SmolLM2 Collection State-of-the-art compact LLMs for on-device applications: 1.7B, 360M, 135M • 15 items • Updated 3 days ago • 195
MobileLLM Collection Optimizing Sub-billion Parameter Language Models for On-Device Use Cases (ICML 2024) https://arxiv.org/abs/2402.14905 • 9 items • Updated 29 days ago • 99
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss Paper • 2410.17243 • Published Oct 22 • 89
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Paper • 2407.04363 • Published Jul 5 • 27
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 • 146
Latent Consistency Models LoRAs Collection Latent Consistency Models for Stable Diffusion - LoRAs and full fine-tuned weights • 4 items • Updated Nov 10, 2023 • 101
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases Paper • 2402.14905 • Published Feb 22 • 126
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling Paper • 2402.12226 • Published Feb 19 • 41
In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss Paper • 2402.10790 • Published Feb 16 • 41
Efficiently Programming Large Language Models using SGLang Paper • 2312.07104 • Published Dec 12, 2023 • 7
Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions Paper • 2309.10150 • Published Sep 18, 2023 • 24