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Neptune Blog

Learn from AI/ML engineers, researchers, and folks building foundation models: best practices, tool reviews, and real-world examples.

Featured

  • General

We are joining OpenAI

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Piotr Niedzwiedz
- 1 min
Piotr Niedźwiedź, CEO/CTO and founder of neptune.ai I’m excited to share that we’ve entered into a definitive agreement to be acquired by OpenAI, subject to closing conditions. We are thrilled to join the OpenAI team and help their AI...
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  • LLMOps

How to Monitor, Diagnose, and Solve Gradient Issues in Foundation Models

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Klea Ziu
- 6 min
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  • LLMOps

Observability in LLMOps: Different Levels of Scale

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Aurimas Griciunas
- 3 min
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  • LLMOps

Synthetic Data for LLM Training

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Klea Ziu
- 8 min
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  • LLMOps

What are LLM Embeddings: All you Need to Know

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Cristian Catalin Tatu
- 9 min
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  • General
  • LLMOps

Detecting and Fixing ‘Dead Neurons’ in Foundation Models

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Michał Oleszak
- 8 min
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  • LLMOps

Part 2: Instruction Fine-Tuning: Evaluation and Advanced Techniques for Efficient Training

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Jules Belveze
- 8 min
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  • LLMOps

How to Optimize LLM Inference

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Alek Pikl
- 12 min
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  • LLMOps

A Researcher’s Guide to LLM Grounding

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Joel Rorseth
- 6 min
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  • LLMOps

Part 1: Instruction Fine-Tuning: Fundamentals, Architecture Modifications, and Loss Functions

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Jules Belveze
- 9 min
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  • LLMOps

Understanding Prompt Injection: Risks, Methods, and Defense Measures

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Soumya Shaw
- 13 min
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  • LLMOps
  • Paper Reflections

SabiYarn: Advancing Low-Resource Languages With Multitask NLP Pre-Training [Paper Reflections]

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Oduguwa Damilola
- 4 min
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  • LLMOps
  • Paper Reflections

STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning [Paper Reflection]

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Seung-won Hwang
- 3 min
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  • LLMOps

Evaluating RAG Pipelines

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Ankit ,  LucĂ­a Cordero Sánchez
- 19 min
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  • LLMOps

How to Build an LLM Agent With AutoGen: Step-by-Step Guide

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Shibsankar Das ,  LucĂ­a Cordero Sánchez
- 14 min
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