🪐 SmolLM Collection A series of smol LLMs: 135M, 360M and 1.7B. We release base and Instruct models as well as the training corpus and some WebGPU demos • 12 items • Updated Aug 18 • 198
MobileLLM Collection Optimizing Sub-billion Parameter Language Models for On-Device Use Cases (ICML 2024) https://arxiv.org/abs/2402.14905 • 8 items • Updated 15 days ago • 95
Moshi v0.1 Release Collection MLX, Candle & PyTorch model checkpoints released as part of the Moshi release from Kyutai. Run inference via: https://github.com/kyutai-labs/moshi • 13 items • Updated Sep 18 • 218
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models Paper • 2402.07033 • Published Feb 10 • 16
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Paper • 2401.09417 • Published Jan 17 • 59
ML for Tools Collection Collection of papers about ML for using tools! • 25 items • Updated Jan 17 • 9
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 Jun 12 • 217
Understanding LLMs: A Comprehensive Overview from Training to Inference Paper • 2401.02038 • Published Jan 4 • 62
Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers Paper • 2312.03694 • Published Dec 6, 2023 • 2