Manuel Romero's picture

In a Training Loop 🔄

Manuel Romero PRO

mrm8488

·

https://mrm8488.github.io

AI & ML interests

#AI Research and Democratization. NLP/NLG 🤗

Recent Activity

upvoted a paper 1 day ago

Recursive Language Models Meet Uncertainty: The Surprising Effectiveness of Self-Reflective Program Search for Long Context

upvoted a paper 1 day ago

Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation

upvoted an article 4 days ago

**LoRA Fine-Tuning BitNet b1.58 LLMs on Heterogeneous Edge GPUs via QVAC Fabric**

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Organizations

upvoted 2 papers 1 day ago

Recursive Language Models Meet Uncertainty: The Surprising Effectiveness of Self-Reflective Program Search for Long Context

Paper • 2603.15653 • Published 15 days ago • 9

Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation

Paper • 2603.19220 • Published 2 days ago • 41

upvoted an article 4 days ago

Article

LoRA Fine-Tuning BitNet b1.58 LLMs on Heterogeneous Edge GPUs via QVAC Fabric

5 days ago

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11

upvoted a paper 9 days ago

Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards

Paper • 2603.09117 • Published 12 days ago • 9

upvoted a collection 9 days ago

Qwen3.5-text-only

Qwen3.5-text-only • 4 items • Updated 10 days ago • 11

upvoted an article 11 days ago

Article

ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT models?

about 1 month ago

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19

upvoted a paper 23 days ago

Diffusion-Pretrained Dense and Contextual Embeddings

Paper • 2602.11151 • Published Feb 11 • 22

upvoted a collection 28 days ago

GPT 5 Codex

Distilled models and datasets for GPT 5 Codex • 7 items • Updated Dec 20, 2025 • 5

upvoted an article about 1 month ago

Article

Forge: Scalable Agent RL Framework and Algorithm

Feb 13

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139

upvoted 2 collections 3 months ago

🧮functiongemma ft mobile-actions

A collection of functiongemma-270m-it models fine-tuned on mobile actions dataset for Spanish, French and Italian • 3 items • Updated Jan 5 • 3

JustRL

2 items • Updated Nov 1, 2025 • 5

upvoted 2 articles 3 months ago

Article

Aligning to What? Rethinking Agent Generalization in MiniMax M2

Oct 30, 2025

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43

Article

Encoding the World's Medical Knowledge into 970K

Dec 22, 2025

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15

upvoted a paper 3 months ago

Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 244

upvoted an article 4 months ago

Article

We Got Claude to Fine-Tune an Open Source LLM

Dec 4, 2025

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613

upvoted a collection 4 months ago

Nemotron RAG

Set of tools to build retrieval-augmented generation (RAG) systems, improve search and ranking accuracy, and extract structured data from complex docs • 9 items • Updated 1 day ago • 84

upvoted a paper 4 months ago

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 126

upvoted a collection 4 months ago

Olmo 3 Post-training

All artifacts for post-training Olmo 3. Datasets follow the model that resulted from training on them. • 32 items • Updated Dec 23, 2025 • 51

upvoted a paper 4 months ago

Black-Box On-Policy Distillation of Large Language Models

Paper • 2511.10643 • Published Nov 13, 2025 • 52

upvoted an article 4 months ago

Article

How to train a new language model from scratch using Transformers and Tokenizers

Feb 14, 2020

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60