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Baseten Blog

304 posts indexed since 2022

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126 ↑ vs 48 last year
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5.1 since 2022
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Post Details

304 matching posts

Title Author Published Words HN Pts
AudioGen: deploy and build today! Jesse Mostipak 2023-08-04 340 --
Build your own open-source ChatGPT with Llama 2 and Chainlit Philip Kiely 2023-08-23 1,061 --
SDXL inference in under 2 seconds: the ultimate guide to Stable Diffusion optimization Varun Shenoy, Philip Kiely 2023-08-30 1,352 --
New in August 2023 Baseten 2023-08-31 591 --
NVIDIA A10 vs A100 GPUs for LLM and Stable Diffusion inference Philip Kiely 2023-09-15 1,636 --
New in September 2023 Baseten 2023-09-29 605 --
Jina AI’s jina-embeddings-v2: an open source text embedding model that matches OpenAI’s ada-002 Philip Kiely 2023-10-27 547 --
New in October 2023 Baseten 2023-10-31 497 --
Deployment and inference for open source text embedding models Philip Kiely 2023-11-02 1,706 --
Pinning ML model revisions for compatibility and security Philip Kiely 2023-11-09 564 --
A guide to LLM inference and performance Varun Shenoy, Philip Kiely 2023-11-17 3,038 1
A checklist for switching to open source ML models Philip Kiely 2023-11-21 482 --
Open source alternatives for machine learning models Varun Shenoy, Philip Kiely 2023-11-21 1,207 --
GPT vs Mistral: Migrate to open source LLMs seamlessly Sid Shanker, Philip Kiely 2023-11-22 879 --
Stable Video Diffusion now available Sid Shanker, Varun Shenoy 2023-11-22 324 --
NVIDIA A10 vs A10G for ML model inference Philip Kiely 2023-11-28 1,056 --
New in November 2023 Baseten 2023-11-30 419 --
How to serve your ComfyUI model behind an API endpoint Het Trivedi, Philip Kiely 2023-12-08 1,326 --
Playground v2 vs Stable Diffusion XL 1.0 for text-to-image generation Philip Kiely 2023-12-13 1,075 --
Faster Mixtral inference with TensorRT-LLM and quantization Pankaj Gupta, Timur Abishev, Philip Kiely 2023-12-22 1,467 2
New in December 2023 Baseten 2023-12-27 553 --
Understanding performance benchmarks for LLM inference Philip Kiely 2024-01-12 1,459 --
Introduction to quantizing ML models Abu Qader, Philip Kiely 2024-01-31 1,679 1
New in January 2024 Baseten 2024-01-31 580 --
How to benchmark image generation models like Stable Diffusion XL Philip Kiely 2024-01-31 1,374 --
Unlocking the full power of NVIDIA H100 GPUs for ML inference with TensorRT Pankaj Gupta, Philip Kiely 2024-02-06 1,623 --
The best open source large language model Philip Kiely 2024-02-09 1,920 --
Why GPU utilization matters for model inference Marius Killinger, Philip Kiely 2024-02-20 816 --
40% faster Stable Diffusion XL inference with NVIDIA TensorRT Pankaj Gupta, Justin Yi, Philip Kiely 2024-02-22 2,403 --
New in February 2024 Baseten 2024-02-29 634 --
The benefits of globally distributed infrastructure for model serving Phil Howes, Philip Kiely 2024-03-01 603 --
Announcing our Series B Tuhin Srivastava 2024-03-04 629 2
FP8: Efficient model inference with 8-bit floating point numbers Pankaj Gupta, Philip Kiely 2024-03-07 1,021 2
High performance ML inference with NVIDIA TensorRT Justin Yi, Philip Kiely 2024-03-12 1,076 --
Benchmarking fast Mistral 7B inference Abu Qader, Pankaj Gupta, Justin Yi, Philip Kiely 2024-03-14 1,571 --
33% faster LLM inference with FP8 quantization Pankaj Gupta, Philip Kiely 2024-03-14 1,876 --
New in March 2024 Baseten 2024-03-28 553 --
Using fractional H100 GPUs for efficient model serving Matt Howard, Vlad Shulman, Pankaj Gupta, Philip Kiely 2024-03-28 1,086 --
Continuous vs dynamic batching for AI inference Matt Howard, Philip Kiely 2024-04-05 1,350 1
Streaming real-time text to speech with XTTS V2 Het Trivedi, Philip Kiely 2024-04-18 1,318 --
CI/CD for AI model deployments Vlad Shulman, Samiksha Pal, Sid Shanker, Philip Kiely 2024-04-30 914 --
New in April 2024 Baseten 2024-05-01 552 --
Comparing tokens per second across LLMs Philip Kiely 2024-05-09 769 --
Control plane vs workload plane in model serving infrastructure Colin McGrath, Matt Howard, Philip Kiely 2024-05-29 870 --
What I learned as a forward-deployed engineer working at an AI startup Het Trivedi 2024-05-31 1,353 --
New in May 2024 Baseten 2024-06-03 598 --
How latent consistency models work Rachel Rapp 2024-06-04 1,140 --
Comparing few-step image generation models Rachel Rapp 2024-06-14 1,087 --
Introducing Baseten Chains Bola Malek, Marius Killinger, Sid Shanker, Rachel Rapp, Mike Bilodeau 2024-06-27 1,132 9
Baseten Chains explained: building multi-component AI workflows at scale Marius Killinger, Rachel Rapp 2024-07-02 2,424 --
Plushcap, by Matt Makai. 2021-2026.