Piyush Maharana

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upvoted an article 29 days ago

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Article

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

Mar 1, 2020

• 165

upvoted 5 articles about 1 month ago

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Article

The N Implementation Details of RLHF with PPO

Oct 24, 2023

• 40

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KV Caching Explained: Optimizing Transformer Inference Efficiency

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Jan 30

• 36

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Article

We now support VLMs in smolagents!

Jan 24

• 91

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

Jan 23

• 146

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Getting Started With Embeddings

Jun 23, 2022

• 58

upvoted an article about 2 months ago

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Mastering Long Contexts in LLMs with KVPress

By and 1 other •

Jan 23

• 64

upvoted 2 papers about 2 months ago

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

Paper • 2501.09686 • Published Jan 16 • 37

Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps

Paper • 2501.09732 • Published Jan 16 • 70

upvoted 2 collections about 2 months ago

Tools 4 Agents

Collection

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

Collection

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 2 months ago

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Article

Mastering Tensor Dimensions in Transformers

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Jan 12

• 48

upvoted an article 2 months ago

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

By and 5 others •

Dec 23, 2024

• 18

upvoted a paper 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 2 months ago

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Article

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

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Aug 26, 2024

• 51

upvoted 3 collections 3 months ago

timm tiny test models

Collection

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

Llama 3.3 (All Versions)

Collection

Meta's new Llama 3.3 (70B) model in all formats. Includes GGUF, 4-bit bnb and original versions. • 3 items • Updated 11 days ago • 36

Unsloth 4-bit Dynamic Quants

Collection

Unsloths Dynamic 4bit Quants selectively skips quantizing certain parameters; greatly improving accuracy while only using <10% more VRAM than BnB 4bit • 23 items • Updated 2 days ago • 56

upvoted 2 articles 7 months ago

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Article

Open LLM Leaderboard: DROP deep dive

Dec 1, 2023

• 6

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

May 24, 2023

• 124