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Hacker NewsGemma3 Function Calling<a href="https://ai.google.dev/gemma/docs/capabilities/function-calling" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ai.google.dev/gemma/docs/capabilities/function-calling</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a> <a href="https://mastodon.social/tags/Function" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Function</a> <a href="https://mastodon.social/tags/Calling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Calling</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://mastodon.social/tags/Technology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Technology</a> <a href="https://mastodon.social/tags/Functionality" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Functionality</a> <a href="https://mastodon.social/tags/Google" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Google</a> <a href="https://mastodon.social/tags/Developers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Developers</a>

Hacker NewsFine-tune Google's Gemma 3<a href="https://unsloth.ai/blog/gemma3" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://unsloth.ai/blog/gemma3</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/Fine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Fine</a>-tune <a href="https://mastodon.social/tags/Gemma" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma</a> #3 <a href="https://mastodon.social/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MachineLearning</a> <a href="https://mastodon.social/tags/Google" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Google</a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TechNews</a>

ENTER.CO<a href="https://mastodon.social/tags/PorSiTeLoPerdiste" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PorSiTeLoPerdiste</a> Google lanza, Gemma 3, la IA más potente que puedes usar en tu propia GPU <a href="https://www.enter.co/especiales/dev/ai/google-lanza-gemma-3-la-ia-mas-potente-que-puedes-usar-en-tu-propia-gpu/?utm_source=dlvr.it&utm_medium=mastodon" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.enter.co/especiales/dev/ai/google-lanza-gemma-3-la-ia-mas-potente-que-puedes-usar-en-tu-propia-gpu/?utm_source=dlvr.it&utm_medium=mastodon</a> <a href="https://mastodon.social/tags/InteligenciaArtificial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#InteligenciaArtificial</a> <a href="https://mastodon.social/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a> <a href="https://mastodon.social/tags/Google" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Google</a>

Mille e Una AvventuraMettiamo alla prova Gemma 3, il nuovo modello linguistico di Google che può essere eseguito su una singola GPU. Il test riguarda il riconoscimento di immagini di videogiochi che il modello linguistico deve poi riprodurre in HTML5. Per non rendere il compito impossibile, scegliamo immagini di videogiochi classici: Pong e Asteroids. Riuscirà il nostro eroe virtuale nell'impresa? <a href="https://mastodon.uno/tags/gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemma3</a> <a href="https://mastodon.uno/tags/intelligenzaartificiale" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#intelligenzaartificiale</a> <a href="https://mastodon.uno/tags/programmazione" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#programmazione</a> <a href="https://mastodon.uno/tags/html5" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#html5</a> <a href="https://mastodon.uno/tags/javascript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#javascript</a> <a href="https://www.youtube.com/watch?v=10B7JyZjGuk" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.youtube.com/watch?v=10B7JyZjGuk</a>

Dr. Fortyseven 🥃 █▓▒░Another sort of down side to <a href="https://defcon.social/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a>: it kisses your ass SO MUCH. "You were right to question me on that! Good call, sugar tits!"<a href="https://defcon.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a>

Dr. Fortyseven 🥃 █▓▒░The <a href="https://defcon.social/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a> sure, uh, wants to get me to call the suicide hotline pretty often.The 1B model immediately sensed something off about simply asking "Ass?".<a href="https://defcon.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a>

Mike StoneSo, I did it. I hooked up the <a href="https://fosstodon.org/tags/HomeAssistant" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HomeAssistant</a> Voice to my <a href="https://fosstodon.org/tags/Ollama" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Ollama</a> instance. As <a href="https://aus.social/@ianjs" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@ianjs</a> suggested, it's much better at recognizing the intent of my requests. As <a href="https://fosstodon.org/@chris_hayes" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@chris_hayes</a> suggested, I'm using the new <a href="https://fosstodon.org/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a> model. It now knows "How's the weather" and "What's the weather" are the same thing, and I get an answer for both. Responses are a little slower than without the LLM, but honestly it's pretty negligible. It's a very little bit slower again if I use local <a href="https://fosstodon.org/tags/Piper" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Piper</a> vs HA's cloud service.

Mike StoneTesting out the newly released <a href="https://fosstodon.org/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a> model locally on <a href="https://fosstodon.org/tags/ollama" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ollama</a>. This is one of the more frustration aspects of these LLMs. It must be said that LLMs are fine for what they are, and what they are is a glorified autocomplete. They have their uses (just like autocomplete does), but if you try to use them outside of their strengths your results are going to be less than reliable.

Dr. Fortyseven 🥃 █▓▒░Let's try: `55!AAA_BBB!0123` -> `NTUhQUFBX0JCQiEwMTIz`.- `SMEE_BJB@01123` - `MeetAI_JBE0112` - `UAE_BE.0112` - `FLAG_BJk=0112`Not QUITE as solid, but there is still a general vibe going on: mostly letters, ending in numbers, usually two symbols.This probably isn't as interesting as I think it is -- it knows it's Base64, it's pattern matching against other Base64 content, and it's not like you couldn't just run it through a decoder yourself...<a href="https://defcon.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a> <a href="https://defcon.social/tags/gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemma3</a> <a href="https://defcon.social/tags/base64" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#base64</a>

Dr. Fortyseven 🥃 █▓▒░And on subsequent runs, I get different answers... but all SIMILAR in pattern.There's nothing here suggesting this WOULD be the pattern, and it's not specifically something that HAS to be encoded in Base64.Let's try another pattern...<a href="https://defcon.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a> <a href="https://defcon.social/tags/gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemma3</a>

ENTER.COGoogle lanza, Gemma 3, la IA más potente que puedes usar en tu propia GPU <a href="https://www.enter.co/especiales/dev/ai/google-lanza-gemma-3-la-ia-mas-potente-que-puedes-usar-en-tu-propia-gpu/?utm_source=dlvr.it&utm_medium=mastodon" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.enter.co/especiales/dev/ai/google-lanza-gemma-3-la-ia-mas-potente-que-puedes-usar-en-tu-propia-gpu/?utm_source=dlvr.it&utm_medium=mastodon</a> <a href="https://mastodon.social/tags/InteligenciaArtificial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#InteligenciaArtificial</a> <a href="https://mastodon.social/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a> <a href="https://mastodon.social/tags/Google" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Google</a>

Dr. Fortyseven 🥃 █▓▒░Shockingly close. 😨 Like, abstractly it's close, at least. Three words. A number. Sluts.<a href="https://defcon.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a> <a href="https://defcon.social/tags/base64" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#base64</a> <a href="https://defcon.social/tags/gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemma3</a>

Dr. Fortyseven 🥃 █▓▒░Okay, man, THIS is really amazing.<a href="https://defcon.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a> <a href="https://defcon.social/tags/gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemma3</a>

Dr. Fortyseven 🥃 █▓▒░Trying new things. And this ended up being WAY more coherent than I'd have ever expected. Nice.<a href="https://defcon.social/tags/gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemma3</a> <a href="https://defcon.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a>

Dr. Fortyseven 🥃 █▓▒░Good job, <a href="https://defcon.social/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a>, you hack fraud.<a href="https://defcon.social/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#llm</a>

alphareeWow! I didn't really like Gemma 2, but Gemma 3, released today, is awesome. It comes in four sizes, 1b, 4b, 12b and 27b. It's super fast and except for the 1b version it can even handle images.The 27B version apparently outperforms both DeepSeek v3 and LLaMA3-405 on the ChatbotArena benchmark.It's also the first small model I've tested that's good at German.<a href="https://mastodon.social/tags/gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemma3</a> <a href="https://mastodon.social/tags/gemma" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemma</a> <a href="https://mastodon.social/tags/gemma2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemma2</a> <a href="https://mastodon.social/tags/google" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#google</a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ai</a> <a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#programming</a> <a href="https://mastodon.social/tags/google" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#google</a> <a href="https://mastodon.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#model</a> <a href="https://mastodon.social/tags/local" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#local</a> <a href="https://mastodon.social/tags/gemini" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gemini</a> <a href="https://mastodon.social/tags/multimodal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#multimodal</a> <a href="https://mastodon.social/tags/vision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vision</a> <a href="https://mastodon.social/tags/wow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#wow</a> <a href="https://mastodon.social/tags/chatbotarena" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#chatbotarena</a> <a href="https://mastodon.social/tags/german" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#german</a>

Hacker NewsGemma3 – The current strongest model that fits on a single GPU<a href="https://ollama.com/library/gemma3" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://ollama.com/library/gemma3</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a> <a href="https://mastodon.social/tags/GPU" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GPU</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://mastodon.social/tags/Model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Model</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://mastodon.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Innovation</a> <a href="https://mastodon.social/tags/Machine" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Machine</a> <a href="https://mastodon.social/tags/Learning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Learning</a> <a href="https://mastodon.social/tags/Technology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Technology</a>

Hacker NewsGemma 3 Technical Report [pdf]<a href="https://storage.googleapis.com/deepmind-media/gemma/Gemma3Report.pdf" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://storage.googleapis.com/deepmind-media/gemma/Gemma3Report.pdf</a><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HackerNews</a> <a href="https://mastodon.social/tags/Gemma3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Gemma3</a> <a href="https://mastodon.social/tags/Technical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Technical</a> <a href="https://mastodon.social/tags/Report" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Report</a> <a href="https://mastodon.social/tags/pdf" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#pdf</a> <a href="https://mastodon.social/tags/DeepMind" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DeepMind</a> <a href="https://mastodon.social/tags/Research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Research</a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> <a href="https://mastodon.social/tags/Technology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Technology</a>

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