Ein Blog über Technik, Informatik und andere spannende Themen
I had already written an article about open models on this blog. That was almost two years ago. Even back then, a clear trend was emerging. Models were improving rapidly in terms of their size, slowly overtaking the best model of the time: GPT-3.5. Today, this is a thing of the past. Open models are [ ] Der Beitrag From GPUs to CPUs erschien zuerst auf Nikolas Blog .
Es gibt ein Prinzip, das für die heutige Welt der KI sehr wichtig ist. Neuronale Netze werden in hohem Maße von der Rechenleistung angetrieben. Die Entwicklung des Deep Learning zeigt, dass rechenintensive Modelle wesentlich hilfreicher sind als der Versuch, menschliches Wissen in Algorithmen abzubilden. Gerade der Boom der LLMs hat wieder gezeigt, dass mehr Rechenleistung [ ] Der Beitrag…
Now something completely different: Embedded! For some time now, we have been the owners of a small solar power plant, known in Germany as a Balkonkraftwerk . It is a limited version (only 800W) of its bigger brother, which means less paperwork when it comes to installation. The power output is measured with a Shelly. The [ ] Der Beitrag My journey into embedded programming erschien zuerst auf…
One year ago, in my first article about OpenAI Whisper I made a prediction: I still think that one day we will have LLMs in the capability range between GPT-3 and GPT-3.5 (maybe up to GPT-4) – on our mobile devices. Now, let’s see how good the sentence has aged and how far we have [ ] Der Beitrag Evaluating the Language Consistency of Local and Cloud-Based LLMs erschien zuerst auf Nikolas Blog .
Ich möchte diesen Blogartikel mit einer lustigen Begebenheit aus den vergangenen Tagen beginnen. Der Chevrolet Autohändler in Watsonville hat versucht den Kundenservice durch eine künstliche Intelligenz zu verbessern. Eingesetzt wurde das GPT-4, eingerahmt in einem klassischen Chatfenster, wie es viele Webseiten heutzutage verwenden. Aber wie sich herausstellte, konnten einige Nutzer den Chatbot…
Exploring the role of foundation models and the emergence of smaller LLMs like Mistral 7B There was big news in the world of LLMs at the beginning of the month: Mistral 7B. This new LLM was unique for its incredible performance and for its relatively small size. This LLM does not have to hide behind [ ] Der Beitrag Zephyr, Mistral and LLMs in general erschien zuerst auf Nikolas Blog .
We already looked at ways to make the original OpenAI Whisper model faster. We came across two different projects that aimed to deliver the best performance in terms of transcription speeds. But Automatic Speech Recognition is actually not about speed. The primary focus is on factors like quality and functionality. The overall quality of Whisper [ ] Der Beitrag Making OpenAI Whisper better…
Explore faster models of Whisper with reduced transcription times, lower memory consumption, and use of TPUs. Der Beitrag Making OpenAI Whisper faster erschien zuerst auf Nikolas Blog .
OpenAI s Whisper is one of the best Speech-to-Text models currently available on the market. The transcriptions are highly accurate and include information such as pauses and emphases. It outperforms in terms of quality major competitors. It can also process a variety of languages. In addition to automatic transcription, it is able to perform language translation [ ] Der Beitrag Evaluating the…
It can be complex to keep track with all the developments in the stock market. Luckily, as a developer, we can help ourselves with automation. However, sometimes complexity can make this a daunting task. This does not need to be the case all the time. In this blog post, I explain how to write a [ ] Der Beitrag Automating Stock Market Updates with Python erschien zuerst auf Nikolas Blog .