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domain	fastino.ai
summary	GLiNER-2-XL, a state-of-the-art natural language processing (NLP) model, has been launched. This model offers advanced classification and named entity recognition (NER) capabilities in a single package. The model's API Playground is available for testing, with the first 1000 requests free. As of now, it boasts 90 million end-users, 600,000 monthly downloads, and 2400 GitHub stars. GLiNER-2-XL offers efficiency at scale, providing full performance at half the cost. The model supports self-hosting on your infrastructure or using Fastino's A100 for faster latency (7000-28000ms vs. 160 and 130ms). The model has been benchmarked against CrossNER, with impressive results across various domains: - GPT-5: 0.547 - GLiNER-M: 0.518 - GLiNER-2-XL: 0.573 - CrossNER - AI: 0.561 - CrossNER - Literature: 0.597 - CrossNER - Music: 0.736 - CrossNER - Politics: 0.632 - CrossNER - Science: 0.518 - CrossNER - (Unspecified): 0.623 The average F1 score across all domains is 0.599, 0.615, and 0.636 for GLiNER-2-XL. To engage with the community and stay updated on the latest developments, consider joining the active community on Discord.
title	Fastino Labs - The personalization layer for intelligent agents
description	Personalization Models for your users - We operate above and around the black box with rerankers, adaptive user-specific embeddings, and lightweight decoder heads that steer generation in real time.
keywords	join, community, support, paper, discord, classification, model, requests, free, users, average, latency, benchmark, results, launch, playground, monthly
upstreams
downstreams
nslookup	A 31.43.160.6, A 31.43.161.6
created	2025-11-09
updated	2025-11-09
summarized	2025-11-13

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