Predibase

Predibase is the fastest, most efficient way to fine-tune and serve open-source #LLMs. ?? As the first platform designed to help #engineers productionize open-source AI, Predibase makes it easy to customize LLMs on scalable managed infra in your cloud—at a fraction of the cost of commercial LLMs. Don't believe us? Try it out for free! Fine-tune and serve Llama-2 with our two week free trial: https://pbase.ai/3SnGq2z

?? Sneak Peek: Continued Fine-Tuning is Coming Next Week! ?? Fine-tuning is about to get a major upgrade! ?? With our upcoming Continued Fine-Tuning feature, you can build on your existing fine-tuned adapters instead of starting from scratch. Refine performance on the same dataset or adapt to similar data—saving time and effort. This is especially valuable for large datasets, where retraining with new data could be a longer process. Now, you’ll be able to train on just the incremental additions to your dataset, leading to faster iterations. ?? What’s possible: ?? Seamless Progress: Continue training your adapter for more epochs on the same dataset. ?? Adapt to New Data: Use pre-trained adapter weights as a starting point for fine-tuning on different datasets. ?? Flexible Configurations: Add more epochs or enable early stopping while keeping other parameters intact. ?? Be among the first to try it! Let us know in the comments or DM our team for early access.

We're in our #small model era ?? And, it's not just us. If you look at any organization seriously deploying GenAI at #scale, you'll find that they are adopting small specialized models (#SLMs) to unlock better efficiency and #accuracy. Check out our latest discussion with Marktechpost Media Inc. and Predibase CEO Devvret Rishi to get an inside look at: ? What trends we're seeing in the GenAI market, ? Why #finetuned SLMs are taking over, and ? How we're enabling that #transformation with real world customer stories. Full interview: https://lnkd.in/gRvdaAic

?? WEBINAR ALERT ?? How Convirza Analyzes Millions of Calls Monthly with SLMs and Multi-LoRA Serving Ever wonder how a top AI platform processes massive call data without blowing up infrastructure costs? Convirza’s VP of AI is joining us live to reveal their GenAI stack for transforming call analytics at scale. Inside the webinar: ?? Convirza serves dozens of fine-tuned SLMs on the fastest multi-LoRA setup ?? Training times cut from days to hours by switching to SLMs from Longformer ?? Multi-GPU autoscaling that ensures peak performance without breaking the bank Don’t miss this dive into next-gen customer support analytics—register now! https://pbase.ai/4ev02sS

? We're excited to announce the launch of #SmallCon: A free virtual conference for #GenAI teams looking to build big with small models! ? We're bringing together leading minds in AI from Meta Facebook, Mistral AI, Salesforce and more for deep dive tech talks and panel discussions on what it takes to build the #GenAI stack of the future and put your #SLMs into production! Our amazing list of speakers include: ? Daniel Hunter, Prev. the Head of AI @ Harvey AI ? Margaret J., Head of Product @ Mistral ? Manjeet Singh, Sr. Director of AI Platforms @ Salesforce ? Abhishek Patnia, Sr. Staff ML Eng @ Nubank ? Diego Guerra Orozco, GenAI Partnership Lead @ Meta ? Shreya Rajpal, CEO and Cofounder @ Guardrails AI ? Giuseppe Romagnuolo, Head of AI @ Convirza and much more! Check out the site for the full agenda and list of speakers: https://lnkd.in/gHh8zn9H. Make sure to save your spot! Thank you to our event cohosts Galileo ?? , Gretel and Upstage!

We're thrilled to welcome Dan M. to the team as our newest Business Development Rep! Super excited to continue growing our go-to-market team! Dan, we're so happy you decided to join Predibase and can't wait for what we'll accomplish with you on the team!

Big models, who? #SLMs are in! ?? What's driving the rise of small language models and why are companies like Apple all in? Check out Devvret Rishi's recent article in Solutions Review for a deep dive on how these little models punch above their weight class, enabling organizations to build smaller, faster, more efficient #GenAI applications. https://lnkd.in/gNjReTBP

?? NEW Tutorial + Notebook: Beat #GPT4o with only 10 Rows of Data ?? Lack of training data is the #1 blocker to fine-tuning a high-quality #SLM. Not anymore! Check out our latest deep dive tutorial to learn how to generate effective #synthetic datasets with only 10 sample data points and use that data to fine-tune a high-precision SLM that outperforms #GPT4o. What's inside: ?? Comparison of different synthetic generation techniques ?? How to enhance data generation with a mixture of agents (#MoA) pipeline ?? How to easily and efficiently fine-tune Llama-3.1-8b ?? #Benchmarks comparing fine-tuned SLMs vs. GPT4o ? Best practices when generating your own #syntheticdata Happy fine-tuning! Tutorial link: https://lnkd.in/g6euVaVk And, thank you Chloe Leung for creating this awesome tutorial!

?? Where can you see the latest innovations in #GenAI tech? At The GenAI Collective Demo Day in #SF on Dec 4th!?? 10 startups will showcase cutting edge applications for #LLMs. Don't miss it and save your spot - it fills up fast: https://lu.ma/demo-night. We're excited to cohost this event with the?The GenAI Collective, Product Hunt, SHACK15 Ventures and Graphite!

?? Where can you see the latest innovations in #GenAI tech? At The GenAI Collective Demo Day in #SF on Dec 4th!?? 10 startups will showcase cutting edge applications for #LLMs. Don't miss it and save your spot - it fills up fast: https://lu.ma/demo-night. We're excited to cohost this event with the?The GenAI Collective, Product Hunt, SHACK15 Ventures and Graphite!