Availability Entertainment Tuning 
The Netflix TechBlog
MARCH 28, 2025
It facilitates the distribution of these learnings to other models, either through shared model weights for fine tuning or directly through embeddings. In NLP, the trend is moving away from numerous small, specialized models towards a single, large language model that can perform a variety of tasks either directly or with minimal fine-tuning.
The Netflix TechBlog
DECEMBER 17, 2024
At Netflix, we seek to entertain the world by ensuring our members find the shows and movies that will thrill them. A metric can therefore be defined once in DJ and be made available across analytics dashboards and experimentation analysis. DJ has a strong pedigreethere are several prior semantic layers in the industry (e.g.
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The Netflix TechBlog
MARCH 4, 2025
This endpoint efficiently reads from all available Hollow Feeds to obtain the current status, thanks to Hollows in-memory capabilities. Many of the metadata and assets involved in title setup have specific timelines for when they become available to members.
The Netflix TechBlog
AUGUST 13, 2020
You’re half awake and wondering, “Is there really a problem or is this just an alert that needs tuning? Telltale learns what constitutes typical health for an application, no alert tuning required. Intelligent Monitoring Every service operator knows the difficulty of alert tuning. By Andrei U., A metric crossed a threshold.
The Netflix TechBlog
AUGUST 1, 2022
stream processing) is one of the key factors that enable Netflix to maintain its leading position in the competition of entertaining our users. The catalog of available DB connectors is growing (CockroachDB, Cassandra for example) More Processing patterns such as filter, projection, union, join, etc. Please stay tuned!
The Netflix TechBlog
MAY 1, 2019
We’re really proud of the improvements we’ve brought to the video experience, but the focus on those makes it easy to overlook the importance of sound , and sound is every bit as important to entertainment as video. The top graph shows both the audio and video bitrate, along with the available network throughput.
O'Reilly
NOVEMBER 19, 2024
The haphazard results may be entertaining, although not quite based in fact. Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. RAG provides a way to “ground” answers within a selected set of content. at Facebook—both from 2020.
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