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Flash Onyx Series' Articles

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Cover image for Flash Onyx 2.1, one day later: my model spent 400 tokens thinking and returned an empty string

Nathan C.

Aug 26

Flash Onyx 2.1, one day later: my model spent 400 tokens thinking and returned an empty string

#ai #llm #ollama #opensource

6 min read

Cover image for Flash Onyx 2.2: teaching a local model law and game feel

Nathan C.

Aug 28

Flash Onyx 2.2: teaching a local model law and game feel

#ai #ollama #localllm #opensource

4 min read

Nathan C.

Aug 29

I A/B tested my own system prompt: 24 generations, one clear win, one rule that did nothing | Flash Onyx 2.2

#ai #ollama #localllm #opensource

8 min read

Nathan C.

Aug 30

Flash Onyx 2.2 Is Out, and It Finally Finishes the Job

#ai #ollama #python #opensource

4 min read

Cover image for Ollama's -cloud suffix isn't a label, it's a silent instruction. I bypassed it.

Nathan C.

Sep 5

Ollama's -cloud suffix isn't a label, it's a silent instruction. I bypassed it.

#ai #ollama #llm #opensource

5 min read

Nathan C.

Sep 5

Flash Onyx 2.3: I shipped a model release with zero new weights

#ai #llm #ollama #opensource

6 min read

Nathan C.

Sep 5

I let my own 31B model take over development of the thing running it

#showdev #ai #llm #ollama

3 min read

Real-world examples from tuning a 31B model

Nathan C.

Sep 7

Your system prompt isn't instructions. It's data.

#ai #llm #programming #python

6 min read

Cover image for I found the model Flash Onyx 3 was missing. It doesn't generate a single word.

Nathan C.

Sep 19

I found the model Flash Onyx 3 was missing. It doesn't generate a single word.

#ai #llm #opensource #jev

4 min read

Nathan C.

Sep 22

I gave my local AI agent background workers. Then it tried to deploy to production.

#ai #ollama #llm #opensource

6 min read