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upvoted 3 papers about 2 hours ago

Reinforcement World Model Learning for LLM-based Agents

Paper • 2602.05842 • Published 1 day ago • 11

Length-Unbiased Sequence Policy Optimization: Revealing and Controlling Response Length Variation in RLVR

Paper • 2602.05261 • Published 1 day ago • 42

WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning

Paper • 2602.04634 • Published 2 days ago • 84

upvoted 17 collections about 3 hours ago

FAIR's LayerSkip Llama models

Collection

7 items • Updated Dec 13, 2024 • 4

OPT

Collection

OPT (Open Pretrained Transformer) is a series of open-sourced large causal language models which perform similar in performance to GPT3. • 12 items • Updated Nov 21, 2024 • 9

Sapiens

Collection

Foundation models for human tasks. Code: https://github.com/facebookresearch/sapiens • 72 items • Updated Sep 18, 2024 • 61

Chameleon

Collection

Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR. • 2 items • Updated Jul 9, 2024 • 35

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 Jun 27, 2024 • 156

MusicGen Stereo

Collection

A collection of stereo music generation models as part of the v2 MusicGen release. • 4 items • Updated Apr 24, 2024 • 15

DINOv2

Collection

DINOv2: foundation models producing robust visual features suitable for image-level and pixel-level visual tasks - https://arxiv.org/abs/2304.07193 • 5 items • Updated Aug 13, 2025 • 32

Fairseq S^2 TTS

Collection

Text-to-speech models from fairseq s^2 • 11 items • Updated Jan 16, 2024 • 9

HuBERT

Collection

A collection of checkpoints from the HuBERT release, a speech encoder that learns powerful representations from unlabelled audio data. • 6 items • Updated Jan 16, 2024 • 10

VoxPopuli v2

Collection

A collection of checkpoints from the second VoxPopuli release. • 35 items • Updated Jan 16, 2024 • 7

VoxPopuli

Collection

A collection of open-source artefacts (datasets + checkpoints) from the first VoxPopuli release. • 32 items • Updated Jan 16, 2024 • 5

Robust Wav2Vec 2.0

Collection

A collection of "robust" Wav2Vec 2.0 checkpoints pre-trained on datasets from multiple domains. • 4 items • Updated Jan 16, 2024 • 4

XLS-R

Collection

First release checkpoints for XLS-R, a large-scale model for cross-lingual speech representation learning based on wav2vec 2.0. • 16 items • Updated Jan 16, 2024 • 5

XLSR

Collection

A collection of multilingual Wav2Vec 2.0 checkpoints pre-trained on 53 languages and fine-tuned for CTC speech recognition. • 12 items • Updated Jan 16, 2024 • 8

SeamlessM4T

Collection

SeamlessM4T is designed to provide high quality translation, allowing people from different linguistic communities to communicate effortlessly. • 9 items • Updated Jan 16, 2024 • 16

Wav2Vec 2.0

Collection

A collection for the first release of Wav2Vec 2.0, a speech encoder that learns powerful representations from unlabelled audio data. • 8 items • Updated Jan 16, 2024 • 31

MAGNeT

Collection

Masked Audio Generation using a Single Non-Autoregressive Transformer • 9 items • Updated Apr 4, 2024 • 41