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

#ThePositiveGhetto #NFTs #Collection

#GhettoEternalCreatures #7B
Independent From Nose To Tip Tail

https://opensea.io/item/matic/0xd63fa7f757ddcf50ab78751bdefa4fdbfd67ea52/32

#Creativity #Creatividad #Music #Música #Culture #Cultura #Art #Arte #SocioCultural #DeFi #Web3 #Cats #Gatos #OpenSea

#FedericoAntin #ThePositiveGhetto #NFTs

#GhettoEternalCreatures #7B

#Independent From Nose To Tail Tip

#Independiente De La Nariz A La Punta De La Cola

https://opensea.io/item/matic/0xd63fa7f757ddcf50ab78751bdefa4fdbfd67ea52/32

#OpenSea #music #música #art #arte #design #diseño #culturalaffairs #gestióncultural #creativity #creatividad #DeFi #community #comunidad #Crypto #web3 #CryptoArt #Web3Art #DigitalArtCollectors #ColeccionistasDeArteDigital #DeFiArt #Cats #Gatos #BuenosAires #Argentina

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

#Foetus — Heuldoch #7B
https://www.youtube.com/watch?v=XjpmLh8vYJE

#JGThirlwell

#7B habla UNA vez de aranceles y dos de la Revuelta.

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

#7B dice que la UE debe impedir a Trump que permita Putin invada Ucrania. Hay algo, pero no se el que, creo que solo antieuropeismo

#7B focaliza en el aataque a la justicia de Sanx (pereza), como seis o siete seguidos. Se queja de que los coches contaminen poco (vive del petróleo), RT a #14B, Venezuela, Venezuela, Sanx, hermano de Sanx, mujer de Sanx.

7-Brew Coffee is officially set to open their Cheyenne location in a little over a week! More info in article: https://optopolis.blogspot.com/2025/01/7-brew-coffee-announces-opening-date.html

#7BrewCoffee #7B #Restaurant #Drivethru #CheyenneWyoming #Optopolis

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.

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

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

212 BROWN ST #7B

*owned by*

212 BROWN STREET LLC
242 W 49TH ST
NEW YORK NY

用 llama.cpp 玩 Mistral 7B Instruct，補一下 llama.cpp 的發展

看到「Workers AI Update: Hello Mistral 7B」這篇想到的，先前有提到「號稱目前最強的 Mistral 7B」，加上

https://blog.gslin.org/archives/2023/11/23/11476/%e7%94%a8-llama-cpp-%e7%8e%a9-mistral-7b-instruct%ef%bc%8c%e8%a3%9c%e4%b8%80%e4%b8%8b-llama-cpp-%e7%9a%84%e7%99%bc%e5%b1%95/

#Computer #Murmuring #Software #7b #ai #deep #dnn #embedding #ggml #gguf #gpu #instruct #learning #llama #llamacpp #machine #mistral #model #network #neural #nn #opencl

🌗 XGen長序列建模：一個以8K輸入序列長度訓練的7B LLM
➤ XGen-7B的訓練和結果
✤ https://blog.salesforceairesearch.com/xgen/
這篇文章介紹了XGen-7B，一個以標準密集註意力訓練的7B LLM，能夠處理長達8K的序列長度。該模型在標準NLP基準測試中表現出色，並在文本和代碼任務中都取得了強大的結果。該模型的訓練成本為150K美元，並且提供了相應的代碼和檢查點。
+ 這個模型在處理長序列方面的表現真的很好，這對於一些需要考慮長距離結構依賴性的應用來說非常重要。
+ 這個模型的訓練成本有點高，但是考慮到它在各種任務中的表現，這個價格是合理的。
#長序列建模 #XGen #7B LLM

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