RichardForests (Richrich)

upvoted a paper about 2 months ago

KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 41

upvoted an article 3 months ago

Article

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

May 24, 2023

• 79

upvoted 6 papers 3 months ago

Sampling 3D Gaussian Scenes in Seconds with Latent Diffusion Models

Paper • 2406.13099 • Published Jun 18 • 4

ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning

Paper • 2406.14130 • Published Jun 20 • 10

DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning

Paper • 2406.11896 • Published Jun 14 • 18

GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14 • 22

Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities

Paper • 2406.14562 • Published Jun 20 • 27

Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs

Paper • 2406.14544 • Published Jun 20 • 34

upvoted 13 papers 4 months ago

Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory

Paper • 2405.08707 • Published May 14 • 27

Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 125

LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published May 15 • 86

Toon3D: Seeing Cartoons from a New Perspective

Paper • 2405.10320 • Published May 16 • 19

Observational Scaling Laws and the Predictability of Language Model Performance

Paper • 2405.10938 • Published May 17 • 11

Layer-Condensed KV Cache for Efficient Inference of Large Language Models

Paper • 2405.10637 • Published May 17 • 19

Towards Modular LLMs by Building and Reusing a Library of LoRAs

Paper • 2405.11157 • Published May 18 • 25

FIFO-Diffusion: Generating Infinite Videos from Text without Training

Paper • 2405.11473 • Published May 19 • 53

upvoted a collection 4 months ago

PEFT

Collection

200 items • Updated Jul 8 • 14

upvoted a paper 4 months ago

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20 • 45

upvoted a collection 4 months ago

[lecture artifacts] aligning open language models

Collection

artifacts referenced in the talk timeline! Slides: https://docs.google.com/presentation/d/1quMyI4BAx4rvcDfk8jjv063bmHg4RxZd9mhQloXpMn0/edit?usp=sharin • 63 items • Updated Apr 17 • 55

upvoted a paper 4 months ago

CAT3D: Create Anything in 3D with Multi-View Diffusion Models

Paper • 2405.10314 • Published May 16 • 43

upvoted 2 articles 4 months ago

Article

Easily Train Models with H100 GPUs on NVIDIA DGX Cloud

Mar 18

• 4

Article

🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware

Feb 10, 2023

• 35

upvoted 8 papers 4 months ago

FLAME: Factuality-Aware Alignment for Large Language Models

Paper • 2405.01525 • Published May 2 • 24

StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Paper • 2405.01434 • Published May 2 • 51

Granite Code Models: A Family of Open Foundation Models for Code Intelligence

Paper • 2405.04324 • Published May 7 • 20

SAGS: Structure-Aware 3D Gaussian Splatting

Paper • 2404.19149 • Published Apr 29 • 13

GS-LRM: Large Reconstruction Model for 3D Gaussian Splatting

Paper • 2404.19702 • Published Apr 30 • 18

InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation

Paper • 2404.19427 • Published Apr 30 • 71

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30 • 108

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29 • 118

upvoted 2 papers 5 months ago

Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models

Paper • 2405.01535 • Published May 2 • 114

Iterative Reasoning Preference Optimization

Paper • 2404.19733 • Published Apr 30 • 46

upvoted an article 5 months ago

Article

Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints

May 1

• 61

upvoted a paper 5 months ago

Invisible Stitch: Generating Smooth 3D Scenes with Depth Inpainting

Paper • 2404.19758 • Published Apr 30 • 10

upvoted an article 5 months ago

Article

Improving Prompt Consistency with Structured Generations

Apr 30

• 52

upvoted 3 papers 5 months ago

MicroDreamer: Zero-shot 3D Generation in sim20 Seconds by Score-based Iterative Reconstruction

Paper • 2404.19525 • Published Apr 30 • 9

Layer Skip: Enabling Early Exit Inference and Self-Speculative Decoding

Paper • 2404.16710 • Published Apr 25 • 57

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Paper • 2404.14619 • Published Apr 22 • 124

upvoted 2 articles 5 months ago

Article

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

Apr 22

• 78

Article

Design choices for Vision Language Models in 2024

By

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Apr 16

• 23

upvoted a paper 5 months ago

Multi-Head Mixture-of-Experts

Paper • 2404.15045 • Published Apr 23 • 58

upvoted a collection 5 months ago

Open-Bezoar

Collection

Small, Cost-Effective and Open Models Trained on Mixes of Instruction Data • 7 items • Updated Apr 19 • 6

upvoted 4 papers 5 months ago

OpenBezoar: Small, Cost-Effective and Open Models Trained on Mixes of Instruction Data

Paper • 2404.12195 • Published Apr 18 • 11

DreamScene360: Unconstrained Text-to-3D Scene Generation with Panoramic Gaussian Splatting

Paper • 2404.06903 • Published Apr 10 • 16

RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion

Paper • 2404.07199 • Published Apr 10 • 24

JetMoE: Reaching Llama2 Performance with 0.1M Dollars

Paper • 2404.07413 • Published Apr 11 • 35

upvoted a collection 5 months ago

DPO vs KTO vs IPO

Collection

A collection of datasets and models used for the Aligning LLMs with Direct Preference Optimization Methods blogpost • 2 items • Updated Jan 16 • 11

upvoted 3 papers 5 months ago

Zephyr: Direct Distillation of LM Alignment

Paper • 2310.16944 • Published Oct 25, 2023 • 120

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30

RecurrentGemma: Moving Past Transformers for Efficient Open Language Models

Paper • 2404.07839 • Published Apr 11 • 41

upvoted an article 5 months ago

Article

Mixture of Depth is Vibe

By

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Apr 22

• 43

upvoted a paper 5 months ago

MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation

Paper • 2404.05674 • Published Apr 8 • 13

upvoted an article 5 months ago

Article

CodeGemma - an official Google release for code LLMs

Apr 9

• 99

upvoted a paper 5 months ago

Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models

Paper • 2402.17177 • Published Feb 27 • 88

upvoted a collection 5 months ago

VisionLM

Collection

333 items • Updated 2 days ago • 23

Richrich

AI & ML interests

Organizations

RichardForests's activity

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

Easily Train Models with H100 GPUs on NVIDIA DGX Cloud

🤗 PEFT: Parameter-Efficient Fine-Tuning of Billion-Scale Models on Low-Resource Hardware

Powerful ASR + diarization + speculative decoding with Hugging Face Inference Endpoints

Improving Prompt Consistency with Structured Generations

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent

Design choices for Vision Language Models in 2024

Mixture of Depth is Vibe

CodeGemma - an official Google release for code LLMs