LoRA Land🎢
Fine-tuned LLMs that outperform GPT-4, served on a single GPU
PROMPT Enter prompt input(s) and click “Run” to generate a response from the fine-tuned LLM and base model.
FINE-TUNED MODEL RESPONSE
BASE MODEL RESPONSE Mistral 7B Instruct
Built on Open Source Foundations
Fine-Tuned On Managed Infra
State-of-the-art fine-tuning techniques such as quantization, low-rank adaptation, and memory-efficient distributed training combined with right-sized compute to ensure your jobs are successfully trained as efficiently as possible.
Cost-Efficient Inference
Stop wasting time managing distributed clusters–get fully managed, optimized compute configured for your needs without all the time and cost.
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![LoRA Land: Fine-Tuned Open-Source LLMs that Outperform GPT-4](https://images.ctfassets.net/ft0odixqevnv/4QbPELkh0Lsb3kDfg9LSVF/fe70acd1676b847c81f30e10ed164d68/Predibase-LoRA-Land-hero.png?w=3936&h=2358&q=100&fm=png&bg=transparent)
LoRA Land: Fine-Tuned Open-Source LLMs that Outperform GPT-4
LoRA Land is a collection of 25+ fine-tuned Mistral-7b models that outperform GPT-4 in task-specific applications. This collection of fine-tuned OSS models offers a blueprint for teams seeking to efficiently and cost-effectively deploy AI systems.
![Introducing the first purely serverless solution for fine-tuned LLMs](https://images.ctfassets.net/ft0odixqevnv/CnsqcmE1eWH99cQ6wdUBQ/0dd2c7ae34690b060f1c3e2ec76e869e/Serverless_Fine-Tuned_Deployment-2-13.png?w=1400&h=788&q=100&fm=png&bg=transparent)
Introducing the first purely serverless solution for fine-tuned LLMs
Serverless Fine-tuned Endpoints allow users to query their fine-tuned LLMs without spinning up a dedicated GPU deployment. Only pay for what you use, not for idle GPUs. Try it today with Predibase’s free trial!
![LoRAX: The Open Source Framework for Serving 100s of Fine-Tuned LLMs in Production](https://images.ctfassets.net/ft0odixqevnv/4uIIl1BLFBZGDktkd0FCR1/6802e7fcd1522bb7906bc29f2a5ebe45/Lorax_OSS_Blog__2_.png?w=1779&h=943&q=100&fm=png&bg=transparent)
LoRAX: The Open Source Framework for Serving 100s of Fine-Tuned LLMs in Production
We recently announced LoRA Exchange (LoRAX), a framework that makes it possible to serve 100s of fine-tuned LLMs at the cost of one GPU with minimal degradation in throughput and latency. Today, we’re excited to release LoRAX to the open-source community.