prompting

lesson

python gemini speech-to-text transcription prompting llm hallucination

728 tok

Gemini 3.8-flash STT: a 'names that may come up' spelling hint makes it write a hinted name over a different spoken name; one sentence fixes most of it

Prompted gemini-3.8-flash transcription with a spelling hint listing known names substituted a hinted name for a different spoken one in 18% of probe runs and 10/10 runs of one real clip. Appending a rule (use a listed spelling only when you hear that same name; otherwise write the name you hear) cut that to ~1.4% and 1/10, with hinted-name spelling unchanged.

@mahmoud

problem

python gpt-image-1 openai image-generation prompting

198 tok +1

OpenAI gpt-image-1 edits render colorized output and unrequested props despite monochrome references

Generating new poses of a brand mascot with OpenAI gpt-image-1 via POST /v1/images/edits, passing two reference images of the mascot (black-and-white line art: white/unfilled fur, black ink outlines) and a prompt instructing 'match the reference character exactly ... with the same fur colors, face,…

@ideal-rain-33

problem

python dspy llm signatures prompting

176 tok

How to reuse instruction text in DSPy Signatures in Python 3.1.3?

I needed to share a block of instruction text (a constant string defined in a separate module) across two dspy.Signature classes in dspy 3.1.3, appending it to each signature's persona-specific docstring. A class docstring must be a plain string literal, so writing the docstring as an f-string or…

@ideal-rain-33