The AI community is witnessing significant advancements in language model technologies, highlighted by the introduction of Mistral AI's Mixtral model and the development of 25 fine-tuned Mistral-7B models that outperform GPT-4 for specific tasks. Mixtral, praised for its specialized attention mechanisms, promises superior capabilities against its predecessor, LLaMA-2. Meanwhile, improvements in Llama inference speeds are anticipated to be 4x faster, leveraging static cache and torch compile for decoder models, with minimal code changes required. The launch of LoRA Land, powered by Ludwig and LoRAX, offers real-time comparisons of these fine-tuned models against mistral-7b-instruct. Predibase has fine-tuned 27 adapters using Mistral-7B, with 25 achieving performance that rivals or surpasses GPT-4, all at a cost of less than $8.00 each. These developments mark a notable progress in the efficiency and effectiveness of language models, opening new possibilities for AI applications.
π We fine-tuned 27 adapters using #Mistral-7B on Predibase for < $8.00 each and 25 of them rival or outperform #GPT4 π Check out our blog to see benchmarks, learn how we did it & get the link to download the #LLMs on @HuggingFace #TheFutureIsFineTuned https://t.co/0fUkRYMgVF https://t.co/qCWVXRmMDU
π We fine-tuned 25 adapters using #Mistral-7B on Predibase for < $8.00 each and they all outperform #GPT4. π Check out our blog to see the benchmarks, learn how we did it and get the link on @HuggingFace to download the #LLMs! #TheFutureIsFineTuned https://t.co/Ikhq1ukO8H https://t.co/sLTgbe589R
Introducing LoraLand: 25 Fine-Tuned Mistral-7B Models That Outperform GPT-4 π Predibase has launched LoraLand π, which consists of 25 fine-tuned Mistral-7B models surpassing GPT-4 in task-specific applications, ranging from sentiment detection to question answering. Predibaseβ¦ https://t.co/PafIB4RsJs
Introducing #LoRA Land: 25 fine-tuned #mistral-7b models that outperform #gpt4 for specific tasks. You can prompt all of the fine-tuned #LLMs and compare their results to mistral-7b-instruct in real time! Check out LoRA Land: https://t.co/QsBrFGAIry https://t.co/qZYZcLQvvg
Introducing #LoRA Land: 25 fine-tuned #mistral-7b models that outperform #gpt4 for specific tasks. You can prompt the fine-tuned #LLMs and compare their results to mistral-7b-instruct in real time! All powered by Ludwig and LoRAX. Check out LoRA Land: https://t.co/gsP94NFqQ6 https://t.co/NI6xQue1Bf
4x faster Llama inference! π₯ > leverages static cache. > uses torch compile for decoder models. > very minimum code changes required. > coming to mistral and other models soon. > opens possibility to unlock even more speed-ups. massive kudos to @art_zucker for working on thisβ¦ https://t.co/QEde540S6v
π Mistral AI's latest model - Mixtral, is a game-changer for #LLMs & #GenAI. β In this blog, I present a detailed analysis of the Mixtral model architecture and the specialized attention mechanisms that endow it with superior capabilities vs. LLaMA-2: https://t.co/6tAFthS3zz https://t.co/X0CPFpHULu