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Collections including paper arxiv:2502.15814

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17, 2025 • 39
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading

Paper • 2502.12574 • Published Feb 18, 2025 • 13
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 127

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM

Paper • 2503.04724 • Published Mar 6, 2025 • 72
Audio-Aware Large Language Models as Judges for Speaking Styles

Paper • 2506.05984 • Published Jun 6, 2025 • 15
Optimizing Multilingual Text-To-Speech with Accents & Emotions

Paper • 2506.16310 • Published Jun 19, 2025 • 26

All resources for SpeechLMs from "Slamming: Training a Speech Language Model on One GPU in a Day". We provide tokeniser, lm, and datasets

slprl/slam

Audio-to-Audio • Updated Feb 25, 2025 • 49 • 11
slprl/slam_scaled

Audio-to-Audio • Updated May 20, 2025 • 28 • 7
slprl/SpokenSwag

Viewer • Updated Feb 25, 2025 • 67.9k • 50 • 7
slprl/mhubert-base-25hz

Feature Extraction • Updated Jan 10, 2025 • 907 • 4

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38
DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published Dec 27, 2024 • 82
Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning

Paper • 2506.19767 • Published Jun 24, 2025 • 15

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69

FM_Training_Infra

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
Gemini Robotics: Bringing AI into the Physical World

Paper • 2503.20020 • Published Mar 25, 2025 • 31
Gemma 3 Technical Report

Paper • 2503.19786 • Published Mar 25, 2025 • 55

Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU

Paper • 2403.06504 • Published Mar 11, 2024 • 56
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published Feb 10, 2025 • 153
Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 53
SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator

Paper • 2412.12094 • Published Dec 16, 2024 • 11
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

Paper • 2306.07691 • Published Jun 13, 2023 • 13
iSTFTNet: Fast and Lightweight Mel-Spectrogram Vocoder Incorporating Inverse Short-Time Fourier Transform

Paper • 2203.02395 • Published Mar 4, 2022 • 1

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
Small Models Struggle to Learn from Strong Reasoners

Paper • 2502.12143 • Published Feb 17, 2025 • 39
HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading

Paper • 2502.12574 • Published Feb 18, 2025 • 13
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14, 2025 • 127

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
LLMVoX: Autoregressive Streaming Text-to-Speech Model for Any LLM

Paper • 2503.04724 • Published Mar 6, 2025 • 72
Audio-Aware Large Language Models as Judges for Speaking Styles

Paper • 2506.05984 • Published Jun 6, 2025 • 15
Optimizing Multilingual Text-To-Speech with Accents & Emotions

Paper • 2506.16310 • Published Jun 19, 2025 • 26

FM_Training_Infra

Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
Gemini Robotics: Bringing AI into the Physical World

Paper • 2503.20020 • Published Mar 25, 2025 • 31
Gemma 3 Technical Report

Paper • 2503.19786 • Published Mar 25, 2025 • 55

All resources for SpeechLMs from "Slamming: Training a Speech Language Model on One GPU in a Day". We provide tokeniser, lm, and datasets

slprl/slam

Audio-to-Audio • Updated Feb 25, 2025 • 49 • 11
slprl/slam_scaled

Audio-to-Audio • Updated May 20, 2025 • 28 • 7
slprl/SpokenSwag

Viewer • Updated Feb 25, 2025 • 67.9k • 50 • 7
slprl/mhubert-base-25hz

Feature Extraction • Updated Jan 10, 2025 • 907 • 4

Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU

Paper • 2403.06504 • Published Mar 11, 2024 • 56
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published Feb 10, 2025 • 153
Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69

Offline Reinforcement Learning for LLM Multi-Step Reasoning

Paper • 2412.16145 • Published Dec 20, 2024 • 38
DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published Dec 27, 2024 • 82
Slamming: Training a Speech Language Model on One GPU in a Day

Paper • 2502.15814 • Published Feb 19, 2025 • 69
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning

Paper • 2506.19767 • Published Jun 24, 2025 • 15

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 53
SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator

Paper • 2412.12094 • Published Dec 16, 2024 • 11
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

Paper • 2306.07691 • Published Jun 13, 2023 • 13
iSTFTNet: Fast and Lightweight Mel-Spectrogram Vocoder Incorporating Inverse Short-Time Fourier Transform

Paper • 2203.02395 • Published Mar 4, 2022 • 1

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