I'm really happy with what we've accomplished with LFM2. I'd love to see a future where everybody makes LLM-powered apps with efficient, local models that you own. It's so much sexier than a monopoly of giant companies stealing your data.
LLMS
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Fine-tuning tiny AI models with Colab notebooks tutorial
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Note that these models are tiny, so I would always recommend fine-tuning them for your use case. My colleague @EdoardMosca created two Colab notebooks to help you in this adventure. You can find them in the model cards. More tutorials to come! 🙂
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LLM-as-Judge Benchmark: Multi-Turn Conversation Evaluation
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They're also admirable conversationalists for their size. Here's an LLM-as-a-judge benchmark with multi-turn conversations extracted from WildChat and judged by 5 LLMs ↓
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LFM2-1.2B outperforms larger Qwen3 model through efficient training
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This speed should come at a cost but, thanks to efficient training, we managed to squeeze incredible performance in these tiny models. LFM2-1.2B is competitive with Qwen3-1.7B, a model 47% larger!
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Algorithms on Trees and Graphs with Python Code
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#Algorithms on Trees and Graphs (with #Python Code): http://
amzn.to/3IrmKWs ——————
#AI #MachineLearning #BigData #DataScience #RDF #LinkedData #GraphDB #GraphAnalytics #Semantics #KnowledgeGraphs #RAG #LLMs #DataStructures #DataScientist #Coding -
Hybrid Model with Multiplicative Gates and Short Convolutions
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The result is a hybrid model with multiplicative gates and short convolutions: – 10 double-gated short-range LIV convolution blocks
– 6 grouped query attention (GQA) blocks It's REALLY fast, especially on CPU! -
Liquid AI Open-Sources LFM2 Edge LLMs Generation
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Liquid AI open-sources a new generation of edge LLMs! I'm so happy to contribute to the open-source community with this release on @huggingface
! LFM2 is a new architecture that combines best-in-class inference speed and quality into 350M, 700M, and 1.2B models. -
Grok 4 Unveiled: New AI Track King Launches Today
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¡NUEVO VÍDEO en el LAB! La noticia de la semana, el nuevo rey de la pista, Grok 4 presentado hace sólo unas horas nos ha sorprendido a todos! Si queréis saber toda la información relacionada con este lanzamiento no te pierdas el vídeo. Link a continuación 🙂
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GPT-5 Heavy Pricing Announced at $200-300 by Altman
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gpt 5 heavy ne sera pas gratuit, il coutera également entre 200 et 300$, altman l'a annoncé. Ce qui sera gratuit c'est une version rapide qui consomme peu. Maintenant, je suis d'accord, il faut voir vers qui se tourne les utilisateurs, car au final c'est ce qui fait loi
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Grok 4 Tops AI Benchmarks Outperforming All Rivals
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GROK 4 – Les faits Grok 4 pourrait rester en tête pendant 2 à 3 mois, vu la solidité de ses benchmarks. – Musk ne mentait pas : Grok 4 est actuellement le meilleur modèle d’IA disponible et de loin. – Il est plus intelligent que tous les étudiants en master. – Musk le