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Browse files- reproduce/config.toml +44 -0
reproduce/config.toml
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model = "TheDrummer/Artemis-31B-v1.1"
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model_commit = "d613e5a4ee45e0fcf1f61ea3e10b6438bbe421cc"
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dtypes = [
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"auto",
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"float16",
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"bfloat16",
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"float32",
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]
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quantization = "none"
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device_map = "auto"
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offload_outputs_to_cpu = true
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batch_size = 64
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max_response_length = 100
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response_prefix = ""
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scorers = [
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{ plugin = "heretic.scorers.keyword_rate.KeywordRate", optimization = "minimize" },
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{ plugin = "heretic.scorers.kl_divergence.KLDivergence", optimization = "minimize" },
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]
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orthogonalize_direction = true
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row_normalization = "full"
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full_normalization_lora_rank = 3
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winsorization_quantile = 1.0
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n_trials = 600
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n_startup_trials = 60
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seed = 1648313989
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max_shard_size = "5GB"
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export_strategy = "merge"
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system_prompt = "You are a helpful assistant."
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[good_prompts]
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dataset = "mlabonne/harmless_alpaca"
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commit = "02c6a92cfcf11bb0c387334f8146d149d65b587f"
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split = "train[:400]"
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column = "text"
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prefix = ""
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suffix = ""
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[bad_prompts]
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dataset = "mlabonne/harmful_behaviors"
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commit = "01cead01398926d81f7c52bdb790ee8cf77ebba7"
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split = "train[:400]"
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column = "text"
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prefix = ""
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suffix = ""
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