[Presets] Benchmark dataset support - #4134
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`dataset` selects what every benchmark in a preset session measures: the synthetic `random` prompts shaped by `input_tokens` and `output_tokens`, a dataset the benchmark tool supports, or a Hugging Face dataset ID. A custom dataset provides the requests, so the request-shape properties can't be set with it, and the preset records the measured means instead. The dataset is part of the contract: it is written to the session constraints, the agent reports it with the benchmark, the preset records it, and `dstack preset` shows it. A session that doesn't set it renders exactly as before. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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Dataset
By default, benchmarks use synthetic prompts shaped by
input_tokensandoutput_tokens. Setdatasetto benchmark on real text instead: a dataset the benchmark tool supports, or a Hugging Face dataset ID.The dataset provides the requests, so
input_tokens,output_tokens, andshared_prefix_tokenscan't be set with it, and the preset records the measured means. A gated dataset requiresHF_TOKENinenv.dstack presetshows the dataset in place of the request shape:🤖 Generated with Claude Code