Open-Source Text Generation & LLM Ecosystem at Hugging Face

State of Open Source on Hugging Face: Spring 2026

Introducing multi-backends (TRT-LLM, vLLM) support for Text Generation Inference

Hugging Face Text Generation Inference available for AWS Inferentia2

Achieving Precise Text-To-Cypher Via Grounded Knowledge Graph Data Generation

arXiv:2606. 14325v1 Announce Type: cross Abstract: Property Graphs are rapidly being adopted as database frameworks for representing heterogeneous data sources.

From OpenAI to Open LLMs with Messages API on Hugging Face

Assisted Generation: a new direction toward low-latency text generation

Huggy Lingo: Using Machine Learning to Improve Language Metadata on the Hugging Face Hub

Little Brains, Big Feats: Exploring Compact Language Models

While large language models have been dominating the research landscape recently, small language models remain highly relevant across various domains; yet, they receive far less attention. In this study, we investigate how smaller language models perform during the generation stage within a Retrieval-Augmented Generation (RAG) system.

Deploy LLMs with Hugging Face Inference Endpoints

Open-source LLMs as LangChain Agents

Welcome Gemma 3: Google's all new multimodal, multilingual, long context open LLM

Fine-tune Any LLM from the Hugging Face Hub with Together AI