One recorded answer, checked against the page the prototype actually retrieved.
مشکلات نداشتن هوابندی چیست؟
What problems arise from a lack of airtightness?عدم هوابندی مناسب باعث هدررفت قابل توجه هوای تهویه شده داخلی و در نتیجه، افزایش مصرف انرژی ساختمان می‌شود.
Conditioned air lost → energy use rises
“What problems arise from a lack of airtightness?”
مشکلات نداشتن هوابندی چیستAir can enter or leave the building. The response also names poorer indoor air quality, increased energy use and health problems.
Generated response in the recording; checked against its retrieved page below.The retrieved PDF supports two parts of the answer. The remaining claims need other evidence.
عدم هوابندی مناسب باعث هدررفت قابل توجه هوای تهویه شده داخلی و در نتیجه، افزایش مصرف انرژی ساختمان می‌شود.
Inadequate airtightness causes a significant loss of conditioned indoor air and, consequently, increases a building’s energy use.
The subtitle option translates legible Persian shown in the recording. The timed notes beneath the video identify interface and source-page changes.
This subtitle track covers legible on-screen Persian and the inspected PDF sentence. It does not claim to transcribe all speech or the damaged source-panel extraction. The notes below the video are a separate viewing guide.
The script describes how pages become searchable chunks. The recording shows why a returned page still needs a claim-by-claim check.
What problems arise from a lack of airtightness?
The returned source-panel text is visibly fragmented. The page ID identifies a candidate source; it cannot, by itself, validate the model’s added air-quality or health claims.
Records 12 and 13 are generated from the same retained introduction. The corpus contains 912 question–target pairs but only 206 distinct source contexts by exact hash.
SHA-256 a873c254…28abساختمانها با سهم بیش از 40% از کل مصرف انرژی سالانه کشور، میتوانند نقش قابل توجهی در مدیریت انرژی به ویژه در دوره اوج بار شبکه برق و گاز ایفا نمایند.
این قانون، افزایش بهرهوری انرژی در ساختمانها را از اهداف خود معرفی کرده است.
تلاش شده است مصرف انرژی در ساختمانهای کشور مدیریت و مطابق معیارهای مشخص، ساماندهی شود.
English reading The introduction attributes over 40% of annual national energy use to buildings. It also describes improved building energy efficiency and managing energy use against specified criteria as aims. The figure is a claim in this retained document, not a verified current statistic.
The displayed Persian preserves the extraction’s spelling and spacing. The full shared context is available in the records below.هدف از مقررات مبحث نوزدهم چیست؟
What is the purpose of the Section 19 regulations?
افزایش بهرهوری انرژی در ساختمانها و ساماندهی مصرف انرژی مطابق معیارهای مشخص در مبحث نوزدهم.
Improving building energy efficiency and organising use against specified criteria.سهم ساختمانها از مصرف انرژی کل کشور چقدر است؟
What share of national energy use does the document attribute to buildings?
بیش از 40 درصد از کل مصرف انرژی سالانه کشور.
More than 40% of annual national energy use, according to this text.These are split rules illustrated with the retained pair, not a recovered record of how the saved run actually split its data.
Select a question.
The records above share an exact context hash. A split by question could put that same passage in both training and evaluation. The generated targets have not been independently judged. Inspect all retained messages ↗
Three captures document a Qwen3-8B LoRA training run. Loss observations do not establish answer quality; adapter weights and an independently judged answer set were not recovered.
