#7b — Public Fediverse posts

A $196 fine-tuned 7B model outperforms OpenAI o3 on document extraction

https://arxiv.org/abs/2509.22906

#HackerNews #A #$196 #fine-tuned #7B #model #outperforms #OpenAI #o3 #on #document #extraction

fine-tuned-model #document-extraction #OpenAI #AI-research #machine-learning

A $196 fine-tuned 7B model outperforms OpenAI o3 on document extraction

https://arxiv.org/abs/2509.22906

#HackerNews #A #$196 #fine-tuned #7B #model #outperforms #OpenAI #o3 #on #document #extraction

fine-tuned-model #document-extraction #OpenAI #AI-research #machine-learning

Los tribunales dan la razón a un afectado por la línea 7B del metro y obligan a la Comunidad de Madrid a incrementar la indemnización por la pérdida de su vivienda

https://www.diario-red.com/articulo/espana/tribunales-dan-razon-afectado-linea-7b-metro-obligan-comunidad-madrid-incrementar-indemnizacion-perdida-vivienda/20250703193410050454.html

Currently blossoming: star magnolia, weeping cherry, some groundcover, the peach tree, pear tree, almond tree, crabapple tree and the plumcot. Honeysuckle kind of never lost flowers over winter which is a first. Not really seeing bees though which is a worry. #garden #7b

Currently blossoming: star magnolia, weeping cherry, some groundcover, the peach tree, pear tree, almond tree, crabapple tree and the plumcot. Honeysuckle kind of never lost flowers over winter which is a first. Not really seeing bees though which is a worry. #garden #7b

So I've noticed my #LLM #HomeAssistant sometimes signing its #notifications. But it doesn't have a name, so it will either #hallucinate one or use my name or my wife's name. I could try to get it to just not do that, but it is a #7B #parameter model, so it often will try to comply but get hung up on the "structure" of what it thinks it is doing. So rather than beating it down, I was thinking I should just name it.

Any #fun names for an #automated home assistant? :wizard:

So I've noticed my #LLM #HomeAssistant sometimes signing its #notifications. But it doesn't have a name, so it will either #hallucinate one or use my name or my wife's name. I could try to get it to just not do that, but it is a #7B #parameter model, so it often will try to comply but get hung up on the "structure" of what it thinks it is doing. So rather than beating it down, I was thinking I should just name it.

Any #fun names for an #automated home assistant? :wizard:

@Mawoka @kellogh I run #Mistral #7B Instruct via CPU on a #Debian #Linux server via #API through #oobabooga. I didn't need realtime responses, and I had spare CPU power, so it worked out perfectly.

@Mawoka @kellogh I run #Mistral #7B Instruct via CPU on a #Debian #Linux server via #API through #oobabooga. I didn't need realtime responses, and I had spare CPU power, so it worked out perfectly.

Neighbor's magnolia is beginning to bloom. Our star magnolia will happen next, just fuzzy buds right now. And the Little Gem magnolia will bloom closer to summer with, I hope, the Sweetbay which didn't bloom last year after a rough winter. Magnolia season! #7b

Neighbor's magnolia is beginning to bloom. Our star magnolia will happen next, just fuzzy buds right now. And the Little Gem magnolia will bloom closer to summer with, I hope, the Sweetbay which didn't bloom last year after a rough winter. Magnolia season! #7b

Ha! Moved mulch aside and there's the bleeding heart sprouted up also. It was hiding. #gardening #7b

Ha! Moved mulch aside and there's the bleeding heart sprouted up also. It was hiding. #gardening #7b

My peonies have sprouted and my rhubarb has multiple leaves already. #gardening #7b

My peonies have sprouted and my rhubarb has multiple leaves already. #gardening #7b

The time has come to evict these plant babies to their final homes, the veggie garden and assorted pots around the exterior of the house. It hasn't rained in 5eva so having to drench the beds beforehand is paramount, n I haven't had that kind of time until today. Hopefully they will survive out there. It's getting too hot on this deck for them. #gardenstadon #gardening #7b North Georgia OTP ATL