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1 How AI is saving billions of years of human research time | Max Jaderberg 19:15
E114: How OctoML Helps Developers Build with Llama 2 & Stable Diffusion
Manage episode 382560004 series 3438596
Tianqi Chen is Co-Founder and Chief Technologist of OctoML, the compute infrastructure platform for tuning and running generative models in the cloud. OctoML was founded by the creators of Apache TVM, the machine learning compiler framework for CPUs, GPUs, and accelerators.
OctoML has raised $132M from investors including Amplify, Addition, Madrona, and Tiger.
In this episode, we discuss the importance of supporting multiple models, the advancements from LLaMA and Stable Diffusion this year, building the TVM and OctoML communities, predictions on GenAI in the enterprise (hybrid ML, for example), whether GenAI is over-invested in & more!
177 פרקים
Manage episode 382560004 series 3438596
Tianqi Chen is Co-Founder and Chief Technologist of OctoML, the compute infrastructure platform for tuning and running generative models in the cloud. OctoML was founded by the creators of Apache TVM, the machine learning compiler framework for CPUs, GPUs, and accelerators.
OctoML has raised $132M from investors including Amplify, Addition, Madrona, and Tiger.
In this episode, we discuss the importance of supporting multiple models, the advancements from LLaMA and Stable Diffusion this year, building the TVM and OctoML communities, predictions on GenAI in the enterprise (hybrid ML, for example), whether GenAI is over-invested in & more!
177 פרקים
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1 E177: RunReveal's Anti SIEM SIEM Platform (With AI That Actually Works!) 43:33

1 E176: Why All AI Agents Will Need Cloud Sandboxes 37:19

1 E175: How Dragonfly Is Taking on Redis With a New Data Store 39:42

1 E174: The SDF / DBT Acquisition (1 + 1 = 3) 39:43

1 E173: Feature Flagging with OpenFeature 35:03

1 E172: How MetalBear Makes Cloud Development 100x Faster 35:22

1 E171: How Companies Like Block Build Viral Open Source Projects 40:08

1 E170: From Idea to Working Web App Using Only Python with Reflex 39:19

1 E169: Building New Standards for Observability - Lightstep & OpenTelemetry 38:31

1 E168: One (Multi-Model) Database to Rule Them All - SurrealDB 39:36

1 E167: Taking on Network Security with a Zero Trust Approach with NetBird 34:50

1 E166: Making Open Source Reliable & Secure with Fossa 40:06

1 E165: Can DevTools Get to $1B ARR? 42:52

1 E164: Taking on Auth0 with Open Source Zitadel 34:02

1 E163: Using Feedback Loops to Optimize LLM-Based Applications 38:12
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