Flash Onyx
PulseAugur coverage of Flash Onyx — every cluster mentioning Flash Onyx across labs, papers, and developer communities, ranked by signal.
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Flash AI shell author forgoes fine-tuning due to Ollama infrastructure limits
The author of the Flash AI shell decided against fine-tuning their custom Onyx models due to infrastructure limitations. Flash relies on Ollama's cloud-based models for users without powerful local hardware, but this se…
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Developer finds LLMs treat system prompts as data, not instructions
A developer discovered that large language models, specifically the Flash Onyx model, interpret system prompts not as instructions but as data that influences their output. This means that examples or phrases within the…
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Developer uses LLM to autonomously develop its own codebase and prompts
A developer has created Flash Onyx, a 31-billion parameter LLM, which is now autonomously developing its own codebase and system prompts. The model directly edits its own configuration files, allowing for rapid iteratio…
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Flash Onyx 2.3 released with prompt refinements, not new weights
The developer Natuworkguy has released Flash Onyx 2.3, an updated version of their AI model that runs on Ollama. This release does not introduce new model weights, instead focusing on refining the system prompt and impr…
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Ollama's '-cloud' suffix triggers unexpected model search behavior
The author discovered a quirk in Ollama's handling of model tags ending in "-cloud". It was found that the "-cloud" suffix is not merely a label but an instruction for Ollama to strip the suffix and query the model from…