Looks like it now has Docling Content Extraction Support for RAG. Has anyone used Docling much?
FrankLaskey
Oh and I typically get 16-20 tok/s running a 32b model on Ollama using Open WebUI. Also I have experienced issues with 4-bit quantization for the K/V cache on some models myself so just FYI
It really depends on how you quantize the model and the K/V cache as well. This is a useful calculator. https://smcleod.net/vram-estimator/ I can comfortably fit most 32b models quantized to 4-bit (usually KVM or IQ4XS) on my 3090’s 24 GB of VRAM with a reasonable context size. If you’re going to be needing a much larger context window to input large documents etc then you’d need to go smaller with the model size (14b, 27b etc) or get a multi GPU set up or something with unified memory and a lot of ram (like the Mac Minis others are mentioning).
It would be more interesting to see this with a cost of living figure for each state as well.
I think we can all agree that modifications to these models which remove censorship and propaganda on behalf of one particular country or party is valuable for the sake of accuracy and impartiality, but reading some of the example responses for the new model I honestly find myself wondering if they haven’t gone a bit further than that by replacing some of the old non-responses and positive portrayals of China and the CPC with a highly critical perspective typified by western governments which are hostile to China (in particular the US). Even the name of the model certainly doesn’t make it sound like neutrality and accuracy is their primary aim here.
I used to daily drive Ubuntu some years ago for work/personal use but have been back on Win 10 primarily for the last 4-5 years. I was considering trying to go back due to how much Windows sucks (despite some proprietary software only being available on it) but remembering the trouble I had with some networking/printer drivers and troubleshooting those issues and then seeing this article Is definitely making me reconsider..
Is this what the Leonard Cohen song is about?
It would be cool if they would provide some useful statistics about the aggregated data as well. Maybe something like showing the percentile for pay to the ED/CEO or for the total compensation compared to other organizations in the sector.
I didn’t scour the site so maybe this does exist.
The US government’s position on this can be summed up as “massive unaccountable US tech firms having all of your data and manipulating public opinion via their black box algorithms is okay, but Chinese companies doing that is a national security concern”. I call BS. The degree to which China is actually a US adversary is being massively overstated by the US government as they see this as a threat to US geopolitical hegemony and America’s ability to propagandize its own citizens. I have spent some time on RedNote (Xiaohongshu) and all I have seen is friendly cross-cultural exchange and discussion between these supposed ‘adversaries’.
That’s ~~deregulation~~ capitalism for ya.
Fixed it for you.