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 a paper 1 day ago

OpenDevin: An Open Platform for AI Software Developers as Generalist Agents

Paper • 2407.16741 • Published 3 days ago • 45

upvoted a collection 1 day ago

Minitron

A family of compressed models obtained via pruning and knowledge distillation • 2 items • Updated 5 days ago • 17

upvoted a paper 1 day ago

Compact Language Models via Pruning and Knowledge Distillation

Paper • 2407.14679 • Published 7 days ago • 27

upvoted a collection 1 day ago

MambaVision

MambaVision: A Hybrid Mamba-Transformer Vision Backbone. Includes tiny, tiny2, small, base, large and large2 variants. • 8 items • Updated 3 days ago • 4

upvoted an article 1 day ago

Article

Uncensor any LLM with abliteration

By

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Jun 13

• 250

upvoted 2 collections 3 days ago

Llama 3.1

This collection hosts the transformers and original repos of the Meta Llama 3.1, Llama Guard 3 and Prompt Guard models • 11 items • Updated 1 day ago • 384

DCLM

DCLM Models + Datasets • 7 items • Updated 4 days ago • 35

upvoted a paper 4 days ago

LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference

Paper • 2407.14057 • Published 8 days ago • 35

upvoted 3 articles 5 days ago

Article

PaliGemma – Google's Cutting-Edge Open Vision Language Model

May 14

• 175

Article

Falcon 2: An 11B parameter pretrained language model and VLM, trained on over 5000B tokens tokens and 11 languages

May 24

• 24

Article

Vision Language Models Explained

Apr 11

• 144

upvoted a paper 15 days ago

MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Paper • 2407.08083 • Published 16 days ago • 23

upvoted a paper 16 days ago

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Paper • 2407.07895 • Published 16 days ago • 36

upvoted a paper 21 days ago

DETRs Beat YOLOs on Real-time Object Detection

Paper • 2304.08069 • Published Apr 17, 2023 • 10

upvoted an article 29 days ago

Article

Welcome Gemma 2 - Google's new open LLM

about 1 month ago

• 99

upvoted 2 collections about 1 month ago

LLaVA-NeXT-Video

Some powerful video models. • 6 items • Updated 1 day ago • 30

4M Models

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

upvoted 4 papers about 2 months ago

PaLI: A Jointly-Scaled Multilingual Language-Image Model

Paper • 2209.06794 • Published Sep 14, 2022 • 1

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 Jun 4 • 36

upvoted an article about 2 months ago

Article

Energy Star Ratings for AI Models

By

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May 9

• 21

upvoted a paper about 2 months ago

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

Paper • 2405.21060 • Published May 31 • 61

upvoted an article about 2 months ago

Article

History of State Space Models (SSM) in 2022

By

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Apr 11

• 9

upvoted an article 2 months ago

Article

MobileNet-V4 (now in timm)

By

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Jun 17

• 30

upvoted a collection 2 months 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 • 88

upvoted an article 2 months ago

Article

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

Apr 15

• 149

upvoted a paper 2 months ago

What matters when building vision-language models?

Paper • 2405.02246 • Published May 3 • 93

upvoted a collection 2 months ago

PaliGemma Release

Pretrained and mix checkpoints for PaliGemma • 16 items • Updated 1 day ago • 125

upvoted 2 articles 3 months ago

Article

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

By

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Apr 21

• 40

Article

Fine-tune Llama 3 with ORPO

By

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Apr 22

• 212

upvoted a collection 3 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 1 day ago • 659

upvoted a paper 4 months ago

RecurrentGemma: Moving Past Transformers for Efficient Open Language Models

Paper • 2404.07839 • Published Apr 11 • 40

upvoted an article 4 months ago

Article

CodeGemma - an official Google release for code LLMs

Apr 9

• 98

upvoted a collection 4 months ago

CodeGemma Release

16 items • Updated 1 day ago • 70

upvoted 2 papers 4 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 4 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 5 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 5 months ago

💫 StarCoder2

StarCoder2 models and datasets! • 8 items • Updated Mar 1 • 78

upvoted 4 papers 5 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 • 92

An Interactive Agent Foundation Model

Paper • 2402.05929 • Published Feb 8 • 25

upvoted 7 papers 6 months ago

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

Paper • 2402.03620 • Published Feb 6 • 108

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

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

Paper • 2401.09417 • Published Jan 17 • 54

VMamba: Visual State Space Model

Paper • 2401.10166 • Published Jan 18 • 37

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

Paper • 2401.06105 • Published Jan 11 • 46

upvoted 8 papers 7 months ago

Adding Conditional Control to Text-to-Image Diffusion Models

Paper • 2302.05543 • Published Feb 10, 2023 • 32

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

Paper • 2401.05252 • Published Jan 10 • 44

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 • 69

TinyLlama: An Open-Source Small Language Model

Paper • 2401.02385 • Published Jan 4 • 84

Efficient Hybrid Zoom using Camera Fusion on Mobile Phones

Paper • 2401.01461 • Published Jan 2 • 7