[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"model-electra-base-discriminator":3},{"id":4,"slug":5,"name":6,"hf_id":6,"organization":7,"architecture":8,"architecture_config":9,"parameters":13,"parameters_label":14,"context_length":15,"license":16,"downloads":17,"likes":18,"status":19,"description":16,"huggingface_url":20,"created_at":21,"seo":22,"category":16,"family":25,"score":27,"variants":28,"quantizations":29,"requirements":56,"gpu_recommendations":114,"fitting_gpus":175,"community":202},435,"electra-base-discriminator","google\u002Felectra-base-discriminator","google","electra",{"layers":10,"head_dim":11,"hidden_size":12},12,64,768,108375552,"108.4M",512,null,54813706,153,"published","https:\u002F\u002Fhuggingface.co\u002Fgoogle\u002Felectra-base-discriminator","2026-08-13T18:00:51+00:00",{"title":6,"description":23,"image":16,"robots":24,"canonical_url":16},"AI 模型部署决策引擎——开源 AI 的 GPU 需求、云端价格与成本分析。","index, follow",{"name":26,"slug":7},"Google",0.0931,[],[30,35,40,45,49,53],{"format":31,"bits":32,"size_factor":33,"quality_loss":34},"AWQ",4,0.263,0.03,{"format":36,"bits":37,"size_factor":38,"quality_loss":39},"FP16",16,1,0,{"format":41,"bits":42,"size_factor":43,"quality_loss":44},"FP8",8,0.5,0.01,{"format":46,"bits":32,"size_factor":47,"quality_loss":48},"GGUF",0.25,0.05,{"format":50,"bits":32,"size_factor":51,"quality_loss":52},"GPTQ",0.275,0.04,{"format":54,"bits":42,"size_factor":43,"quality_loss":55},"INT8",0.02,{"FP16":57,"FP8":80,"INT8":91,"AWQ":95,"GPTQ":105,"GGUF":109},{"minimum":58,"production":68,"recommended":73},{"scenario":59,"context_length":60,"batch_size":38,"weight_gb":61,"kv_cache_gb":62,"vram_gb":63,"ram_gb":64,"disk_gb":65,"requirement_source":66,"confidence":67},"minimum",4096,0.2,0.09,2.71,32,39.31,"inferred",0.95,{"scenario":69,"context_length":70,"batch_size":32,"weight_gb":61,"kv_cache_gb":10,"vram_gb":71,"ram_gb":64,"disk_gb":72,"requirement_source":66,"confidence":67},"production",16384,19.78,104.31,{"scenario":74,"context_length":75,"batch_size":76,"weight_gb":61,"kv_cache_gb":77,"vram_gb":78,"ram_gb":64,"disk_gb":79,"requirement_source":66,"confidence":67},"recommended",8192,2,1.5,4.94,65.31,{"minimum":81,"production":85,"recommended":88},{"scenario":59,"context_length":60,"batch_size":38,"weight_gb":82,"kv_cache_gb":62,"vram_gb":83,"ram_gb":64,"disk_gb":84,"requirement_source":66,"confidence":67},0.1,2.59,39.16,{"scenario":69,"context_length":70,"batch_size":32,"weight_gb":82,"kv_cache_gb":10,"vram_gb":86,"ram_gb":64,"disk_gb":87,"requirement_source":66,"confidence":67},19.64,104.16,{"scenario":74,"context_length":75,"batch_size":76,"weight_gb":82,"kv_cache_gb":77,"vram_gb":89,"ram_gb":64,"disk_gb":90,"requirement_source":66,"confidence":67},4.81,65.16,{"minimum":92,"production":93,"recommended":94},{"scenario":59,"context_length":60,"batch_size":38,"weight_gb":82,"kv_cache_gb":62,"vram_gb":83,"ram_gb":64,"disk_gb":84,"requirement_source":66,"confidence":67},{"scenario":69,"context_length":70,"batch_size":32,"weight_gb":82,"kv_cache_gb":10,"vram_gb":86,"ram_gb":64,"disk_gb":87,"requirement_source":66,"confidence":67},{"scenario":74,"context_length":75,"batch_size":76,"weight_gb":82,"kv_cache_gb":77,"vram_gb":89,"ram_gb":64,"disk_gb":90,"requirement_source":66,"confidence":67},{"minimum":96,"production":99,"recommended":102},{"scenario":59,"context_length":60,"batch_size":38,"weight_gb":48,"kv_cache_gb":62,"vram_gb":97,"ram_gb":64,"disk_gb":98,"requirement_source":66,"confidence":67},2.52,39.08,{"scenario":69,"context_length":70,"batch_size":32,"weight_gb":48,"kv_cache_gb":10,"vram_gb":100,"ram_gb":64,"disk_gb":101,"requirement_source":66,"confidence":67},19.57,104.08,{"scenario":74,"context_length":75,"batch_size":76,"weight_gb":48,"kv_cache_gb":77,"vram_gb":103,"ram_gb":64,"disk_gb":104,"requirement_source":66,"confidence":67},4.74,65.08,{"minimum":106,"production":107,"recommended":108},{"scenario":59,"context_length":60,"batch_size":38,"weight_gb":48,"kv_cache_gb":62,"vram_gb":97,"ram_gb":64,"disk_gb":98,"requirement_source":66,"confidence":67},{"scenario":69,"context_length":70,"batch_size":32,"weight_gb":48,"kv_cache_gb":10,"vram_gb":100,"ram_gb":64,"disk_gb":101,"requirement_source":66,"confidence":67},{"scenario":74,"context_length":75,"batch_size":76,"weight_gb":48,"kv_cache_gb":77,"vram_gb":103,"ram_gb":64,"disk_gb":104,"requirement_source":66,"confidence":67},{"minimum":110,"production":112,"recommended":113},{"scenario":59,"context_length":60,"batch_size":38,"weight_gb":48,"kv_cache_gb":62,"vram_gb":111,"ram_gb":64,"disk_gb":98,"requirement_source":66,"confidence":67},2.53,{"scenario":69,"context_length":70,"batch_size":32,"weight_gb":48,"kv_cache_gb":10,"vram_gb":100,"ram_gb":64,"disk_gb":101,"requirement_source":66,"confidence":67},{"scenario":74,"context_length":75,"batch_size":76,"weight_gb":48,"kv_cache_gb":77,"vram_gb":103,"ram_gb":64,"disk_gb":104,"requirement_source":66,"confidence":67},{"recommended":115,"cheapest":133,"performance":142,"min_complexity":159,"cluster_options":171,"no_match":172,"required_vram_gb":103,"candidate_count":173,"usage":174},{"gpu_model":116,"gpu_model_id":117,"gpu_count":38,"total_vram_gb":37,"hour_price":118,"monthly_cost":119,"providers":120,"bandwidth_gbps":122,"fp16_tflops":123,"interconnect_score":124,"parallel_efficiency":38,"score":125,"tier":126,"perf_metric":127,"perf_label":128,"perf_value":129,"workload":16,"cost_metric":130},"RTX 5080",23,0.1078,78.69,[121],"vast",960,113,40,0.5742,"cheapest","tok\u002Fs","19200 tok\u002Fs",19200,{"effective_value":131,"effective_unit":127,"capacity_factor":132},13440,0.7,{"gpu_model":134,"gpu_model_id":135,"gpu_count":38,"total_vram_gb":37,"hour_price":136,"monthly_cost":137,"providers":138,"bandwidth_gbps":39,"fp16_tflops":39,"interconnect_score":124,"parallel_efficiency":38,"score":139,"tier":126,"perf_metric":127,"perf_label":140,"perf_value":39,"workload":16,"cost_metric":141},"Tesla V100",17,0.0272,19.86,[121],0.5686,"0 tok\u002Fs",{"effective_value":39,"effective_unit":127,"capacity_factor":132},{"gpu_model":143,"gpu_model_id":144,"gpu_count":42,"total_vram_gb":145,"hour_price":146,"monthly_cost":147,"providers":148,"bandwidth_gbps":150,"fp16_tflops":151,"interconnect_score":124,"parallel_efficiency":152,"score":153,"tier":154,"perf_metric":127,"perf_label":155,"perf_value":156,"workload":16,"cost_metric":157},"H200 SXM",11,1128,3.5,20440,[149],"lambda",4800,989,0.4,0.2197,"balanced","307200 tok\u002Fs",307200,{"effective_value":158,"effective_unit":127,"capacity_factor":132},215040,{"gpu_model":160,"gpu_model_id":161,"gpu_count":38,"total_vram_gb":42,"hour_price":162,"monthly_cost":163,"providers":164,"bandwidth_gbps":165,"fp16_tflops":161,"interconnect_score":124,"parallel_efficiency":38,"score":166,"tier":126,"perf_metric":127,"perf_label":167,"perf_value":168,"workload":16,"cost_metric":169},"RTX 5060 Ti",24,0.0554,40.44,[121],448,0.6504,"8960 tok\u002Fs",8960,{"effective_value":170,"effective_unit":127,"capacity_factor":132},6272,[],false,27,"value",[176,180,184,192,195],{"name":134,"vram_gb":37,"cheapest_hour":136,"cost":177,"provider":121,"estimated_tps":39},{"hourly":136,"daily":178,"monthly":137,"yearly":179},0.65,238.27,{"name":160,"vram_gb":42,"cheapest_hour":162,"cost":181,"provider":121,"estimated_tps":168},{"hourly":162,"daily":182,"monthly":163,"yearly":183},1.33,485.3,{"name":185,"vram_gb":161,"cheapest_hour":186,"cost":187,"provider":121,"estimated_tps":191},"RTX 3090",0.0678,{"hourly":186,"daily":188,"monthly":189,"yearly":190},1.63,49.49,593.93,18720,{"name":193,"vram_gb":37,"cheapest_hour":186,"cost":194,"provider":121,"estimated_tps":39},"RTX 4070S Ti",{"hourly":186,"daily":188,"monthly":189,"yearly":190},{"name":196,"vram_gb":10,"cheapest_hour":197,"cost":198,"provider":121,"estimated_tps":131},"RTX 5070",0.0804,{"hourly":197,"daily":199,"monthly":200,"yearly":201},1.93,58.69,704.3,{"posts_count":39,"benchmarks_count":39}]