unclear: words inside software descriptions
A neuronOne of thousands of tiny dials inside each layer. It reads the text so far and produces a number, its activation, that nudges what the model writes next. in layerOne step in the stack the text passes through. Qwen3-0.6B has 28 layers, each with 3,072 neurons. 24 of Qwen3-0.6B. Its strongest snippets are mixed: they peak on different tokens. It is featuredA neuron picked for the full treatment: steering outputs and a written explanation. About 3,000 of the 86,000 neurons are featured., so it has steering outputs.
What this neuron does
This neuron fires on connecting words inside descriptions of software and web tools, like 'free and open-source' or 'Mosaic' as an early browser. The pattern is fuzzy, and turning it up gave loosely related text about management and memory.
Written by Claude from this neuron's activations and steering outputs. Confidence: low. Think it is wrong? Flag it (opens a prefilled issue on GitHub).
Fires most on
The text windows where this neuron's activationThe number a neuron produces for a token. Large positive means it fired hard; negative means it pushed the other way. was highest. Amber marks positive activation; the outlined tokenA piece of text the model reads at once: often a word, sometimes part of a word or a punctuation mark. is the peak. Hover a token for its strength.
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can be configured to replicate across Zones to spread demand and avoid downtime from failures.⏎Officially launched in 2006, Amazon Web Services provide online services for other web sites or client-side applications. Most of these services are not exposed directly
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figure out.⏎Perhaps the most popular early browser most people are familiar with and many of us used it, was Netscape Navigator. The browser that preceded that was Mosaic, which was co-founded by venture capitalist and millionaire, Marc Andreessen.
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ier features to be used, but if you're not using these features, you can safely omit both.⏎Documents written in HTML are not WYSIWYG - Mosaic and other WWW clients will re-arrange the layout of your text so
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Finally, the authors find that students in advanced economics classes significantly outperform students in regular classes.⏎If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help
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8. Then Oracle obtained MySQL in 2010 and has owned it ever since.⏎For our purposes and it’s general definition, MySQL is a free and open-source database, and one of the most popular in the world.⏎Now,
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elevated devil abundances following the extinction of the previous apex predator - the thylacine - approximately 80. years ago.<|endoftext|>Drupal is a free and open source Content Management Framework (CMF) that uses a PHP and a backend
SteeringAdding a push along a neuron while the model writes, to see how its output changes. Turning it up or down.
Push this neuron up or down while the model writes, and watch what changes. The outputs were generated ahead of time, so nothing runs in your browser.
Here is something I have been thinking about lately: the child whose child is the child whose child is the child whose child is the child whose child whose child whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose whose
Most negative on
Where the activation went furthest below zero. Blue marks negative activation. Many neurons mean something different in each direction.
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a compilation of "best engineering⏎practices" which have proven successful in modelling large, complex systems.⏎UML succeeds the concepts of Booch, OMT and OOSE by fusing them into a single,⏎common and widely usable modelling language
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of what is common practice now days, this is what I take out of this chapter.⏎Start your application by structuring the domain. Follow DDD principles, defining Bounded Contexts that relate to business concepts. Group your code units per conceptual
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Understand how to create parallelized collections and external datasets⏎- Work with Resilient Distributed Dataset (RDD) operations⏎- Utilize shared variables and key-value pairs⏎Module 3 - Spark application programming⏎- Understand
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outcomes. Each feature is captured as a “story”, which defines the scope of the feature along with its acceptance criteria. This article introduces the BDD approach to defining and identifying stories and their acceptance criteria.⏎Software delivery is about writing software to achieve
Connections
Show on mapWhich neuronsOne of thousands of tiny dials inside each layer. It reads the text so far and produces a number, its activation, that nudges what the model writes next. in earlier layersOne step in the stack the text passes through. Qwen3-0.6B has 28 layers, each with 3,072 neurons. feed this one, and which later ones it feeds. Amber links excite, blue links suppress; longer bars are stronger.
Fed by earlier layers
- L5:2 suppresses
- L9:18 suppresses text boundary after a document break
- L15:921 excites
- L20:429 excites
- L21:269 excites
- L9:49 suppresses
- L10:32 excites
- L22:156 weakly excites
- L9:411 weakly excites
- L20:461 weakly suppresses
- L8:2395 weakly excites
- L20:96 weakly suppresses
- L18:1517 weakly suppresses
- L2:972 weakly suppresses
- L21:385 weakly suppresses
- L3:63 weakly excites
- L20:1783 weakly excites
- L19:552 weakly suppresses
- L7:3 weakly suppresses
- L20:66 weakly suppresses
- L18:140 weakly suppresses
- L0:9 weakly suppresses
- L3:551 weakly suppresses
- L8:67 weakly suppresses
Feeds later layers
- L27:1515 weakly excites
- L27:2064 weakly excites
- L27:1978 weakly suppresses
- L27:1684 weakly excites
- L27:1826 weakly excites
- L25:1808 weakly suppresses
- L25:2360 weakly excites
- L26:546 weakly suppresses
- L27:2899 weakly excites
- L26:2459 weakly excites letter k starting a unit or fragment
- L25:1708 weakly excites
- L27:787 weakly excites
- L26:2160 weakly excites
- L26:2485 weakly suppresses capital I starting a word fragment
- L27:1912 weakly suppresses
- L27:792 weakly excites
- L26:251 weakly excites
- L25:2751 weakly suppresses
- L27:1036 weakly suppresses
- L25:1712 weakly suppresses
- L25:1543 weakly excites
- L25:813 weakly suppresses
- L25:2774 weakly suppresses
- L25:323 weakly excites
Activation histogramA chart of how often a neuron takes each activation value.
How often this neuron fires at each strength. Almost always it does close to nothing (the tall bars in the middle); the snippets above are the rare moments it fired hard, amber for positive and blue for negative.
Logit lensReading which output tokens a neuron pushes toward or away from, straight off its output weights, before the later layers have their say.
The words this neuron nudges the model toward (amber) or away from (blue) when it fires. A hint, not a label: many neurons work through later layersOne step in the stack the text passes through. Qwen3-0.6B has 28 layers, each with 3,072 neurons. instead.
Promotes
- (man
- _Man
- MAN
- MAN
- -man
- management
- _man
- マン
- enza
- 管理
Suppresses
- 外
- �
- 名叫
- 另有
- khúc
- Outside
- Fore
- alker
- -roll
- thấy