@The_Only_Signal@Davidai311 It is interesting. 3-bit quantisation should give 3-10% degradation in model performance, but with this degradation small models e.g. 3.6 may be better( https://t.co/frQIWXcbnO ). How do you actually compare the models? All public tests, they are for modes with no quantisation
@The_Only_Signal@Davidai311 Hm. Interesting. But how is this possible? You have only 192GB of VRAM. But Qwen397 with 256K context requires 534. That is another calculator https://t.co/Twi2XsQset . What Quantization do you use?
@Davidai311@The_Only_Signal But to do the coding, you need some large context. With this config and a 256K-token context, you can run only 30-72B models, which are mid-sized models. Sonet is a large one
@bindureddy Very strange results. I use a test case (find logical bugs in the very large class) and Kimi failed this. Maybe it is their chat problem for free accounts. GLM 5.1 and latest Qwen 3.6 max found issues, but also generated a couple of false statements, but Opus output was the best
Check out my latest article: Sync data from Dynamics 365 Finance & Operations Azure SQL Database (Tier2) to local SQL Server (AxDB) https://t.co/tvaJq0kdPT via @LinkedIn
@burkov We recently implemented a solution for PDF invoice parsing, and the best result we got with Gemini Flash 2.5. It is probably best in terms of price - performance
The power of the Open source.
We faced an issue with X++ interpreter for base system classes. In 8h the bug was fixed.
Imagine if Microsoft Support operated at that speed :).
It does make you wonder — what actually stops them from doing the same?
Check out my new blog post on using AI to import purchase orders into Dynamics 365 Finance and Operations (D365FO) from complex PDFs. I cover prompt design, connection setup, and X++ code that validates totals and creates the purchase order end-to-end https://t.co/1Aq1fkoYNv
@regina_suomesta А в чем было бы отличие если бы взяли обычную машину и поехали этим же маршрутом, останавливаясь в кемпингах в домиках, ну или на AirBnb в отелях? Стоимость будет такая же, но на вскидку экономится куча времени на раскладывание этого каравана?