Daily Dose of Data Science
Avi Chawla, Akshay PachaarA free newsletter for continuous learning about data science and ML, lesser-known techniques, and how to apply them in 2 minutes. We keep things no-fluff. Join 100,000+ data scientists from top companies like Google, NVIDIA, Microsoft, Uber, etc.
| Platform |  | Pricing | Only free issues | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 1357 | Founded | 4 years ago | Last Issue | 6 days ago |
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blog.dailydoseofds.comLatest Issues
How to Train an LLM With Verifiable Rewards on SageMaker AI
Reinforcement Learning from Verifiable Rewards (RLVR) is useful when an answer can be checked automatically, but writing an ideal response is expensive.
For a math problem, the training record only needs the question and its final answer....
Train your own Jev-style decision model locally!
6 context types for agent memory
An agent may need the current truth, exact original wording, the outcome of a session, or a pattern across several conversations. Those requests require different forms of context.
A useful memory syst...
Karpathy’s Trick for Faster Local LLMs Finally Has Proper Tooling
On-device inference often runs at batch size one. One application decodes one active sequence on one device.
This is quite different from a busy hosted service where requests from many users reach the same accelerator pool. The runtime can...
RAG vs. Jev + RAG, clearly explained!
In today’s newsletter:
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Build voice agents that hear the details.
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RAG vs. Jev + RAG, clearly explained!
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5 vector DB indexing strategies.
Build voice agents that hear the details
Speechmatics Linden is a spee...
Chunked Prefill, clearly explained
Surya OCR: SOTA model for document intelligence
Datalab has just released Surya OCR, a state-of-the-art OCR model that scores 83.3% on the olmocr benchmark (top under 3B).
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650M params
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supports 91 languages
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5 pages/s on R...
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My daily posts make data science less intimidating. Sharing untold observations on Data Science in a minute-long daily newsletter.
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