# The Lambda Deep Learning Blog

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**Chat with a PDF using Falcon: Unleashing the Power of Open-Source LLMs!**  
Unlock the potential of open-source LLMs by hosting your very own langchain+Falcon+Chroma application! Now, you can upload a PDF and engage in captivating...

**Fine tuning Meta's LLaMA 2 on Lambda GPU Cloud**  
This blog post provides instructions on how to fine tune Llama 2 models on Lambda Cloud using a $0.60/hr A10 GPU.

**Considerations for Large-Scale NVIDIA H100 Cluster Deployments**

**Fine-tuning Falcon LLM 7B/40B**  
This guide walks you through how to fine-tune Falcon LLM 7B/40B on a single GPU with LoRA and quantization, enabling data parallelism for linear scaling across...

**Lambda Demos: Simplifying ML Demo Hosting**  
Lambda Demos streamlines the process of hosting your own machine learning demos. With a user-friendly interface, you can effortlessly host a demo built with...

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**Host Stable Diffusion with Lambda Demos in just a few clicks!**  
Often, when you want to try Stable Diffusion or another model hosted by someone else, you end up waiting in a queue before the app begins to run. With the new...

**Lambda Cloud Deploys NVIDIA H100 Tensor Core GPUs**  
We have some pretty big news to share! Lambda Cloud has deployed a fleet of NVIDIA H100 Tensor Core GPUs, making it one of the first to market with...

**Lambda Selected as 2023 Americas NVIDIA Partner Network Solution Integration Partner of the Year**  
For the third consecutive year, Lambda has been chosen as an NVIDIA Partner Network (NPN) Solution Integration Partner of the Year in the Americas. NPN Partner...

**Lambda Raises $44M to Build the World’s Best Cloud for Training AI**

**Lambda Cloud Adding NVIDIA H100 Tensor Core GPUs in Early April**  
Lambda has some exciting news to share around the arrival of NVIDIA H100 Tensor Core GPUs. In early April, Lambda will add this powerful, high-performance...

**How To Use mpirun to Launch a LLaMA Inference Job Across Multiple Cloud Instances**

**Lambda Cloud accounts now support teams!**  
We’re excited to introduce the Team feature to Lambda Cloud. You can now invite your team to join your Lambda account, centrally manage billing, and view each...

**NVIDIA Hopper: H100 and FP8 Support**  
With the release of the NVIDIA H100 Tensor Core GPU, one of the most exciting features is the native support for FP8 data types. Compared to 16-bit...

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**Hugging Face x Lambda: Whisper Fine-Tuning Event**  
Lambda is thrilled to team up with Hugging Face, a community platform that enables users to build, train, and deploy ML models based on open source code, for a...

**How To Fine Tune Stable Diffusion: Naruto Character Edition**  
Fine tuning is the common practice of taking a model which has been trained on a wide and diverse dataset, and then training it a bit more on the dataset you...