Piyush Maharana's picture

Piyush Maharana

catastropiyush

·

https://catastropiyush.github.io/

catastropiyush

AI & ML interests

LLMs for scientific data extraction, Solid State Hydrogen Storage,Machine Learning

Recent Activity

updated a Space 2 days ago

catastropiyush/resume_scorer

published a Space 2 days ago

catastropiyush/resume_scorer

liked a model 3 days ago

unsloth/r1-1776-GGUF

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Organizations

catastropiyush's activity

upvoted an article 15 days ago

Article

How to generate text: using different decoding methods for language generation with Transformers

Mar 1, 2020

• 157

upvoted an article 18 days ago

Article

The N Implementation Details of RLHF with PPO

Oct 24, 2023

• 39

upvoted an article 24 days ago

Article

KV Caching Explained: Optimizing Transformer Inference Efficiency

By

•

25 days ago

• 31

upvoted an article 25 days ago

Article

We now support VLMs in smolagents!

Jan 24

• 84

upvoted an article 27 days ago

Article

SmolVLM Grows Smaller – Introducing the 250M & 500M Models!

Jan 23

• 142

upvoted an article 29 days ago

Article

Getting Started With Embeddings

Jun 23, 2022

• 55

upvoted an article about 1 month ago

Article

Mastering Long Contexts in LLMs with KVPress

By

and 1 other •

Jan 23

• 63

upvoted 2 papers about 1 month ago

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Paper • 2501.09686 • Published Jan 16 • 36

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Paper • 2501.09732 • Published Jan 16 • 69

upvoted 2 collections about 1 month ago

Tools 4 Agents

This is a collection of spaces on the hub that are useful for building agents. https://huggingface.co/docs/smolagents/en/tutorials/tools • 5 items • Updated Jan 14 • 7

mechanistic interpretability with sparse autoencoders

A collection of papers that I found useful for learning about using Sparse Autoencoders for finding interpretable features in language models • 9 items • Updated Sep 3, 2024 • 1

upvoted an article about 1 month ago

Article

Mastering Tensor Dimensions in Transformers

By

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Jan 12

• 44

upvoted an article about 2 months ago

Article

FineWeb2-C: Help Build Better Language Models in Your Language

By

and 5 others •

Dec 23, 2024

• 18

upvoted a paper about 2 months ago

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

Paper • 2411.15221 • Published Nov 20, 2024 • 30

upvoted an article about 2 months ago

Article

Efficient Deep Learning: A Comprehensive Overview of Optimization Techniques 👐 📚

By

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Aug 26, 2024

• 50

upvoted a collection 2 months ago

timm tiny test models

A collection of very small (~300-500k parameter) models at 160x160 resolution, for testing purposes. Trained on ImageNet-1k. • 13 items • Updated Oct 2, 2024 • 5

upvoted 2 collections 3 months ago

Llama 3.3 (All Versions)

Meta's new Llama 3.3 (70B) model in all formats. Includes GGUF, 4-bit bnb and original versions. • 3 items • Updated 20 days ago • 36

Unsloth 4-bit Dynamic Quants

Unsloths Dynamic 4bit Quants selectively skips quantizing certain parameters; greatly improving accuracy while only using <10% more VRAM than BnB 4bit • 22 items • Updated 8 days ago • 48

upvoted 2 articles 6 months ago

Article

Open LLM Leaderboard: DROP deep dive

Dec 1, 2023

• 6

Article

Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

May 24, 2023

• 119