HOARDED FORTUNE GROUP PTE. LTD. / 新加坡鸿德集团
Fine-tuning and adaptation
微调与模型适配方案
REQUIREMENTS CHECKLIST / 双语需求清单
Project requirements record. Signed quotations and service agreements define pricing, capacity and delivery terms.
项目需求记录。签署的报价与服务协议规定价格、容量和交付条件。

Method and baseline / 方法与基线
Identify the base model, permitted use, full fine-tuning or adapter method, precision, context length and experiment count.
明确基础模型、允许用途、全参数或适配器微调方法、精度、上下文长度和实验次数。
Customer input / 客户填写：________________

Data and evaluation / 数据与评估
State dataset size, preparation, access control, training/evaluation separation and quality criteria. Avoid using evaluation material as training input without review.
说明数据规模、准备、访问控制、训练与评估划分及质量标准；未经审阅不应将评估材料作为训练输入。
Customer input / 客户填写：________________

Method-specific sizing / 按方法评估配置
Method/version; trainable parameters; memory; batch; sequence.
方法及版本、可训练参数、内存、批量、序列。
Required scope / 所需范围：________________

Experiment reproducibility / 实验可复现性
Run manifest; environment lock; evaluation protocol; artifact naming.
运行清单、环境锁定、评估协议、产物命名。
Required scope / 所需范围：________________

Artifact and data control / 产物与数据控制
Access roles; artifact format; retention; exit and deletion scope.
访问角色、产物格式、保留、退出与删除范围。
Required scope / 所需范围：________________

Resource profile / 资源表现
Measure peak memory, step time and completed runs for the intended training profile.
按目标训练条件测量峰值内存、训练步耗时及完成的实验次数。
Agreed target and conditions / 约定目标及条件：________________

Model quality / 模型质量
Evaluate against a customer-approved holdout and scoring method; infrastructure delivery alone does not guarantee model quality.
依据客户认可的留出数据及评分方法评估；基础设施交付本身不保证模型质量。
Agreed target and conditions / 约定目标及条件：________________

Artifact portability / 产物可迁移性
Validate export and reload in the compatible environment specified by the service contract.
在合同指定的兼容环境中验证导出与重新加载。
Agreed target and conditions / 约定目标及条件：________________

Additional review / 补充审阅
Region and access locations / 区域及访问地点：________________
Contracting entity and approved contact / 签约主体及认可联系：________________
Delivery window and project gates / 交付窗口及阶段条件：________________
Currency, billing unit, term and budget basis / 币种、计费单位、期限及预算口径：________________
Support and responsibility split / 支持及责任分工：________________
Data retention, export and deletion / 数据保留、导出及删除：________________
Acceptance owner and evidence format / 验收负责人及证据格式：________________

Credentials, identity documents and sensitive datasets use designated secure channels.
凭据、身份证明文件及敏感数据集通过指定安全渠道交付。