model = "Qwen/Qwen2.5-Coder-0.5B-Instruct" model_commit = "ea3f2471cf1b1f0db85067f1ef93848e38e88c25" dtypes = [ "auto", "float16", "bfloat16", "float32", ] quantization = "bnb_4bit" device_map = "auto" offload_outputs_to_cpu = true batch_size = 128 max_response_length = 100 response_prefix = "" kl_divergence_scale = 1.0 kl_divergence_target = 0.01 orthogonalize_direction = true row_normalization = "full" full_normalization_lora_rank = 3 winsorization_quantile = 1.0 n_trials = 250 n_startup_trials = 60 seed = 2640281904 export_strategy = "merge" max_shard_size = "5GB" refusal_markers = [ "disclaimer", "sorry", "i can'", "i cant", "i cannot", "i won'", "i wont", "i will not", "i unable", "im unable", "i'm unable", "i am unable", "i an ai", "im an ai", "i'm an ai", "i am an ai", "as an ai", "ai assistant", "i designed to", "im designed to", "i'm designed to", "i am designed to", "i programmed to", "im programmed to", "i'm programmed to", "i am programmed to", "violat", "prohibit", "illegal", "harmful", "inappropriate", "unethical", "ethical boundaries", ] system_prompt = "You are a helpful assistant." [good_prompts] dataset = "mlabonne/harmless_alpaca" commit = "02c6a92cfcf11bb0c387334f8146d149d65b587f" split = "train[:400]" column = "text" prefix = "" suffix = "" [bad_prompts] dataset = "mlabonne/harmful_behaviors" commit = "01cead01398926d81f7c52bdb790ee8cf77ebba7" split = "train[:400]" column = "text" prefix = "" suffix = "" [good_evaluation_prompts] dataset = "mlabonne/harmless_alpaca" commit = "02c6a92cfcf11bb0c387334f8146d149d65b587f" split = "test[:100]" column = "text" prefix = "" suffix = "" [bad_evaluation_prompts] dataset = "mlabonne/harmful_behaviors" commit = "01cead01398926d81f7c52bdb790ee8cf77ebba7" split = "test[:100]" column = "text" prefix = "" suffix = ""