORPO

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Apr 22

• 204

upvoted a collection 2 months ago

Meta Llama 3

This collection hosts the transformers and original repos of the Meta Llama 3 and Llama Guard 2 releases • 5 items • Updated Apr 18 • 618

upvoted a paper 3 months ago

RecurrentGemma: Moving Past Transformers for Efficient Open Language Models

Paper • 2404.07839 • Published Apr 11 • 40

upvoted an article 3 months ago

Article

CodeGemma - an official Google release for code LLMs

Apr 9

• 98

upvoted a collection 3 months ago

CodeGemma Release

16 items • Updated 6 days ago • 68

upvoted 2 papers 3 months ago

Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Paper • 2404.02258 • Published Apr 2 • 102

Octopus v2: On-device language model for super agent

Paper • 2404.01744 • Published Apr 2 • 55

upvoted a collection 3 months ago

The SPRIGHT T2I collection

This collection contains the datasets, model, paper, and demo associated with the SPRIGHT (SPatially RIGHT) release. • 5 items • Updated Apr 2 • 5

upvoted 2 papers 4 months ago

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Paper • 2403.03507 • Published Mar 6 • 180

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29 • 126

upvoted a collection 4 months ago

💫 StarCoder2

StarCoder2 models and datasets! • 8 items • Updated Mar 1 • 76

upvoted 3 papers 4 months ago

In deep reinforcement learning, a pruned network is a good network

Paper • 2402.12479 • Published Feb 19 • 16

Generative Representational Instruction Tuning

Paper • 2402.09906 • Published Feb 15 • 50

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 91

upvoted 5 papers 5 months ago

An Interactive Agent Foundation Model

Paper • 2402.05929 • Published Feb 8 • 25

Self-Discover: Large Language Models Self-Compose Reasoning Structures

Paper • 2402.03620 • Published Feb 6 • 106

Grandmaster-Level Chess Without Search

Paper • 2402.04494 • Published Feb 7 • 65

ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17 • 27

RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Paper • 2401.08406 • Published Jan 16 • 37

upvoted 20 papers 6 months ago

Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

Paper • 2401.09417 • Published Jan 17 • 52

VMamba: Visual State Space Model

Paper • 2401.10166 • Published Jan 18 • 36

PALP: Prompt Aligned Personalization of Text-to-Image Models

Paper • 2401.06105 • Published Jan 11 • 46

Adding Conditional Control to Text-to-Image Diffusion Models

Paper • 2302.05543 • Published Feb 10, 2023 • 28

PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models

Paper • 2401.05252 • Published Jan 10 • 43

Image Sculpting: Precise Object Editing with 3D Geometry Control

Paper • 2401.01702 • Published Jan 2 • 18

MagicVideo-V2: Multi-Stage High-Aesthetic Video Generation

Paper • 2401.04468 • Published Jan 9 • 46

ODIN: A Single Model for 2D and 3D Perception

Paper • 2401.02416 • Published Jan 4 • 10

MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts

Paper • 2401.04081 • Published Jan 8 • 68

TinyLlama: An Open-Source Small Language Model

Paper • 2401.02385 • Published Jan 4 • 83

Efficient Hybrid Zoom using Camera Fusion on Mobile Phones

Paper • 2401.01461 • Published Jan 2 • 7

Toolformer: Language Models Can Teach Themselves to Use Tools

Paper • 2302.04761 • Published Feb 9, 2023 • 11

Learning Vision from Models Rivals Learning Vision from Data

Paper • 2312.17742 • Published Dec 28, 2023 • 13

Unsupervised Universal Image Segmentation

Paper • 2312.17243 • Published Dec 28, 2023 • 18

LangSplat: 3D Language Gaussian Splatting

Paper • 2312.16084 • Published Dec 26, 2023 • 14

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 132

Analyzing and Improving the Training Dynamics of Diffusion Models

Paper • 2312.02696 • Published Dec 5, 2023 • 31

Fairy: Fast Parallelized Instruction-Guided Video-to-Video Synthesis

Paper • 2312.13834 • Published Dec 20, 2023 • 26

AppAgent: Multimodal Agents as Smartphone Users

Paper • 2312.13771 • Published Dec 21, 2023 • 49

Zero-Shot Metric Depth with a Field-of-View Conditioned Diffusion Model

Paper • 2312.13252 • Published Dec 20, 2023 • 26