MASSIVE claim in this paper.
AI Architectural breakthroughs can be scaled computationally, transforming research progress from a human-limited to a computation-scalable process.
So it turns architecture discovery into a compute‑bound process, opening a path to…
I really hope Kimi shares the paper on K2.
in the meantime, these are our sources on their thinking about LLM pre- and post-training that likely went into it.
Found a nice blog on the Muon optimizer which is making the rounds recently. What's interesting is that Muon doesn't replace ADAM completely. Muon is more for 2D parameters between the input and output layers. The input and output embedding layers should still use ADAM.
Question…
The difference between Kafka 4.0 and 3.0 will be awesome:
- No ZooKeeper
- Tiered Storage
- New Rebalance Protocol (848)
- EOS support in Connect
- State Updater Thread in Streams
- Improved Txn Protocol (890)
- Custom Stream Task Assignment (924)
#apachekafka is on a roll!
Want to design and build an OLAP database? Or a SQL engine? Or extend an existing system with analytical engine?
Look at #FDAP
Flight, DataFusion, Arrow and Parquet are perfectly well suited for modern OLAP workloads. Why?
Watch this to dive deep:
youtu.be/dlO1cKnfWAI…
Data engineering is a difficult role to break into.
There are WAY TOO MANY tools, solutions and skills that DEs are expected to know.
You don't have to learn everything all at once.
But if you are looking to read on some data engineering topics, here are 7 great…
What does ACID mean?
The diagram below explains what ACID means in the context of a database transaction.
🔹 Atomicity
The writes in a transaction are executed all at once and cannot be broken into smaller parts. If there are faults when executing the transaction, the writes in…
Linux file system explained.
The Linux file system used to resemble an unorganized town where individuals constructed their houses wherever they pleased. However, in 1994, the Filesystem Hierarchy Standard (FHS) was introduced to bring order to the Linux file system.
By…
What I love the most about software engineering is that this stuff just never gets boring. Learned tons of new things just this week, and there's so much more. It's like a game with an indefinite number of levels, you'll never be able to fully play it through.
👋Hey cloud-native developers,
How do you pass secrets to you application?
✔️Sealed Secrets
✔️External secrets
✔️Secrets Store CSI Driver
✔️Init-container
✔️Sidecar
✔️sOps
✔️HashiCorp Vault
✔️Something else?
The primary strategy of architecture is the drawing of hard boundaries between high level policy and low level detail such that the high level policy is entirely ignorant of the low level detail.
There are three fundamental constraints upon the structure of code. We learned all three between 1957 and 1968. Structured Programming, Object Oriented Programming, and Functional Programming.
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