{"id":158,"date":"2026-10-18T11:01:07","date_gmt":"2026-10-18T03:01:07","guid":{"rendered":"https:\/\/ai.hfbcw.cn\/?p=158"},"modified":"2026-10-18T11:01:08","modified_gmt":"2026-10-18T03:01:08","slug":"nvidia-nemotron-35","status":"publish","type":"post","link":"http:\/\/ai.hfbcw.cn\/index.php\/2026\/10\/18\/nvidia-nemotron-35\/","title":{"rendered":"\u82f1\u4f1f\u8fbe\u53d1\u5e03 120B \u5f00\u653e\u591a\u6a21\u6001\u667a\u80fd\u4f53\u6a21\u578b Nemotron 3.5\uff1a\u6743\u91cd\u3001\u6570\u636e\u96c6\u3001\u8bad\u7ec3\u914d\u65b9\u4e0e\u5f3a\u5316\u5b66\u4e60\u73af\u5883\u5168\u5f00\u653e"},"content":{"rendered":"

\"\u6982\u5ff5\u56fe\uff1a\u6df1\u84dd\u8272\u79d1\u6280\u98ce\u80cc\u666f\u4e0a\uff0c\u4e00\u9897\u7531\u7535\u8def\u7eb9\u8def\u6784\u6210\u7684\u7eff\u8272\u82af\u7247\u5927\u8111\uff0c\u773c\u775b\u90e8\u4f4d\u6295\u5c04\u51fa\u56fe\u50cf\u3001\u6587\u6863\u4e0e\u89c6\u9891\u4e09\u79cd\u5149\u675f\uff0c\u8c61\u5f81\u591a\u6a21\u6001\u667a\u80fd\u4f53\u6a21\u578b\uff0c\u65e0\u6587\u5b57\"<\/p>\n

10 \u6708 15 \u65e5\uff0c\u82f1\u4f1f\u8fbe\u53d1\u5e03\u4e86 Nemotron 3.5 \u7cfb\u5217\u6a21\u578b\uff0c\u5176\u4e2d\u7684\u65d7\u8230\u578b\u53f7 Nemotron 3.5 Super VL \u5b9a\u4f4d\u4e3a”\u4e3a\u5168\u5929\u5019\u4f01\u4e1a\u667a\u80fd\u4f53\u6253\u9020\u7684\u5f00\u653e\u89c6\u89c9-\u8bed\u8a00\u6a21\u578b”\u3002\u8fd9\u662f\u4e00\u4e2a\u603b\u53c2\u6570 120B\u3001\u6bcf\u6b21\u5904\u7406\u4e00\u4e2a token \u6fc0\u6d3b 120 \u4ebf\u53c2\u6570\u7684\u6df7\u5408\u4e13\u5bb6\uff08MoE\uff09\u6a21\u578b\uff0c\u80fd\u591f\u8bfb\u53d6\u6587\u672c\u3001\u56fe\u50cf\u3001\u6587\u6863\u4e0e\u89c6\u9891\uff0c\u5e76\u5728\u540c\u4e00\u4e2a\u6a21\u578b\u5185\u5b8c\u6210\u63a8\u7406\u3001\u8c03\u7528\u5de5\u5177\u4e0e\u7f16\u5199\u4ee3\u7801\u3002\u5bf9\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u8fd9\u610f\u5473\u7740\u8fc7\u53bb\u9700\u8981”\u4e00\u4e2a\u6587\u672c\u6a21\u578b\u52a0\u4e00\u4e2a\u89c6\u89c9\u6a21\u578b”\u624d\u80fd\u505a\u5230\u7684\u4e8b\uff0c\u73b0\u5728\u4e00\u4e2a\u5f00\u653e\u68c0\u67e5\u70b9\u5c31\u80fd\u8986\u76d6\u3002<\/p>\n

\u8fd9\u6b21\u53d1\u5e03\u6700\u4e0d\u5bfb\u5e38\u7684\u5730\u65b9\u5728\u4e8e\u5f00\u653e\u7684\u5b8c\u6574\u5ea6\u3002\u6309\u7167\u82f1\u4f1f\u8fbe\u7684\u8bf4\u6cd5\uff0c\u516c\u5f00\u7684\u4e0d\u53ea\u662f\u6a21\u578b\u6743\u91cd\u2014\u2014\u6743\u91cd\u672c\u8eab\u91c7\u7528 OpenMDW-1.1 \u8bb8\u53ef\u53d1\u5e03\u2014\u2014\u8bad\u7ec3\u6570\u636e\u96c6\u3001\u8bad\u7ec3\u914d\u65b9\u4ee5\u53ca\u5f3a\u5316\u5b66\u4e60\u73af\u5883\u4e5f\u4e00\u5e76\u4ea4\u4e86\u51fa\u6765\uff0c\u5176\u4e2d\u5f3a\u5316\u5b66\u4e60\u73af\u5883\u653e\u5728 NeMo Gym \u4e2d\u63d0\u4f9b\u3002\u5728\u5f00\u653e\u6743\u91cd\u6a21\u578b\u8d8a\u6765\u8d8a\u591a\u7684\u4eca\u5929\uff0c”\u8fde\u8bad\u7ec3\u914d\u65b9\u548c RL \u73af\u5883\u4e00\u8d77\u5f00\u6e90”\u7684\u505a\u6cd5\u4f9d\u7136\u5c11\u89c1\uff0c\u5b83\u76f4\u63a5\u964d\u4f4e\u4e86\u7b2c\u4e09\u65b9\u590d\u73b0\u4e0e\u7ee7\u7eed\u8bad\u7ec3\u7684\u95e8\u69db\u3002<\/p>\n

\u4ece\u6280\u672f\u67b6\u6784\u770b\uff0cSuper VL \u7684\u4e3b\u5e72\u4ea4\u9519\u5806\u53e0\u4e86 Mamba-2\u3001\u6df7\u5408\u4e13\u5bb6\u4e0e\u6ce8\u610f\u529b\u5c42\uff0c\u6bcf\u4e2a MoE \u5c42\u5305\u542b 512 \u4e2a\u8def\u7531\u4e13\u5bb6\uff1b\u89c6\u89c9\u90e8\u5206\u7531 C-RADIO \u89c6\u89c9\u7f16\u7801\u5668\u52a0\u4e00\u4e2a\u8fde\u63a5\u5668\u8d1f\u8d23\uff0c\u628a\u56fe\u50cf\u3001\u6587\u6863\u9875\u9762\u4e0e\u89c6\u9891\u5e27\u9001\u5165\u8bed\u8a00\u4e3b\u5e72\u3002\u6a21\u578b\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u6700\u957f\u652f\u6301 100 \u4e07 token\uff0c\u89c6\u9891\u8f93\u5165\u9650\u5b9a\u4e3a\u6700\u957f 2 \u5206\u949f\u7684 MP4 \u7247\u6bb5\uff0c\u63a8\u7406\u6a21\u5f0f\u53ef\u4ee5\u901a\u8fc7\u5bf9\u8bdd\u6a21\u677f\u5f00\u5173\u3002\u82f1\u4f1f\u8fbe\u8868\u793a\uff0c\u8be5\u6a21\u578b\u662f\u4ece Nemotron 3 Ultra\uff08\u603b\u53c2\u6570 550B\u3001\u6fc0\u6d3b 550 \u4ebf\uff09\u84b8\u998f\u800c\u6765\uff0c\u9884\u8bad\u7ec3\u6570\u636e\u7ea6 26 \u4e07\u4ebf token\uff0c\u540e\u8bad\u7ec3\u7528\u4e86\u7ea6 380 \u4e07\u6837\u672c\u5e76\u5728\u6570\u5341\u4e2a\u73af\u5883\u4e2d\u505a\u5f3a\u5316\u5b66\u4e60\uff0c\u8fd8\u989d\u5916\u52a0\u5165\u4e86 100 \u4ebf token \u7684\u5370\u5ea6\u8bed\u7cfb\uff08Indic\uff09\u6570\u636e\u7528\u4e8e\u6301\u7eed\u9884\u8bad\u7ec3\u3002<\/p>\n

\u6027\u80fd\u65b9\u9762\uff0c\u82f1\u4f1f\u8fbe\u516c\u5e03\u4e86\u4e00\u7ec4\u57fa\u4e8e NVFP4 \u68c0\u67e5\u70b9\u7684\u81ea\u62a5\u6210\u7ee9\uff1aGPQA-Diamond 89.90\u3001SWE-bench Verified 71.07\u3001Terminal-Bench 2.1 \u5f97 60.80\u3001BrowseComp 77.5\u3001IFBench 71.50\u3001\u56fe\u8868\u63a8\u7406 CharXiv 79.88\u3001\u6587\u6863\u957f\u6587\u672c MMLongBench-Doc 62.82\u3001\u8ba1\u7b97\u673a\u64cd\u4f5c OSWorld-Verified 52.3\u3002\u9700\u8981\u6307\u51fa\u7684\u662f\uff0c\u957f\u5468\u671f\u667a\u80fd\u4f53\u4efb\u52a1 tau3-bench \u94f6\u884c\u573a\u666f\u4ec5\u5f97 17.78\uff0c\u8bf4\u660e\u6a21\u578b\u5728\u8d85\u957f\u4efb\u52a1\u4e0a\u7684\u77ed\u677f\u4f9d\u7136\u660e\u663e\u3002\u5728\u4e0e\u540c\u91cf\u7ea7\u5f00\u653e\u6a21\u578b\u7684\u6a2a\u5411\u6bd4\u8f83\u4e2d\uff0cSuper VL \u7684 GPQA-Diamond \u9ad8\u4e8e\u963f\u91cc Qwen3.5-122B-A10B<\/a> \u7684 86.6\uff0c\u4e0e Thinking Machines Lab \u7684 Inkling-Small\uff0889.5\uff09\u63a5\u8fd1\uff1bSWE-bench Verified \u5219\u4f4e\u4e8e Inkling-Small\u3002\u4e0d\u8fc7\u5404\u5bb6\u8bc4\u6d4b\u7684 harness \u4e0e\u7248\u672c\u5e76\u4e0d\u7edf\u4e00\uff0c\u51e0\u5206\u7684\u5dee\u8ddd\u9700\u8981\u8c28\u614e\u770b\u5f85\u3002<\/p>\n

\u901f\u5ea6\u662f\u82f1\u4f1f\u8fbe\u8fd9\u6b21\u7740\u529b\u5ba3\u4f20\u7684\u53e6\u4e00\u4e2a\u7ef4\u5ea6\u3002Super VL \u7684\u52a0\u901f\u6765\u81ea\u56db\u9879\u6280\u672f\uff1a\u539f\u751f\u591a token \u9884\u6d4b\uff08\u8d77\u8349\u5668\u4e00\u6b21\u524d\u5411\u63d0\u51fa\u591a\u4e2a token \u518d\u9a8c\u8bc1\uff09\u3001\u9762\u5411 DGX Spark \u7684\u63a8\u6d4b\u89e3\u7801\u5668 LiLiCorr\uff08token \u751f\u6210\u6700\u5feb\u63d0\u5347 2.3 \u500d\uff09\u3001NVFP4 \u91cf\u5316\u611f\u77e5\u84b8\u998f\uff08Blackwell \u4e0a\u6743\u91cd\u4e0e\u6fc0\u6d3b\u5747\u4e3a 4 \u4f4d\uff0c\u5176\u4ed6\u5e73\u53f0\u6743\u91cd 4 \u4f4d\u3001\u6fc0\u6d3b 16 \u4f4d\uff09\uff0c\u4ee5\u53ca\u8de8\u667a\u80fd\u4f53\u8f6e\u6b21\u590d\u7528\u6ce8\u610f\u529b\u7f13\u5b58\u4e0e Mamba \u72b6\u6001\u7684\u524d\u7f00\u7f13\u5b58\u3002\u82f1\u4f1f\u8fbe\u79f0\uff0c\u5728 Baseten \u7684\u7aef\u70b9\u4e0a\uff0c\u6a21\u578b\u5728\u667a\u80fd\u4f53\u4efb\u52a1\u4e2d\u8f93\u51fa\u901f\u5ea6\u8d85\u8fc7\u6bcf\u79d2 600 token\uff0c\u5355 GPU \u541e\u5410\u91cf\u6700\u9ad8\u8fbe\u5230\u5f00\u653e\u7ade\u54c1\u7684 5 \u500d\u3002<\/p>\n

\u90e8\u7f72\u8def\u5f84\u8986\u76d6\u4e86\u4ece\u4e91\u7aef\u5230\u672c\u5730\u7684\u5b8c\u6574\u5149\u8c31\u3002Super VL \u5df2\u4e0a\u67b6 Hugging Face\u3001OpenRouter\u3001ModelScope \u4e0e\u82f1\u4f1f\u8fbe NIM\uff0c\u652f\u6301 vLLM\u3001SGLang \u4e0e TensorRT-LLM \u63a8\u7406\u6846\u67b6\uff08Blackwell \u4e0e Hopper \u5e73\u53f0\uff09\u3002NVFP4 \u68c0\u67e5\u70b9\u53ef\u4ee5\u5728\u5355\u53f0 DGX Spark\u3001\u5355\u5757 H200\u3001\u4e24\u5757 H100 \u6216\u5355\u53f0 GB200 \u4e0a\u8fd0\u884c\uff0c\u540c\u65f6\u4e5f\u53d1\u5e03\u4e86 BF16 \u68c0\u67e5\u70b9\uff1b\u672c\u5730\u8def\u7ebf\u5219\u652f\u6301 llama.cpp \u4e0e Unsloth\u3002\u9762\u5411\u751f\u4ea7\u73af\u5883\uff0c\u82f1\u4f1f\u8fbe\u8fd8\u63d0\u4f9b\u4e86 Dynamo \u63a8\u7406\u914d\u65b9\uff0c\u79f0\u5728 16 \u5757 B200\u3001\u6bcf\u7528\u6237\u6bcf\u79d2 50 token \u7684\u914d\u7f6e\u4e0b\u53ef\u670d\u52a1 8 \u500d\u7528\u6237\uff0c\u9996 token \u5ef6\u8fdf\u4e0b\u964d 85%\u3002<\/p>\n

\u5b9a\u5236\u5316\u65b9\u9762\uff0c\u82f1\u4f1f\u8fbe\u7ed9\u51fa\u4e86 NeMo AutoModel\uff08\u7528\u4e8e SFT \u4e0e LoRA \u5fae\u8c03\uff09\u4e0e NeMo RL\uff08\u5f3a\u5316\u5b66\u4e60\uff09\u4e24\u6761\u8def\u7ebf\uff0c\u5e76\u5f15\u7528\u4e86\u51e0\u5bb6\u65e9\u671f\u7528\u6237\u7684\u6570\u5b57\uff1aScale AI \u4e3a Skydance \u5904\u7406\u4f9b\u5e94\u5546\u4fe1\u7528\u573a\u666f\uff0c\u63a8\u7406\u6210\u672c\u964d\u4f4e 40 \u500d\u3001\u5ef6\u8fdf\u964d\u81f3\u4e94\u5206\u4e4b\u4e00\uff1bRamp \u7684\u6536\u636e\u8f6c JSON \u63d0\u53d6\u541e\u5410\u91cf\u6700\u9ad8\u63d0\u5347 50%\u3001\u5ef6\u8fdf\u9884\u8ba1\u964d\u4f4e 10 \u500d\uff1bAI21 \u7684 Alice \u5a01\u80c1\u60c5\u62a5\u573a\u666f\u51c6\u786e\u7387\u63d0\u5347 40%\u3002\u8fd9\u4e9b\u5747\u4e3a\u82f1\u4f1f\u8fbe\u5f15\u7528\u7684\u5408\u4f5c\u65b9\u65e9\u671f\u7ed3\u679c\u3002<\/p>\n

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