Training a coding model to paint watercolours with TRL and OpenEnv
Source
huggingface.co
Date
Terms in this piece · Glossary
inference — Running a trained model to get answers — the phase where AI is actually used, as opposed to trained.
LoRA — A cheap way to fine-tune a model by training a small add-on layer instead of changing all of the model's weights.
Why it matters
A working recipe for rewarding taste: environment as a Space, pairwise judge through inferenceRunning a trained model to get answers — the phase where AI is actually used, as opposed to trained.Full definition → Providers, LoRAA cheap way to fine-tune a model by training a small add-on layer instead of changing all of the model's weights.Full definition → GRPO on Jobs, with reward design, failure modes, and costs stated so the loop can be copied for other subjective-quality tasks.
