[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"model-chatglm2-6b":3},{"id":4,"slug":5,"name":6,"hf_id":7,"organization":8,"architecture":9,"architecture_config":10,"parameters":11,"parameters_label":12,"context_length":13,"license":14,"downloads":15,"likes":16,"status":17,"description":10,"huggingface_url":18,"created_at":19,"seo":20,"category":23,"family":26,"score":29,"variants":30,"quantizations":31,"requirements":58,"gpu_recommendations":139,"fitting_gpus":207,"community":238},66,"chatglm2-6b","ChatGLM2 6B","THUDM\u002Fchatglm2-6b","THUDM","transformer",null,6000000000,"6B",32768,"MIT",420940,2058,"published","https:\u002F\u002Fhuggingface.co\u002FTHUDM\u002Fchatglm2-6b","2026-08-12T03:11:09+00:00",{"title":6,"description":21,"image":10,"robots":22,"canonical_url":10},"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":24,"slug":25},"LLM","llm",{"name":27,"slug":28},"GLM","glm",0.0234,[],[32,37,42,47,51,55],{"format":33,"bits":34,"size_factor":35,"quality_loss":36},"AWQ",4,0.263,0.03,{"format":38,"bits":39,"size_factor":40,"quality_loss":41},"FP16",16,1,0,{"format":43,"bits":44,"size_factor":45,"quality_loss":46},"FP8",8,0.5,0.01,{"format":48,"bits":34,"size_factor":49,"quality_loss":50},"GGUF",0.25,0.05,{"format":52,"bits":34,"size_factor":53,"quality_loss":54},"GPTQ",0.275,0.04,{"format":56,"bits":44,"size_factor":45,"quality_loss":57},"INT8",0.02,{"FP16":59,"FP8":83,"INT8":96,"AWQ":100,"GPTQ":113,"GGUF":126},{"minimum":60,"production":69,"recommended":76},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":63,"kv_cache_gb":45,"vram_gb":64,"ram_gb":65,"disk_gb":66,"requirement_source":67,"confidence":68},"minimum",4096,11.18,19.09,32,56.43,"estimated",0.95,{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":63,"kv_cache_gb":72,"vram_gb":73,"ram_gb":74,"disk_gb":75,"requirement_source":67,"confidence":68},"production",16384,64,133.02,199.53,121.43,{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":63,"kv_cache_gb":44,"vram_gb":80,"ram_gb":81,"disk_gb":82,"requirement_source":67,"confidence":68},"recommended",8192,2,35.48,53.22,82.43,{"minimum":84,"production":88,"recommended":92},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":85,"kv_cache_gb":45,"vram_gb":86,"ram_gb":65,"disk_gb":87,"requirement_source":67,"confidence":68},5.59,12.02,47.72,{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":85,"kv_cache_gb":72,"vram_gb":89,"ram_gb":90,"disk_gb":91,"requirement_source":67,"confidence":68},125.31,187.97,112.72,{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":85,"kv_cache_gb":44,"vram_gb":93,"ram_gb":94,"disk_gb":95,"requirement_source":67,"confidence":68},28.09,42.14,73.72,{"minimum":97,"production":98,"recommended":99},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":85,"kv_cache_gb":45,"vram_gb":86,"ram_gb":65,"disk_gb":87,"requirement_source":67,"confidence":68},{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":85,"kv_cache_gb":72,"vram_gb":89,"ram_gb":90,"disk_gb":91,"requirement_source":67,"confidence":68},{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":85,"kv_cache_gb":44,"vram_gb":93,"ram_gb":94,"disk_gb":95,"requirement_source":67,"confidence":68},{"minimum":101,"production":105,"recommended":109},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":102,"kv_cache_gb":45,"vram_gb":103,"ram_gb":65,"disk_gb":104,"requirement_source":67,"confidence":68},2.9,8.62,43.52,{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":102,"kv_cache_gb":72,"vram_gb":106,"ram_gb":107,"disk_gb":108,"requirement_source":67,"confidence":68},121.6,182.4,108.52,{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":102,"kv_cache_gb":44,"vram_gb":110,"ram_gb":111,"disk_gb":112,"requirement_source":67,"confidence":68},24.53,36.8,69.52,{"minimum":114,"production":118,"recommended":122},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":115,"kv_cache_gb":45,"vram_gb":116,"ram_gb":65,"disk_gb":117,"requirement_source":67,"confidence":68},2.93,8.66,43.58,{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":115,"kv_cache_gb":72,"vram_gb":119,"ram_gb":120,"disk_gb":121,"requirement_source":67,"confidence":68},121.65,182.47,108.58,{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":115,"kv_cache_gb":44,"vram_gb":123,"ram_gb":124,"disk_gb":125,"requirement_source":67,"confidence":68},24.58,36.87,69.58,{"minimum":127,"production":131,"recommended":135},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":128,"kv_cache_gb":45,"vram_gb":129,"ram_gb":65,"disk_gb":130,"requirement_source":67,"confidence":68},3,8.75,43.69,{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":128,"kv_cache_gb":72,"vram_gb":132,"ram_gb":133,"disk_gb":134,"requirement_source":67,"confidence":68},121.74,182.62,108.69,{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":128,"kv_cache_gb":44,"vram_gb":136,"ram_gb":137,"disk_gb":138,"requirement_source":67,"confidence":68},24.67,37.01,69.69,{"recommended":140,"cheapest":158,"performance":173,"min_complexity":190,"cluster_options":203,"no_match":204,"required_vram_gb":110,"candidate_count":205,"usage":206},{"gpu_model":141,"gpu_model_id":79,"gpu_count":40,"total_vram_gb":65,"hour_price":142,"monthly_cost":143,"providers":144,"bandwidth_gbps":147,"fp16_tflops":148,"interconnect_score":149,"parallel_efficiency":40,"score":150,"tier":151,"perf_metric":152,"perf_label":153,"perf_value":154,"workload":10,"cost_metric":155},"RTX 5090",0.337,246.01,[145,146],"vast","runpod",1792,209,40,0.6933,"cheapest","tok\u002Fs","617.9 tok\u002Fs",617.9,{"effective_value":156,"effective_unit":152,"capacity_factor":157},432.5,0.7,{"gpu_model":159,"gpu_model_id":160,"gpu_count":34,"total_vram_gb":161,"hour_price":162,"monthly_cost":163,"providers":164,"bandwidth_gbps":165,"fp16_tflops":166,"interconnect_score":149,"parallel_efficiency":167,"score":168,"tier":151,"perf_metric":152,"perf_label":169,"perf_value":170,"workload":10,"cost_metric":171},"RTX 5070",28,48,0.0101,29.49,[145],672,61,0.6,0.5472,"556.1 tok\u002Fs",556.1,{"effective_value":172,"effective_unit":152,"capacity_factor":157},389.3,{"gpu_model":174,"gpu_model_id":175,"gpu_count":44,"total_vram_gb":176,"hour_price":177,"monthly_cost":178,"providers":179,"bandwidth_gbps":181,"fp16_tflops":182,"interconnect_score":149,"parallel_efficiency":183,"score":184,"tier":185,"perf_metric":152,"perf_label":186,"perf_value":187,"workload":10,"cost_metric":188},"H200 SXM",11,1128,3.5,20440,[180],"lambda",4800,989,0.4,0.2197,"balanced","5296.6 tok\u002Fs",5296.6,{"effective_value":189,"effective_unit":152,"capacity_factor":157},3707.6,{"gpu_model":191,"gpu_model_id":192,"gpu_count":40,"total_vram_gb":161,"hour_price":193,"monthly_cost":194,"providers":195,"bandwidth_gbps":196,"fp16_tflops":197,"interconnect_score":149,"parallel_efficiency":40,"score":198,"tier":151,"perf_metric":152,"perf_label":199,"perf_value":200,"workload":10,"cost_metric":201},"RTX A6000",6,0.2874,209.8,[145,180],768,77,0.6274,"264.8 tok\u002Fs",264.8,{"effective_value":202,"effective_unit":152,"capacity_factor":157},185.4,[],false,23,"value",[208,212,216,224,231],{"name":191,"vram_gb":161,"cheapest_hour":193,"cost":209,"provider":145,"estimated_tps":200},{"hourly":193,"daily":210,"monthly":194,"yearly":211},6.9,2517.62,{"name":141,"vram_gb":65,"cheapest_hour":142,"cost":213,"provider":145,"estimated_tps":154},{"hourly":142,"daily":214,"monthly":143,"yearly":215},8.09,2952.12,{"name":217,"vram_gb":161,"cheapest_hour":218,"cost":219,"provider":145,"estimated_tps":223},"L40S",0.4004,{"hourly":218,"daily":220,"monthly":221,"yearly":222},9.61,292.29,3507.5,297.9,{"name":225,"vram_gb":161,"cheapest_hour":226,"cost":227,"provider":145,"estimated_tps":41},"RTX PRO 6000 WS",0.6689,{"hourly":226,"daily":228,"monthly":229,"yearly":230},16.05,488.3,5859.56,{"name":232,"vram_gb":161,"cheapest_hour":233,"cost":234,"provider":145,"estimated_tps":41},"RTX PRO 6000 S",0.7339,{"hourly":233,"daily":235,"monthly":236,"yearly":237},17.61,535.75,6428.96,{"posts_count":41,"benchmarks_count":41}]