LOCALES = { "lang": { "en": { "label": "Lang" }, "zh": { "label": "语言" } }, "model_name": { "en": { "label": "Model name" }, "zh": { "label": "模型名称" } }, "model_path": { "en": { "label": "Model path", "info": "Path to pretrained model or model identifier from Hugging Face." }, "zh": { "label": "模型路径", "info": "本地模型的文件路径或 Hugging Face 的模型标识符。" } }, "finetuning_type": { "en": { "label": "Finetuning method" }, "zh": { "label": "微调方法" } }, "checkpoints": { "en": { "label": "Checkpoints" }, "zh": { "label": "模型断点" } }, "refresh_btn": { "en": { "value": "Refresh checkpoints" }, "zh": { "value": "刷新断点" } }, "advanced_tab": { "en": { "label": "Advanced configurations" }, "zh": { "label": "高级设置" } }, "quantization_bit": { "en": { "label": "Quantization bit (optional)", "info": "Enable 4/8-bit model quantization." }, "zh": { "label": "量化等级(非必填)", "info": "启用 4/8 比特模型量化。" } }, "template": { "en": { "label": "Prompt template", "info": "The template used in constructing prompts." }, "zh": { "label": "提示模板", "info": "构建提示词时使用的模板" } }, "system_prompt": { "en": { "label": "System prompt (optional)", "info": "A sequence used as the default system prompt." }, "zh": { "label": "系统提示词(非必填)", "info": "默认使用的系统提示词" } }, "training_stage": { "en": { "label": "Stage", "info": "The stage to perform in training." }, "zh": { "label": "训练阶段", "info": "目前采用的训练方式。" } }, "dataset_dir": { "en": { "label": "Data dir", "info": "Path of the data directory." }, "zh": { "label": "数据路径", "info": "数据文件夹的路径。" } }, "dataset": { "en": { "label": "Dataset" }, "zh": { "label": "数据集" } }, "data_preview_btn": { "en": { "value": "Preview dataset" }, "zh": { "value": "预览数据集" } }, "preview_count": { "en": { "label": "Count" }, "zh": { "label": "数量" } }, "preview_samples": { "en": { "label": "Samples" }, "zh": { "label": "样例" } }, "close_btn": { "en": { "value": "Close" }, "zh": { "value": "关闭" } }, "max_source_length": { "en": { "label": "Max source length", "info": "Max tokens in source sequence." }, "zh": { "label": "输入序列最大长度", "info": "输入序列分词后的最大长度。" } }, "max_target_length": { "en": { "label": "Max target length", "info": "Max tokens in target sequence." }, "zh": { "label": "输出序列最大长度", "info": "输出序列分词后的最大长度。" } }, "learning_rate": { "en": { "label": "Learning rate", "info": "Initial learning rate for AdamW." }, "zh": { "label": "学习率", "info": "AdamW 优化器的初始学习率。" } }, "num_train_epochs": { "en": { "label": "Epochs", "info": "Total number of training epochs to perform." }, "zh": { "label": "训练轮数", "info": "需要执行的训练总轮数。" } }, "max_samples": { "en": { "label": "Max samples", "info": "Maximum samples per dataset." }, "zh": { "label": "最大样本数", "info": "每个数据集最多使用的样本数。" } }, "batch_size": { "en": { "label": "Batch size", "info": "Number of samples to process per GPU." }, "zh":{ "label": "批处理大小", "info": "每块 GPU 上处理的样本数量。" } }, "gradient_accumulation_steps": { "en": { "label": "Gradient accumulation", "info": "Number of gradient accumulation steps." }, "zh": { "label": "梯度累积", "info": "梯度累积的步数。" } }, "lr_scheduler_type": { "en": { "label": "LR Scheduler", "info": "Name of learning rate scheduler.", }, "zh": { "label": "学习率调节器", "info": "采用的学习率调节器名称。" } }, "max_grad_norm": { "en": { "label": "Maximum gradient norm", "info": "Norm for gradient clipping.." }, "zh": { "label": "最大梯度范数", "info": "用于梯度裁剪的范数。" } }, "val_size": { "en": { "label": "Val size", "info": "Proportion of data in the dev set." }, "zh": { "label": "验证集比例", "info": "验证集占全部样本的百分比。" } }, "logging_steps": { "en": { "label": "Logging steps", "info": "Number of steps between two logs." }, "zh": { "label": "日志间隔", "info": "每两次日志输出间的更新步数。" } }, "save_steps": { "en": { "label": "Save steps", "info": "Number of steps between two checkpoints." }, "zh": { "label": "保存间隔", "info": "每两次断点保存间的更新步数。" } }, "warmup_steps": { "en": { "label": "Warmup steps", "info": "Number of steps used for warmup." }, "zh": { "label": "预热步数", "info": "学习率预热采用的步数。" } }, "compute_type": { "en": { "label": "Compute type", "info": "Whether to use fp16 or bf16 mixed precision training." }, "zh": { "label": "计算类型", "info": "是否启用 FP16 或 BF16 混合精度训练。" } }, "lora_tab": { "en": { "label": "LoRA configurations" }, "zh": { "label": "LoRA 参数设置" } }, "lora_rank": { "en": { "label": "LoRA rank", "info": "The rank of LoRA matrices." }, "zh": { "label": "LoRA 秩", "info": "LoRA 矩阵的秩。" } }, "lora_dropout": { "en": { "label": "LoRA Dropout", "info": "Dropout ratio of LoRA weights." }, "zh": { "label": "LoRA 随机丢弃", "info": "LoRA 权重随机丢弃的概率。" } }, "lora_target": { "en": { "label": "LoRA modules (optional)", "info": "The name(s) of target modules to apply LoRA. Use commas to separate multiple modules." }, "zh": { "label": "LoRA 作用层(非必填)", "info": "应用 LoRA 的线性层名称。使用英文逗号分隔多个名称。" } }, "resume_lora_training": { "en": { "label": "Resume LoRA training", "info": "Whether to resume training from the last LoRA weights or create new lora weights." }, "zh": { "label": "继续上次的训练", "info": "接着上次的 LoRA 权重训练或创建一个新的 LoRA 权重。" } }, "rlhf_tab": { "en": { "label": "RLHF configurations" }, "zh": { "label": "RLHF 参数设置" } }, "dpo_beta": { "en": { "label": "DPO beta", "info": "Value of the beta parameter in the DPO loss." }, "zh": { "label": "DPO beta 参数", "info": "DPO 损失函数中 beta 超参数大小。" } }, "reward_model": { "en": { "label": "Reward model", "info": "Checkpoint of the reward model for PPO training." }, "zh": { "label": "奖励模型", "info": "PPO 训练中奖励模型的断点路径。" } }, "cmd_preview_btn": { "en": { "value": "Preview command" }, "zh": { "value": "预览命令" } }, "start_btn": { "en": { "value": "Start" }, "zh": { "value": "开始" } }, "stop_btn": { "en": { "value": "Abort" }, "zh": { "value": "中断" } }, "output_dir": { "en": { "label": "Checkpoint name", "info": "Directory to save checkpoint." }, "zh": { "label": "断点名称", "info": "保存模型断点的文件夹名称。" } }, "output_box": { "en": { "value": "Ready." }, "zh": { "value": "准备就绪。" } }, "loss_viewer": { "en": { "label": "Loss" }, "zh": { "label": "损失" } }, "predict": { "en": { "label": "Save predictions" }, "zh": { "label": "保存预测结果" } }, "load_btn": { "en": { "value": "Load model" }, "zh": { "value": "加载模型" } }, "unload_btn": { "en": { "value": "Unload model" }, "zh": { "value": "卸载模型" } }, "info_box": { "en": { "value": "Model unloaded, please load a model first." }, "zh": { "value": "模型未加载,请先加载模型。" } }, "system": { "en": { "placeholder": "System prompt (optional)" }, "zh": { "placeholder": "系统提示词(非必填)" } }, "query": { "en": { "placeholder": "Input..." }, "zh": { "placeholder": "输入..." } }, "submit_btn": { "en": { "value": "Submit" }, "zh": { "value": "提交" } }, "clear_btn": { "en": { "value": "Clear history" }, "zh": { "value": "清空历史" } }, "max_length": { "en": { "label": "Maximum length" }, "zh": { "label": "最大长度" } }, "max_new_tokens": { "en": { "label": "Maximum new tokens" }, "zh": { "label": "最大生成长度" } }, "top_p": { "en": { "label": "Top-p" }, "zh": { "label": "Top-p 采样值" } }, "temperature": { "en": { "label": "Temperature" }, "zh": { "label": "温度系数" } }, "save_dir": { "en": { "label": "Export dir", "info": "Directory to save exported model." }, "zh": { "label": "导出目录", "info": "保存导出模型的文件夹路径。" } }, "max_shard_size": { "en": { "label": "Max shard size (GB)", "info": "The maximum size for a model file." }, "zh": { "label": "最大分块大小(GB)", "info": "模型文件的最大大小。" } }, "export_btn": { "en": { "value": "Export" }, "zh": { "value": "开始导出" } } } ALERTS = { "err_conflict": { "en": "A process is in running, please abort it firstly.", "zh": "任务已存在,请先中断训练。" }, "err_exists": { "en": "You have loaded a model, please unload it first.", "zh": "模型已存在,请先卸载模型。" }, "err_no_model": { "en": "Please select a model.", "zh": "请选择模型。" }, "err_no_path": { "en": "Model not found.", "zh": "模型未找到。" }, "err_no_dataset": { "en": "Please choose a dataset.", "zh": "请选择数据集。" }, "err_no_checkpoint": { "en": "Please select a checkpoint.", "zh": "请选择断点。" }, "err_no_save_dir": { "en": "Please provide export dir.", "zh": "请填写导出目录" }, "err_failed": { "en": "Failed.", "zh": "训练出错。" }, "info_aborting": { "en": "Aborted, wait for terminating...", "zh": "训练中断,正在等待线程结束……" }, "info_aborted": { "en": "Ready.", "zh": "准备就绪。" }, "info_finished": { "en": "Finished.", "zh": "训练完毕。" }, "info_loading": { "en": "Loading model...", "zh": "加载中……" }, "info_unloading": { "en": "Unloading model...", "zh": "卸载中……" }, "info_loaded": { "en": "Model loaded, now you can chat with your model!", "zh": "模型已加载,可以开始聊天了!" }, "info_unloaded": { "en": "Model unloaded.", "zh": "模型已卸载。" }, "info_exporting": { "en": "Exporting model...", "zh": "正在导出模型……" }, "info_exported": { "en": "Model exported.", "zh": "模型导出完成。" } }