KnutJaegersberg (Knut Jägersberg)

upvoted a paper 6 days ago

Zamba: A Compact 7B SSM Hybrid Model

Paper • 2405.16712 • Published 7 days ago • 17

upvoted an article 9 days ago

Article

GPU Poor Savior: Revolutionizing Low-Bit Open Source LLMs and Cost-Effective Edge Computing

By

•

9 days ago

• 9

upvoted an article 11 days ago

Article

⚗️ 🧑🏼‍🌾 Let's grow some Domain Specific Datasets together

By

•

Apr 29

• 27

upvoted a collection 12 days ago

Phi-3

Collection

Phi-3 family of small language and multi-modal models. Language models are available in short- and long-context lengths. • 22 items • Updated 3 days ago • 302

upvoted a paper 17 days ago

LoRA Learns Less and Forgets Less

Paper • 2405.09673 • Published 18 days ago • 73

upvoted a collection 24 days ago

Neo-Models

Collection

Neo • 9 items • Updated 5 days ago • 12

upvoted 2 articles about 1 month ago

Article

Bringing the Artificial Analysis LLM Performance Leaderboard to Hugging Face

May 3

• 13

Article

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

By

•

Apr 21

• 37

upvoted a paper about 1 month ago

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Paper • 2404.18796 • Published Apr 29 • 66

upvoted an article about 1 month ago

Article

Estimating Memory Consumption of LLMs for Inference and Fine-Tuning for Cohere Command-R+

By

•

Apr 26

• 6

upvoted a paper about 1 month ago

How Good Are Low-bit Quantized LLaMA3 Models? An Empirical Study

Paper • 2404.14047 • Published Apr 22 • 37

upvoted 4 papers about 2 months ago

Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models

Paper • 2404.04478 • Published Apr 6 • 11

CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues

Paper • 2404.03820 • Published Apr 4 • 21

No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance

Paper • 2404.04125 • Published Apr 4 • 27

MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens

Paper • 2404.03413 • Published Apr 4 • 21

upvoted 3 collections 2 months ago

upvoted a paper 2 months ago

TnT-LLM: Text Mining at Scale with Large Language Models

Paper • 2403.12173 • Published Mar 18 • 17

upvoted a collection 3 months ago

occiglot-eu5-7b-v0.1

Collection

First release of 7B LLMs models for the 5 biggest European languages. All models initialised from mistral-7b-v0.1. • 10 items • Updated Mar 7 • 17

upvoted 2 papers 3 months ago

Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7 • 59

EMO: Emote Portrait Alive - Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

Paper • 2402.17485 • Published Feb 27 • 182

upvoted a paper 4 months ago

Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 91

upvoted a collection 4 months ago

Qwen1.5

Collection

Qwen1.5 is the improved version of Qwen, the large language model series developed by Alibaba Cloud. • 55 items • Updated 21 days ago • 184

upvoted 3 papers 4 months ago

Weaver: Foundation Models for Creative Writing

Paper • 2401.17268 • Published Jan 30 • 39

Quantifying the Carbon Emissions of Machine Learning

Paper • 1910.09700 • Published Oct 21, 2019 • 4

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Paper • 2401.12070 • Published Jan 22 • 41

upvoted 10 papers 5 months ago

ChatQA: Building GPT-4 Level Conversational QA Models

Paper • 2401.10225 • Published Jan 18 • 32

ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17 • 27

Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation

Paper • 2401.08417 • Published Jan 16 • 27

TeleChat Technical Report

Paper • 2401.03804 • Published Jan 8 • 7

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

Paper • 2401.01335 • Published Jan 2 • 61

aMUSEd: An Open MUSE Reproduction

Paper • 2401.01808 • Published Jan 3 • 27

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 73

Supervised Knowledge Makes Large Language Models Better In-context Learners

Paper • 2312.15918 • Published Dec 26, 2023 • 8

WaveCoder: Widespread And Versatile Enhanced Instruction Tuning with Refined Data Generation

Paper • 2312.14187 • Published Dec 20, 2023 • 49

MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications

Paper • 2310.15777 • Published Oct 24, 2023 • 2

upvoted 2 papers 6 months ago

Beyond Surface: Probing LLaMA Across Scales and Layers

Paper • 2312.04333 • Published Dec 7, 2023 • 18

Magicoder: Source Code Is All You Need

Paper • 2312.02120 • Published Dec 4, 2023 • 78

upvoted 2 papers 7 months ago

Teaching Language Models to Self-Improve through Interactive Demonstrations

Paper • 2310.13522 • Published Oct 20, 2023 • 10

Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models

Paper • 2310.13127 • Published Oct 19, 2023 • 10

upvoted 3 collections 8 months ago

LLM Leaderboard best models ❤️‍🔥

Collection

A daily uploaded list of models with best evaluations on the LLM leaderboard: • 76 items • Updated 3 days ago • 314

smol models

Collection

Models where the size of the model file (model.safetensors or pytorch_model.bin) < 50mb • 58 items • Updated Oct 6, 2023 • 6

Recent models: last 100 repos, sorted by creation date

Collection

The last 100 repos I have created. Sorted by creation date descending, so the most recently created repos appear at the top. • 121 items • Updated Jan 31 • 450

upvoted a paper 9 months ago

Learning Interpretable Style Embeddings via Prompting LLMs

Paper • 2305.12696 • Published May 22, 2023 • 3

upvoted 2 papers 10 months ago

TPTU: Task Planning and Tool Usage of Large Language Model-based AI Agents

Paper • 2308.03427 • Published Aug 7, 2023 • 13

Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models

Paper • 2308.00304 • Published Aug 1, 2023 • 22

upvoted 5 papers 11 months ago

Llama 2: Open Foundation and Fine-Tuned Chat Models

Paper • 2307.09288 • Published Jul 18, 2023 • 235

WizardCoder: Empowering Code Large Language Models with Evol-Instruct

Paper • 2306.08568 • Published Jun 14, 2023 • 27

Stay on topic with Classifier-Free Guidance

Paper • 2306.17806 • Published Jun 30, 2023 • 26

Instruction Mining: High-Quality Instruction Data Selection for Large Language Models

Paper • 2307.06290 • Published Jul 12, 2023 • 9

Extending Context Window of Large Language Models via Positional Interpolation

Paper • 2306.15595 • Published Jun 27, 2023 • 52

Knut Jägersberg

AI & ML interests

Articles

Towards actively reasoning LLM systems

Organizations

KnutJaegersberg's activity

GPU Poor Savior: Revolutionizing Low-Bit Open Source LLMs and Cost-Effective Edge Computing

⚗️ 🧑🏼‍🌾 Let's grow some Domain Specific Datasets together

Bringing the Artificial Analysis LLM Performance Leaderboard to Hugging Face

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

Estimating Memory Consumption of LLMs for Inference and Fine-Tuning for Cohere Command-R+