mrm8488 (Manuel Romero)

upvoted a paper 1 day ago

Scaling Synthetic Data Creation with 1,000,000,000 Personas

Paper • 2406.20094 • Published 4 days ago • 69

upvoted a collection 5 days ago

LLM Compiler

Collection

Meta LLM Compiler is a state-of-the-art LLM that builds upon Code Llama with improved performance for code optimization and compiler reasoning. • 4 items • Updated 5 days ago • 128

upvoted an article 7 days ago

Article

Going multimodal: How Prezi is leveraging the Hub and the Expert Support Program to accelerate their ML roadmap

14 days ago

• 6

upvoted a collection 7 days ago

Cambrian Data

Collection

3 items • Updated 7 days ago • 6

upvoted a collection 10 days ago

Embedding Model Datasets

Collection

A curated subset of the datasets that work out of the box with Sentence Transformers: https://huggingface.co/datasets?other=sentence-transformers • 66 items • Updated 12 days ago • 43

upvoted a paper 10 days ago

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published 12 days ago • 75

upvoted a collection 14 days ago

Florence

Collection

9 items • Updated 18 days ago • 131

upvoted a collection 15 days ago

FP8 LLMs for vLLM

Collection

Accurate FP8 quantized models by Neural Magic, ready for use with vLLM! • 15 items • Updated about 7 hours ago • 16

upvoted 4 papers 18 days ago

upvoted a collection 19 days ago

Magpie-Pro

Collection

Dataset built with Meta Llama 3 70B. Models are fine-tuned from Llama 3 8B. • 8 items • Updated 1 day ago • 14

upvoted an article 20 days ago

Article

Putting RL back in RLHF

21 days ago

• 50

upvoted 2 papers 24 days ago

Show, Don't Tell: Aligning Language Models with Demonstrated Feedback

Paper • 2406.00888 • Published about 1 month ago • 29

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Paper • 2406.01574 • Published 29 days ago • 42

upvoted an article 29 days ago

Article

Uncensor any LLM with abliteration

By

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20 days ago

• 226

upvoted a collection about 1 month ago

sentence-transformers-from-synthetic-data

Collection

Example of using distilabel to generate synthetic triplets data for fine-tuning a Sentence Transformer model • 4 items • Updated 12 days ago • 20

upvoted an article about 1 month ago

Article

Synthetic dataset generation techniques: generating custom sentence similarity data

By

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May 23

• 12

upvoted 3 articles about 2 months ago

Article

Train custom AI models with the trainer API and adapt them to 🤗

By

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3 days ago

• 28

Article

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

May 14

• 157

Article

How to Finetune phi-3 on MacBook Pro

By

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Apr 24

• 59

upvoted a paper 2 months ago

WildChat: 1M ChatGPT Interaction Logs in the Wild

Paper • 2405.01470 • Published May 2 • 57

upvoted an article 2 months ago

Article

GaLore: Advancing Large Model Training on Consumer-grade Hardware

Mar 20

• 22

upvoted 2 collections 2 months ago

Model Merging

Collection

Model Merging is a very popular technique nowadays in LLM. Here is a chronological list of papers on the space that will help you get started with it! • 30 items • Updated 20 days ago • 192

Performance LLMs - Base Models

Collection

22 items • Updated Apr 26 • 6

upvoted an article 2 months ago

Article

seemore: Implement a Vision Language Model from Scratch

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9 days ago

• 48

upvoted a paper 2 months ago

Sailor: Open Language Models for South-East Asia

Paper • 2404.03608 • Published Apr 4 • 17

upvoted an article 3 months ago

Article

Welcome Llama 3 - Meta's new open LLM

Apr 18

• 254

upvoted a collection 3 months ago

fuck quadratic attention

Collection

11 items • Updated Apr 24 • 20

upvoted a paper 3 months ago

TransformerFAM: Feedback attention is working memory

Paper • 2404.09173 • Published Apr 14 • 42

upvoted an article 3 months ago

Article

Vision Language Models Explained

Apr 11

• 114

upvoted 2 papers 3 months ago

Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Paper • 2404.03715 • Published Apr 4 • 58

Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order

Paper • 2404.00399 • Published Mar 30 • 40

upvoted 5 collections 4 months ago

DIBT Prompt collective SPIN

Collection

This collection contains resources related to the replication of SPIN with the dibt prompt collective dataset • 8 items • Updated Mar 12 • 7

Awesome Document AI

Collection

A collection of open-source document AI 📄 📝 📈 • 27 items • Updated Mar 11 • 41

Pre-trained LMs ES

Collection

Monolingual language models pre-trained on Spanish and related languages. • 20 items • Updated May 6 • 6

Agentics

Collection

13 items • Updated Feb 28 • 1

Instruction-Tuned Models ES

Collection

Instruction-tuned models in Spanish and other related languages • 7 items • Updated May 6 • 4

upvoted a paper 4 months ago

LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21 • 106

upvoted a collection 4 months ago

OpenCodeInterpreter

Collection

18 items • Updated Mar 3 • 76

upvoted 3 papers 4 months ago

Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Paper • 2402.13064 • Published Feb 20 • 46

User-LLM: Efficient LLM Contextualization with User Embeddings

Paper • 2402.13598 • Published Feb 21 • 18

Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains

Paper • 2402.05140 • Published Feb 6 • 18

upvoted a collection 4 months ago

LLMS - Knowledge / Domain Adaptions

Collection

2 items • Updated Feb 21 • 1

upvoted a paper 4 months ago

Instruction-tuned Language Models are Better Knowledge Learners

Paper • 2402.12847 • Published Feb 20 • 24

upvoted 3 collections 4 months ago

🌌 Cosmopedia

Collection

Resources for Cosmopedia dataset • 5 items • Updated Feb 20 • 8

OLMo Suite

Collection

Artifacts for the first set of OLMo models. • 14 items • Updated 7 days ago • 37

Benchmarks

Collection

15 items • Updated Feb 19 • 2

upvoted a paper 4 months ago

In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss

Paper • 2402.10790 • Published Feb 16 • 40

upvoted a paper 5 months ago

AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts

Paper • 2402.07625 • Published Feb 12 • 10

upvoted a collection 5 months ago

datasets-SPIN

Collection

Generated synthetic data used to finetune SPIN. • 8 items • Updated Feb 9 • 10

upvoted 4 papers 5 months ago

StepCoder: Improve Code Generation with Reinforcement Learning from Compiler Feedback

Paper • 2402.01391 • Published Feb 2 • 41

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Paper • 2401.16158 • Published Jan 29 • 16

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 135

The Rise and Potential of Large Language Model Based Agents: A Survey

Paper • 2309.07864 • Published Sep 14, 2023 • 5

upvoted a collection 5 months ago

Canonical models

Collection

This collection lists all the historical (pre-"Hub") canonical model checkpoints, i.e. repos that were not under an org or user namespace • 68 items • Updated Feb 13 • 13

upvoted a paper 5 months ago

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 77

upvoted 2 collections 6 months ago

MoEs papers reading list

Collection

44 items • Updated 20 days ago • 127

haiku

Collection

🌸 This is a collection of synthetic datasets built to help improve the ability of open language models to better write haikus through the use of DPO • 3 items • Updated 12 days ago • 4

Manuel Romero PRO

AI & ML interests

Organizations

mrm8488's activity

Going multimodal: How Prezi is leveraging the Hub and the Expert Support Program to accelerate their ML roadmap

Putting RL back in RLHF

Uncensor any LLM with abliteration

Synthetic dataset generation techniques: generating custom sentence similarity data

Train custom AI models with the trainer API and adapt them to 🤗

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

How to Finetune phi-3 on MacBook Pro

GaLore: Advancing Large Model Training on Consumer-grade Hardware

seemore: Implement a Vision Language Model from Scratch

Welcome Llama 3 - Meta's new open LLM

Vision Language Models Explained