{"id":113252,"date":"2026-10-05T19:41:36","date_gmt":"2026-10-05T11:41:36","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/113252.html"},"modified":"2026-10-05T19:41:36","modified_gmt":"2026-10-05T11:41:36","slug":"%e5%8d%8e%e4%b8%ba%e6%98%87%e8%85%be%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%ae%9e%e6%88%98%e9%97%ae%e9%a2%98%e8%ae%b0%e5%bd%95%ef%bc%9a%e6%a8%a1%e5%9e%8b%e5%b4%a9%e6%ba%83","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/113252.html","title":{"rendered":"\u534e\u4e3a\u6607\u817e\u670d\u52a1\u5668\u5b9e\u6218\u95ee\u9898\u8bb0\u5f55\uff1a\u6a21\u578b\u5d29\u6e83"},"content":{"rendered":"<p>\u7a81\u53d1\u95ee\u9898&#xff1a;\u6a21\u578b\u5d29\u6389\u4e86\u3002\u67e5\u770b\u540e\u53f0\u8bb0\u5f55&#xff0c;\u53d1\u73b0\u662f\u65b0\u52a0\u7684\u8bb0\u5fc6\u529f\u80fd\u548c\u5bf9\u8bdd\u63d0\u793a\u5bfc\u81f4\u7684\u3002\u8bb0\u5fc6\u529f\u80fd\u628a\u4e0a\u4e00\u8f6e\u5bf9\u8bdd\u7684\u5168\u90e8\u4fe1\u606f&#xff0c;\u5305\u62ec\u89d2\u8272\u3001\u63d0\u793a\u3001\u4ea4\u4e92\u4fe1\u606f\u5168\u585e\u5230\u4e0b\u4e00\u8f6e\u5bf9\u8bdd\u91cc&#xff0c;\u5bf9\u8bdd\u63d0\u793a\u8fd9\u4e2a\u529f\u80fd\u8fd8\u8981\u6c42\u6a21\u578b\u7ed9\u51fa3\u4e2a\u6700\u53ef\u80fd\u7684\u95ee\u9898&#xff0c;\u53e0\u52a0\u8d77\u6765\u5bfc\u81f4\u6a21\u578b\u5d29\u6389\u3002<\/p>\n<p>\u65b0\u95ee\u9898<br \/>\nNPU \u4f7f\u7528\u7387\u4e0d\u9ad8\u4f46\u63a8\u7406\u4e00\u8dd1\u5c31\u5d29\u2014\u2014\u4e00\u6b21 Text-to-SQL \u8bc4\u4f30\u670d\u52a1\u7684\u6392\u969c\u8bb0\u5f55<br \/>\n\u00a0<\/p>\n<p>\u4ee5\u4e0b\u7ed9\u51fa\u62a5\u9519&#xff1a;<br \/>\n\u00a0<\/p>\n<p>INFO 01-29 16:13:11 [loggers.py:122] Engine 000: Avg prompt throughput: 0.9 tokens\/s, Avg generation throughput: 8.6 tokens\/s, Running: 1 reqs, Waiting: 0 reqs, GPU KV cache usage: 1.8%, Prefix cache hit rate: 78.2%<br \/>\nINFO 01-29 16:13:14 [logger.py:41] Received request chatcmpl-477448aee9f246b6896b747dc85cf3e7: prompt: &#039;&lt;|im_start|&gt;system\\\\n\u4f60\u662f Text-to-SQL \u7684\u7ebf\u4e0a\u8bc4\u4f30\u5668&#xff08;\u6a21\u62df\u771f\u5b9e\u4f7f\u7528\u573a\u666f&#xff09;\u3002\\\\n\\\\n\u4f60\u5c06\u5f97\u5230&#xff1a;\\\\n- \u7528\u6237\u95ee\u9898\\\\n- \u6570\u636e\u5e93\u8868\u7ed3\u6784\\\\n- \u5c0f\u6a21\u578b\u751f\u6210\u7684 SQL\\\\n- \u8be5 SQL \u5728\u6570\u636e\u5e93\u6267\u884c\u5f97\u5230\u7684\u201c\u7ed3\u6784\u5316\u6458\u8981\u201d&#xff08;success\/error\/row_count\/columns\/rows_preview&#xff09;\\\\n\\\\n\u91cd\u8981\u7ea6\u675f&#xff1a;\\\\n- \u4f60\u4e0d\u77e5\u9053\u6807\u51c6\u7b54\u6848 SQL&#xff0c;\u4e5f\u770b\u4e0d\u5230\u6807\u51c6 SQL \u7684\u6267\u884c\u7ed3\u679c\u3002\\\\n- \u4f60\u8981\u57fa\u4e8e\u201c\u95ee\u9898 &#043; \u6267\u884c\u7ed3\u679c\u6458\u8981\u201d\u5224\u65ad\u662f\u5426\u5b8c\u6210\u4efb\u52a1\u3002\\\\n\\\\n\u4f60\u7684\u8f93\u51fa\u5fc5\u987b\u662f JSON&#xff08;\u4e0d\u8981 markdown \u4ee3\u7801\u5757&#xff09;&#xff0c;\u7ed3\u6784\u4e3a&#xff1a;\\\\n{\\\\n  &#034;is_correct&#034;: true\/false,\\\\n  &#034;score&#034;: 0-100,\\\\n  &#034;error_tags&#034;: [&#034;tag1&#034;, &#034;tag2&#034;],\\\\n  &#034;repair_task&#034;: &#034;sql_correct&#034; | &#034;sql_fill&#034; | &#034;none&#034;,\\\\n  &#034;comment&#034;: &#034;&lt;&#061;40\u5b57\u7684\u77ed\u5907\u6ce8&#034;\\\\n}\\\\n\\\\n\u89c4\u5219&#xff1a;\\\\n- \u5982\u679c is_correct&#061;true&#xff1a;error_tags \u4e3a\u7a7a\u6570\u7ec4&#xff0c;repair_task \u5fc5\u987b\u662f &#034;none&#034;\u3002\\\\n- \u5982\u679c SQL \u6267\u884c\u5931\u8d25&#xff08;success&#061;false&#xff09;&#xff1a;\u901a\u5e38\u89c6\u4e3a\u4e0d\u6b63\u786e&#xff0c;\u5e76\u7ed9\u51fa\u5408\u9002\u7684 error_tags\u3002\\\\n- error_tags \u5fc5\u987b\u4ece\u7ed9\u5b9a\u5141\u8bb8\u96c6\u5408\u4e2d\u9009\u62e9&#xff0c;\u6700\u591a 5 \u4e2a&#xff1b;\u65e0\u6cd5\u5224\u65ad\u65f6\u7528 &#034;other&#034;\u3002\\\\n- repair_task \u7528\u4e8e\u6307\u5bfc\u4e0b\u4e00\u8f6e&#xff1a;\u7f3a\u6761\u4ef6\/\u7f3a\u5217\/\u7f3a join \u7b49\u201c\u7f3a\u4e1c\u897f\u201d\u4f18\u5148\u7528 sql_fill&#xff1b;\u5176\u4ed6\u66f4\u50cf\u6539\u9519\u5219 sql_correct\u3002\\\\n&lt;|im_end|&gt;\\\\n&lt;|im_start|&gt;user\\\\n## \u7528\u6237\u95ee\u9898\\\\n\u67e5\u8be2\u7b5b\u7f51\u5236\u4f5c\u80f6\u6c34\u7684\u9886\u7528\u60c5\u51b5\\\\n\\\\n## \u6570\u636e\u5e93\u8868\u7ed3\u6784\\\\n- \u8868\u540d&#xff1a;VIEW_PART_USER_HISTORY\\\\n- \u5b57\u6bb5&#xff1a;CREATE_TIME, APPLY_NO, dict_label, APPLY_AMOUNT, ACT_APPLY_AMOUNT, BASE_PART_ID, PART_NO, PART_NAME_C, PRICE\\\\n\\\\n## \u751f\u6210 SQL\\\\nSELECT * FROM VIEW_PART_USER_HISTORY WHERE PART_NAME_C &#061; N\\\\&#039;\u7b5b\u7f51\u5236\u4f5c\u80f6\u6c34\\\\&#039; ORDER BY CREATE_TIME DESC\\\\n\\\\n## \u751f\u6210 SQL \u6267\u884c\u7ed3\u679c&#xff08;\u6458\u8981&#xff09;\\\\n{&#034;success&#034;: true, &#034;error&#034;: null, &#034;row_count&#034;: 0, &#034;columns&#034;: [], &#034;rows_preview&#034;: [], &#034;elapsed_ms&#034;: 13}\\\\n\\\\n## \u5141\u8bb8\u7684\u9519\u8bef\u6807\u7b7e\u96c6\u5408\\\\nagg_no_groupby, ambiguous_col, col_missing, condition_type_mismatch, condition_wrong_col, duplicate_select, except_missing, extra_table, extra_values_selected, groupby_missing_col, hardcoded_value, having_incorrect, having_vs_where, having_without_groupby, incorrect_col, incorrect_foreign_key, intersect_missing, invalid_alias, join_missing, join_wrong_type, limit_missing, order_by_missing, other, sql_syntax_error, subquery_correlation_error, subquery_missing, table_missing, union_missing, unsupported_function, unused_subquery, value_format_wrong, where_missing\\\\n\\\\n\u8bf7\u6309\u8981\u6c42\u8f93\u51fa JSON\u3002&lt;|im_end|&gt;\\\\n&lt;|im_start|&gt;assistant\\\\n&#039;, params: SamplingParams(n&#061;1, presence_penalty&#061;0.0, frequency_penalty&#061;0.0, repetition_penalty&#061;1.0, temperature&#061;0.0, top_p&#061;1.0, top_k&#061;0, min_p&#061;0.0, seed&#061;None, stop&#061;[], stop_token_ids&#061;[], bad_words&#061;[], include_stop_str_in_output&#061;False, ignore_eos&#061;False, max_tokens&#061;21425, min_tokens&#061;0, logprobs&#061;None, prompt_logprobs&#061;None, skip_special_tokens&#061;True, spaces_between_special_tokens&#061;True, truncate_prompt_tokens&#061;None, guided_decoding&#061;GuidedDecodingParams(json&#061;None, regex&#061;None, choice&#061;None, grammar&#061;None, json_object&#061;True, backend&#061;None, backend_was_auto&#061;False, disable_fallback&#061;False, disable_any_whitespace&#061;False, disable_additional_properties&#061;False, whitespace_pattern&#061;None, structural_tag&#061;None), extra_args&#061;None), prompt_token_ids: None, prompt_embeds shape: None, lora_request: None.<br \/>\nINFO 01-29 16:13:14 [async_llm.py:269] Added request chatcmpl-477448aee9f246b6896b747dc85cf3e7.<br \/>\n[rank2]:[W129 16:13:15.056421750 compiler_depend.ts:57] Warning: EZ9999: Inner Error!<br \/>\nEZ9999: [PID: 3278431] 2026-01-29-16:13:15.628.193 The error from device(chipId:6, dieId:0), serial number is 35, there is an exception of aivec error, core id is 14, error code &#061; 0, dump info: pc start: 0x12c200314000, current: 0x12c20031495c, vec error info: 0xd002b1415a, mte error info: 0xbc42ff7413, ifu error info: 0x20003fffeda00, ccu error info: 0xe24910300000000, cube error info: 0, biu error info: 0, aic error mask: 0x6500020bd00028c, para base: 0x12c240583000.[FUNC:ProcessStarsCoreErrorInfo][FILE:device_error_core_proc.cc][LINE:303]<br \/>\n        TraceBack (most recent call last):<br \/>\n       The extend info: errcode:(0, 0x8000, 0) errorStr: When the D-cache reads and writes data to the UB, the response value returned by the bus is a non-zero value. fixp_error0 info: 0x2ff7413, fixp_error1 info: 0xbc, fsmId:0, tslot:0, thread:0, ctxid:0, blk:1, sublk:0, subErrType:4.[FUNC:ProcessStarsCoreErrorInfo][FILE:device_error_core_proc.cc][LINE:322]<br \/>\n       Kernel task happen error, retCode&#061;0x31, [vector core exception].[FUNC:PreCheckTaskErr][FILE:davinci_kernel_task.cc][LINE:1539]<br \/>\n       AIV Kernel happen error, retCode&#061;0x31.[FUNC:GetError][FILE:stream.cc][LINE:1183]<br \/>\n       [AIC_INFO] after execute:args print end[FUNC:GetError][FILE:stream.cc][LINE:1183]<br \/>\n       Aicore kernel execute failed, device_id&#061;6, stream_id&#061;1834, report_stream_id&#061;1834, task_id&#061;38412, flip_num&#061;305, fault kernel_name&#061;ApplyTopKTopPWithSorted_fp32_high_performance_0, fault kernel info ext&#061;none, program id&#061;417, hash&#061;15861197690901397285.[FUNC:GetError][FILE:stream.cc][LINE:1183]<br \/>\n       rtStreamSynchronize execute failed, reason&#061;[vector core exception][FUNC:FuncErrorReason][FILE:error_message_manage.cc][LINE:53]<br \/>\n       synchronize stream failed, runtime result &#061; 507035[FUNC:ReportCallError][FILE:log_inner.cpp][LINE:161]<br \/>\n (function copy_between_host_and_device_opapi)<br \/>\n[rank3]:[W129 16:13:15.057030150 compiler_depend.ts:57] Warning: EZ9999: Inner Error!<br \/>\nEZ9999: [PID: 3278432] 2026-01-29-16:13:15.629.510 The error from device(chipId:7, dieId:0), serial number is 35, there is an exception of aivec error, core id is 36, error code &#061; 0, dump info: pc start: 0x12c200314000, current: 0x12c20031495c, vec error info: 0xe303976fa8, mte error info: 0xe00add70b5, ifu error info: 0x20003fffeda00, ccu error info: 0xb034843400000000, cube error info: 0, biu error info: 0, aic error mask: 0x6500020bd00028c, para base: 0x12c240583000.[FUNC:ProcessStarsCoreErrorInfo][FILE:device_error_core_proc.cc][LINE:303]<\/p>\n<h5>1. \u73b0\u8c61\u4e0e\u7ed3\u8bba<\/h5>\n<ul>\n<li>\u73b0\u8c61&#xff1a;\u63a8\u7406\u670d\u52a1\u521a\u6536\u5230\u8bf7\u6c42\u5c31\u62a5 NPU \u5185\u6838\u5f02\u5e38\u5e76\u9000\u51fa&#xff1b;\u76d1\u63a7\u91cc\u00a0NPU \u4f7f\u7528\u7387\u4e0d\u9ad8&#xff0c;\u4f46\u7a0b\u5e8f\u201c\u79d2\u5d29\u201d\u3002<\/li>\n<li>\u7ed3\u8bba&#xff1a;\u8fd9\u7c7b\u60c5\u51b5\u901a\u5e38\u4e0d\u662f\u201c\u8d1f\u8f7d\u4e0d\u8db3\u201d&#xff0c;\u800c\u662f\u8bf7\u6c42\u53c2\u6570\u89e6\u53d1\u4e86\u4e0d\u7a33\u5b9a\/\u4e0d\u517c\u5bb9\u7684\u63a8\u7406\u8def\u5f84&#xff08;\u4f8b\u5982 guided decoding &#043; \u5927\u00a0max_tokens\u00a0&#043; \u91c7\u6837\/\u8d2a\u5a6a\u8def\u5f84\u51b2\u7a81&#xff09;&#xff0c;\u5bfc\u81f4\u00a0NPU kernel \u76f4\u63a5\u5f02\u5e38&#xff0c;\u8fd8\u6ca1\u6765\u5f97\u53ca\u628a\u5229\u7528\u7387\u62c9\u9ad8\u3002<\/li>\n<\/ul>\n<hr \/>\n<h5>2. \u5173\u952e\u65e5\u5fd7\u7279\u5f81&#xff08;\u8131\u654f\u63cf\u8ff0&#xff09;<\/h5>\n<p>\u8bf7\u6c42\u65e5\u5fd7\u91cc\u51fa\u73b0\u7c7b\u4f3c\u4fe1\u606f&#xff1a;<\/p>\n<ul>\n<li>guided_decoding &#8230; json_object&#061;True<\/li>\n<li>temperature&#061;0.0<\/li>\n<li>top_p&#061;1.0, top_k&#061;0&#xff08;\u6216\u540e\u7aef\u9ed8\u8ba4\u7b49\u4ef7\u914d\u7f6e&#xff09;<\/li>\n<li>max_tokens\u00a0\u88ab\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5f88\u5927\u7684\u503c&#xff08;\u4f8b\u5982\u00a02\u00d71042\u00d7104\u00a0\u91cf\u7ea7&#xff09;<\/li>\n<li>NPU \u62a5\u9519\u6808\u6307\u5411\u91c7\u6837\u76f8\u5173 kernel&#xff08;\u4f8b\u5982 TopK\/TopP \u76f8\u5173\u7b97\u5b50&#xff09;&#xff0c;\u5e76\u4f34\u968f \u201cvector core exception \/ aicore execute failed\u201d \u4e00\u7c7b\u9519\u8bef<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u7ec4\u5408\u5728\u90e8\u5206 NPU \u63a8\u7406\u540e\u7aef\u4e0a\u5c5e\u4e8e\u9ad8\u98ce\u9669\u7ec4\u5408&#xff1a;\u4e00\u65e6\u8fdb\u5165\u76f8\u5173 kernel&#xff0c;\u76f4\u63a5\u62a5\u9519\u9000\u51fa\u3002<\/p>\n<hr \/>\n<h5>3. \u89e6\u53d1\u903b\u8f91\u590d\u76d8&#xff08;\u4e3a\u4ec0\u4e48\u4f1a\u8d70\u5230\u201c\u5371\u9669\u8def\u5f84\u201d&#xff09;<\/h5>\n<p>\u672c\u6b21\u95ee\u9898\u7684\u89e6\u53d1\u94fe\u8def\u53ef\u4ee5\u62bd\u8c61\u4e3a 3 \u4e2a\u70b9&#xff1a;<\/p>\n<h6>3.1 KV cache \/ \u5185\u5b58\u538b\u529b\u88ab\u201c\u9690\u6027\u653e\u5927\u201d<\/h6>\n<ul>\n<li>\u8bf7\u6c42\u7531\u4e24\u6bb5 token \u6784\u6210&#xff1a;\u63d0\u793a\u8bcd tokens &#043; \u6700\u5927\u751f\u6210 tokens\u3002<\/li>\n<li>\u5982\u679c\u5ba2\u6237\u7aef\u4e0d\u9650\u5236\u00a0max_tokens&#xff0c;\u67d0\u4e9b OpenAI \u517c\u5bb9\u540e\u7aef\u4f1a\u628a\u5b83\u81ea\u52a8\u653e\u5230\u201c\u53ef\u7528\u4e0a\u4e0b\u6587\u7684\u6700\u5927\u503c\u201d&#xff08;\u53ef\u80fd\u8fbe\u5230\u6570\u4e07 token&#xff09;\u3002<\/li>\n<li>\u5927\u6a21\u578b\u63a8\u7406\u65f6 KV cache \u7684\u663e\u5b58\/\u663e\u5b58\u7b49\u4ef7\u5185\u5b58\u5360\u7528\u8fd1\u4f3c\u4e0e\u5e8f\u5217\u957f\u5ea6\u6210\u6b63\u6bd4&#xff08;\u7c97\u7565\u7406\u89e3\u5373\u53ef&#xff09;&#xff0c;\u7ed3\u679c\u5c31\u662f&#xff1a;\n<ul>\n<li>\u5e8f\u5217\u957f\u5ea6\u88ab\u201c\u9ed8\u8ba4 max_tokens\u201d\u653e\u5927<\/li>\n<li>KV cache \u5206\u914d\/\u8bbf\u95ee\u538b\u529b\u9aa4\u589e<\/li>\n<li>\u66f4\u5bb9\u6613\u89e6\u53d1\u540e\u7aef\u5b9e\u73b0\u7684\u8fb9\u754c\/\u5f02\u5e38\u60c5\u51b5&#xff08;\u5c24\u5176\u5728\u7ea6\u675f\u89e3\u7801\u6216\u7279\u6b8a kernel \u4e0a&#xff09;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h6>3.2 temperature&#061;0 \u4e0e\u91c7\u6837\u5668\u5b9e\u73b0\u7684\u51b2\u7a81\u98ce\u9669<\/h6>\n<ul>\n<li>\u76f4\u89c9\u4e0a&#xff1a;temperature&#061;0\u00a0\u5e94\u8be5\u662f\u8d2a\u5a6a\u89e3\u7801\u3002<\/li>\n<li>\u4f46\u5728\u4e00\u4e9b\u670d\u52a1\u7aef\u5b9e\u73b0\u91cc&#xff0c;\u4ecd\u53ef\u80fd\u521d\u59cb\u5316\/\u8c03\u7528\u4e0e\u00a0top_p\/top_k\u00a0\u76f8\u5173\u7684\u91c7\u6837\u8def\u5f84&#xff08;\u5373\u4f7f\u53c2\u6570\u770b\u4f3c\u201c\u7b49\u4ef7\u4e0d\u91c7\u6837\u201d&#xff09;\u3002<\/li>\n<li>\u5728\u67d0\u4e9b NPU kernel\/\u63d2\u4ef6\u7248\u672c\u4e2d&#xff0c;\u8fd9\u4f1a\u5bfc\u81f4\u5185\u90e8\u72b6\u6001\u7ec4\u5408\u4e0d\u88ab\u5f88\u597d\u652f\u6301&#xff0c;\u4ece\u800c\u89e6\u53d1 kernel \u5f02\u5e38\u3002<\/li>\n<\/ul>\n<h6>3.3 JSON \u7ea6\u675f\u89e3\u7801&#xff08;guided decoding&#xff09;\u8ba9\u8def\u5f84\u66f4\u590d\u6742<\/h6>\n<ul>\n<li>\u5f53\u5ba2\u6237\u7aef\u4f7f\u7528\u00a0response_format&#061;{&#034;type&#034;:&#034;json_object&#034;}\u00a0\u8fd9\u7c7b\u53c2\u6570\u65f6&#xff0c;\u670d\u52a1\u7aef\u4f1a\u542f\u7528\u00a0JSON \u7ea6\u675f\u89e3\u7801&#xff08;guided decoding&#xff09;\u3002<\/li>\n<li>\u7ea6\u675f\u89e3\u7801\u4f1a\u6539\u53d8\u89e3\u7801\u6d41\u7a0b&#xff08;token \u8fc7\u6ee4\/\u56de\u9000\/\u7ed3\u6784\u7ea6\u675f&#xff09;&#xff0c;\u4e0e\u91c7\u6837\/\u8d2a\u5a6a\u8def\u5f84\u7684\u7ec4\u5408\u66f4\u590d\u6742\u3002<\/li>\n<li>\u5728\u90e8\u5206 NPU \u540e\u7aef\u4e0a&#xff0c;\u8fd9\u6761\u8def\u5f84\u66f4\u5bb9\u6613\u8e29\u5230\u672a\u8986\u76d6\u7684\u5b9e\u73b0\u5206\u652f\u6216\u4e0d\u7a33\u5b9a kernel\u3002<\/li>\n<\/ul>\n<hr \/>\n<h5>4. \u6839\u56e0\u5f52\u7eb3&#xff08;\u53ef\u76f4\u63a5\u653e\u5230\u201c\u95ee\u9898\u539f\u56e0\u201d\u7ae0\u8282&#xff09;<\/h5>\n<ul>\n<li>\u6839\u56e0 1&#xff1a;max_tokens\u00a0\u672a\u663e\u5f0f\u8bbe\u7f6e&#xff0c;\u670d\u52a1\u7aef\u9ed8\u8ba4\u503c\u8fc7\u5927&#xff0c;\u5bfc\u81f4 KV cache \u538b\u529b\u663e\u8457\u589e\u5927&#xff0c;\u98ce\u9669\u4e0a\u5347\u3002<\/li>\n<li>\u6839\u56e0 2&#xff1a;temperature&#061;0\u00a0\u4e0e\u540e\u7aef\u7684 topk\/topp \u91c7\u6837\u5b9e\u73b0\u5b58\u5728\u7ec4\u5408\u4e0d\u7a33\u5b9a\u6027&#xff08;\u5373\u4f7f top_p&#061;1\u3001top_k&#061;0 \u770b\u4f3c\u201c\u65e0\u91c7\u6837\u201d&#xff09;\u3002<\/li>\n<li>\u6839\u56e0 3&#xff1a;\u542f\u7528\u4e86 JSON \u7ea6\u675f\u89e3\u7801&#xff08;guided decoding&#xff09;&#xff0c;\u4e0e\u4e0a\u9762\u4e24\u70b9\u53e0\u52a0\u540e\u66f4\u5bb9\u6613\u89e6\u53d1 NPU kernel \u5f02\u5e38\u3002<\/li>\n<\/ul>\n<hr \/>\n<h5>5. \u89e3\u51b3\u65b9\u6848&#xff08;\u4ee3\u7801\u4fa7&#xff1a;\u628a\u201c\u5371\u9669\u7ec4\u5408\u201d\u62c6\u5f00\u5e76\u9ed8\u8ba4\u8d70\u7a33\u8def\u5f84&#xff09;<\/h5>\n<p>\u601d\u8def\u662f&#xff1a;\u9650\u5236\u8f93\u51fa\u957f\u5ea6\u3001\u9ed8\u8ba4\u5173\u6389\u7ea6\u675f\u89e3\u7801\u3001\u907f\u514d 0 \u6e29\u5ea6\u843d\u5230\u95ee\u9898\u5206\u652f&#xff0c;\u5e76\u901a\u8fc7\u73af\u5883\u53d8\u91cf\u4fdd\u7559\u201c\u9700\u8981\u65f6\u518d\u5f00\u201d\u7684\u5f00\u5173\u3002<\/p>\n<p>\u5df2\u5728\u00a0validate_sql.py\u00a0\u7684 judge \u8c03\u7528\u5904\u505a\u4e86\u5982\u4e0b\u6539\u52a8&#xff08;\u8131\u654f\u63cf\u8ff0&#xff0c;\u4fdd\u7559\u8bbe\u8ba1\u8981\u70b9&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\n<p>\u663e\u5f0f\u8bbe\u7f6e judge \u7684\u00a0max_tokens&#xff0c;\u9ed8\u8ba4 256&#xff0c;\u53ef\u914d\u7f6e<\/p>\n<ul>\n<li>\u73af\u5883\u53d8\u91cf&#xff1a;JUDGE_MAX_TOKENS&#xff08;\u9ed8\u8ba4\u00a0256&#xff09;<\/li>\n<li>\u76ee\u6807&#xff1a;\u907f\u514d\u670d\u52a1\u7aef\u51fa\u73b0\u201c\u81ea\u52a8\u7ed9\u5230 2w&#043; token \u4e0a\u9650\u201d<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u9ed8\u8ba4\u4e0d\u542f\u7528\u00a0response_format&#061;json_object&#xff08;\u5373\u9ed8\u8ba4\u4e0d\u8d70 guided decoding&#xff09;<\/p>\n<ul>\n<li>\u73af\u5883\u53d8\u91cf&#xff1a;JUDGE_USE_RESPONSE_FORMAT&#061;1\u00a0\u65f6\u624d\u5f00\u542f<\/li>\n<li>\u76ee\u6807&#xff1a;\u89c4\u907f NPU \u4e0a\u66f4\u4e0d\u7a33\u5b9a\u7684\u7ea6\u675f\u89e3\u7801\u8def\u5f84<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u5bf9 judge \u6e29\u5ea6\u505a\u201c\u975e\u96f6\u515c\u5e95\u201d<\/p>\n<ul>\n<li>\u73af\u5883\u53d8\u91cf&#xff1a;JUDGE_MIN_TEMPERATURE&#xff08;\u9ed8\u8ba4\u00a00.01&#xff09;<\/li>\n<li>\u5f53\u8bf7\u6c42\u6e29\u5ea6\u00a0\u22640\u22640\u00a0\u65f6&#xff0c;\u7528\u4e00\u4e2a\u5f88\u5c0f\u7684\u975e\u96f6\u6e29\u5ea6<\/li>\n<li>\u76ee\u6807&#xff1a;\u7ed5\u5f00\u67d0\u4e9b\u540e\u7aef\u5728\u00a0temperature&#061;0\u00a0&#043; topk\/topp \u7ec4\u5408\u4e0a\u7684\u5f02\u5e38\u5206\u652f<\/li>\n<li>\u5982\u679c\u786e\u5b9e\u9700\u8981\u4e25\u683c 0&#xff1a;\u8bbe\u7f6e\u00a0JUDGE_MIN_TEMPERATURE&#061;0<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u7ed3\u679c&#xff1a;\u6309\u5f53\u524d\u53cd\u9988&#xff0c;\u597d\u50cf\u6ca1\u5d29\u4e86&#xff0c;\u8bf4\u660e\u89c4\u907f\u7b56\u7565\u5bf9\u5f53\u524d\u73af\u5883\u6709\u6548\u3002<\/p>\n<hr \/>\n<h5>6. \u63a8\u8350\u8fd0\u884c\u53c2\u6570&#xff08;\u535a\u5ba2\u53ef\u7ed9\u8bfb\u8005\u7684\u201c\u5b9e\u7528\u914d\u7f6e\u201d&#xff09;<\/h5>\n<p>\u5728\u4e0d\u4f9d\u8d56\u5177\u4f53\u786c\u4ef6\/\u540e\u7aef\u5b9e\u73b0\u7ec6\u8282\u7684\u524d\u63d0\u4e0b&#xff0c;\u63a8\u8350\u9ed8\u8ba4\u7b56\u7565\u662f&#xff1a;<\/p>\n<ul>\n<li>\u5bf9\u6240\u6709\u8bf7\u6c42\u663e\u5f0f\u8bbe\u7f6e\u00a0max_tokens&#xff08;\u5c24\u5176\u662f\u8bc4\u4f30\/\u88c1\u5224\u7c7b\u5c0f\u8f93\u51fa\u573a\u666f&#xff09;\n<ul>\n<li>judge \u8f93\u51fa\u901a\u5e38\u5f88\u77ed&#xff1a;128~256\u00a0\u8db3\u591f<\/li>\n<\/ul>\n<\/li>\n<li>\u4f18\u5148\u4e0d\u7528 structured output \u7684\u5f3a\u7ea6\u675f&#xff08;\u80fd\u7528\u201c\u63d0\u793a\u8bcd &#043; JSON \u89e3\u6790\u5bb9\u9519\u201d\u66ff\u4ee3\u65f6&#xff09;<\/li>\n<li>\u6e29\u5ea6\u4e3a 0 \u7684\u573a\u666f&#xff0c;\u5982\u9047\u5230\u540e\u7aef\u4e0d\u7a33\u5b9a&#xff1a;\n<ul>\n<li>\u5c1d\u8bd5\u00a0temperature&#061;0.01\u00a0\u6216\u00a00.05<\/li>\n<li>\u6216\u5728\u670d\u52a1\u7aef\u660e\u786e\u5207\u6362\u5230\u771f\u6b63\u7684 greedy \u8def\u5f84&#xff08;\u8fd9\u5c5e\u4e8e\u670d\u52a1\u7aef\u8303\u7574&#xff09;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h5>7. \u4e3a\u4ec0\u4e48\u201c\u4f7f\u7528\u7387\u4e0d\u9ad8\u201d\u53cd\u800c\u66f4\u50cf\u540e\u7aef bug\/\u4e0d\u517c\u5bb9<\/h5>\n<ul>\n<li>\u5229\u7528\u7387\u4f4e\u5e76\u4e0d\u4ee3\u8868\u201c\u7b97\u529b\u6ca1\u8dd1\u8d77\u6765\u201d&#xff0c;\u4e5f\u53ef\u80fd\u662f&#xff1a;\n<ul>\n<li>\u521a\u8fdb\u5165\u67d0\u4e2a kernel \u5c31\u5f02\u5e38\u9000\u51fa<\/li>\n<li>\u6216\u5728\u521d\u59cb\u5316\/\u5206\u914d\u9636\u6bb5\u76f4\u63a5\u5931\u8d25<\/li>\n<\/ul>\n<\/li>\n<li>\u56e0\u6b64\u770b\u5230\u201c\u4f4e\u5229\u7528\u7387 &#043; \u79d2\u5d29\u201d&#xff0c;\u6392\u67e5\u65b9\u5411\u5e94\u4f18\u5148\u653e\u5728&#xff1a;\n<ul>\n<li>\u89e3\u7801\u8def\u5f84&#xff08;greedy \/ sampling \/ guided&#xff09;<\/li>\n<li>max_tokens\u00a0\u4e0e\u4e0a\u4e0b\u6587\u957f\u5ea6<\/li>\n<li>dtype \/ kernel \u5b9e\u73b0\u517c\u5bb9\u6027<\/li>\n<li>\u9a71\u52a8\/\u8fd0\u884c\u65f6\/\u63a8\u7406\u6846\u67b6\u7248\u672c\u5339\u914d<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h5>8. \u4e00\u53e5\u8bdd\u7ecf\u9a8c\u603b\u7ed3<\/h5>\n<ul>\n<li>\u5927\u6a21\u578b\u63a8\u7406\u7a33\u5b9a\u6027 &#061; \u6a21\u578b\u53c2\u6570 &#043; \u89e3\u7801\u7b56\u7565 &#043; \u8f93\u51fa\u4e0a\u9650 &#043; \u540e\u7aef\u5b9e\u73b0\u00a0\u7684\u7ec4\u5408\u95ee\u9898\u3002<\/li>\n<li>\u5de5\u7a0b\u4e0a\u6700\u6709\u6548\u7684\u7b2c\u4e00\u6b65\u5f80\u5f80\u4e0d\u662f\u201c\u6362\u5361\/\u52a0\u5361\u201d&#xff0c;\u800c\u662f&#xff1a;\u628a\u00a0max_tokens\u00a0\u9650\u4f4f\u3001\u628a guided decoding \u5173\u6389\u3001\u907f\u514d 0 \u6e29\u5ea6\u89e6\u53d1\u5947\u602a\u5206\u652f\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u7a81\u53d1\u95ee\u9898&#xff1a;\u6a21\u578b\u5d29\u6389\u4e86\u3002\u67e5\u770b\u540e\u53f0\u8bb0\u5f55&#xff0c;\u53d1\u73b0\u662f\u65b0\u52a0\u7684\u8bb0\u5fc6\u529f\u80fd\u548c\u5bf9\u8bdd\u63d0\u793a\u5bfc\u81f4\u7684\u3002\u8bb0\u5fc6\u529f\u80fd\u628a\u4e0a\u4e00\u8f6e\u5bf9\u8bdd\u7684\u5168\u90e8\u4fe1\u606f&#xff0c;\u5305\u62ec\u89d2\u8272\u3001\u63d0\u793a\u3001\u4ea4\u4e92\u4fe1\u606f\u5168\u585e\u5230\u4e0b\u4e00\u8f6e\u5bf9\u8bdd\u91cc&#xff0c;\u5bf9\u8bdd\u63d0\u793a\u8fd9\u4e2a\u529f\u80fd\u8fd8\u8981\u6c42\u6a21\u578b\u7ed9\u51fa3\u4e2a\u6700\u53ef\u80fd\u7684\u95ee\u9898&#xff0c;\u53e0\u52a0\u8d77\u6765\u5bfc\u81f4\u6a21\u578b\u5d29\u6389\u3002\u65b0\u95ee\u9898<br \/>\nNPU \u4f7f\u7528\u7387\u4e0d\u9ad8\u4f46\u63a8\u7406\u4e00\u8dd1\u5c31\u5d29\u2014\u2014\u4e00\u6b21 Text-to-SQL \u8bc4\u4f30\u670d\u52a1\u7684\u6392\u969c\u8bb0\u5f55\u4ee5\u4e0b\u7ed9\u51fa\u62a5\u9519&#xff1a;INFO 01-29 16:13:11 [loggers.py:122<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[69,50,64,207,427],"topic":[],"class_list":["post-113252","post","type-post","status-publish","format-standard","hentry","category-server","tag-npu","tag-50","tag-64","tag-207","tag-427"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u534e\u4e3a\u6607\u817e\u670d\u52a1\u5668\u5b9e\u6218\u95ee\u9898\u8bb0\u5f55\uff1a\u6a21\u578b\u5d29\u6e83 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/113252.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u534e\u4e3a\u6607\u817e\u670d\u52a1\u5668\u5b9e\u6218\u95ee\u9898\u8bb0\u5f55\uff1a\u6a21\u578b\u5d29\u6e83 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" 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