[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"model-glm-4-9b-chat":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":18,"huggingface_url":19,"created_at":20,"seo":21,"category":23,"family":26,"score":29,"variants":30,"quantizations":31,"requirements":58,"gpu_recommendations":140,"fitting_gpus":206,"community":241},11,"glm-4-9b-chat","GLM-4-9B-Chat","zai-org\u002FGLM-4-9B-Chat","zai-org","chatglm",null,9400000000,"9.4B",131072,"MIT",590000,1900,"published","Chinese-strong 9B chat model by Zhipu AI.","https:\u002F\u002Fhuggingface.co\u002Fzai-org\u002FGLM-4-9B-Chat","2026-08-12T02:22:23+00:00",{"title":6,"description":18,"image":10,"robots":22,"canonical_url":10},"index, follow",{"name":24,"slug":25},"LLM","llm",{"name":27,"slug":28},"GLM","glm",0.1818,[],[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":97,"AWQ":101,"GPTQ":114,"GGUF":127},{"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",4096,17.51,27.1,40.65,66.31,"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",16384,64,141.76,212.64,131.31,{"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",8192,2,43.86,65.78,92.31,{"minimum":84,"production":89,"recommended":93},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":85,"kv_cache_gb":45,"vram_gb":86,"ram_gb":87,"disk_gb":88,"requirement_source":67,"confidence":68},8.75,16.02,32,52.66,{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":85,"kv_cache_gb":72,"vram_gb":90,"ram_gb":91,"disk_gb":92,"requirement_source":67,"confidence":68},129.68,194.52,117.66,{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":85,"kv_cache_gb":44,"vram_gb":94,"ram_gb":95,"disk_gb":96,"requirement_source":67,"confidence":68},32.28,48.42,78.66,{"minimum":98,"production":99,"recommended":100},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":85,"kv_cache_gb":45,"vram_gb":86,"ram_gb":87,"disk_gb":88,"requirement_source":67,"confidence":68},{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":85,"kv_cache_gb":72,"vram_gb":90,"ram_gb":91,"disk_gb":92,"requirement_source":67,"confidence":68},{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":85,"kv_cache_gb":44,"vram_gb":94,"ram_gb":95,"disk_gb":96,"requirement_source":67,"confidence":68},{"minimum":102,"production":106,"recommended":110},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":103,"kv_cache_gb":45,"vram_gb":104,"ram_gb":87,"disk_gb":105,"requirement_source":67,"confidence":68},4.54,10.69,46.08,{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":103,"kv_cache_gb":72,"vram_gb":107,"ram_gb":108,"disk_gb":109,"requirement_source":67,"confidence":68},123.87,185.8,111.08,{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":103,"kv_cache_gb":44,"vram_gb":111,"ram_gb":112,"disk_gb":113,"requirement_source":67,"confidence":68},26.71,40.06,72.08,{"minimum":115,"production":119,"recommended":123},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":116,"kv_cache_gb":45,"vram_gb":117,"ram_gb":87,"disk_gb":118,"requirement_source":67,"confidence":68},4.6,10.76,46.17,{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":116,"kv_cache_gb":72,"vram_gb":120,"ram_gb":121,"disk_gb":122,"requirement_source":67,"confidence":68},123.94,185.91,111.17,{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":116,"kv_cache_gb":44,"vram_gb":124,"ram_gb":125,"disk_gb":126,"requirement_source":67,"confidence":68},26.78,40.17,72.17,{"minimum":128,"production":132,"recommended":136},{"scenario":61,"context_length":62,"batch_size":40,"weight_gb":129,"kv_cache_gb":45,"vram_gb":130,"ram_gb":87,"disk_gb":131,"requirement_source":67,"confidence":68},4.71,10.9,46.34,{"scenario":70,"context_length":71,"batch_size":34,"weight_gb":129,"kv_cache_gb":72,"vram_gb":133,"ram_gb":134,"disk_gb":135,"requirement_source":67,"confidence":68},124.09,186.14,111.34,{"scenario":77,"context_length":78,"batch_size":79,"weight_gb":129,"kv_cache_gb":44,"vram_gb":137,"ram_gb":138,"disk_gb":139,"requirement_source":67,"confidence":68},26.92,40.38,72.34,{"recommended":141,"cheapest":163,"performance":174,"min_complexity":188,"cluster_options":202,"no_match":203,"required_vram_gb":111,"candidate_count":204,"usage":205},{"gpu_model":142,"gpu_model_id":143,"gpu_count":40,"total_vram_gb":144,"hour_price":145,"monthly_cost":146,"providers":147,"bandwidth_gbps":152,"fp16_tflops":153,"interconnect_score":154,"parallel_efficiency":40,"score":155,"tier":156,"perf_metric":157,"perf_label":158,"perf_value":159,"workload":10,"cost_metric":160},"H100 SXM",10,80,1.6022,1169.61,[148,149,150,151],"vast","tensordock","lambda","runpod",3350,66.9,40,0.5786,"balanced","tok\u002Fs","737.9 tok\u002Fs",737.9,{"effective_value":161,"effective_unit":157,"capacity_factor":162},516.5,0.7,{"gpu_model":164,"gpu_model_id":165,"gpu_count":79,"total_vram_gb":87,"hour_price":166,"monthly_cost":167,"providers":168,"bandwidth_gbps":41,"fp16_tflops":41,"interconnect_score":154,"parallel_efficiency":169,"score":170,"tier":171,"perf_metric":157,"perf_label":172,"perf_value":41,"workload":10,"cost_metric":173},"Tesla V100",17,0.0272,39.71,[148],0.8,0.6241,"cheapest","0 tok\u002Fs",{"effective_value":41,"effective_unit":157,"capacity_factor":162},{"gpu_model":175,"gpu_model_id":4,"gpu_count":44,"total_vram_gb":176,"hour_price":177,"monthly_cost":178,"providers":179,"bandwidth_gbps":180,"fp16_tflops":181,"interconnect_score":154,"parallel_efficiency":182,"score":183,"tier":156,"perf_metric":157,"perf_label":184,"perf_value":185,"workload":10,"cost_metric":186},"H200 SXM",1128,3.5,20440,[150],4800,989,0.4,0.2197,"3383.3 tok\u002Fs",3383.3,{"effective_value":187,"effective_unit":157,"capacity_factor":162},2368.3,{"gpu_model":189,"gpu_model_id":190,"gpu_count":40,"total_vram_gb":191,"hour_price":192,"monthly_cost":193,"providers":194,"bandwidth_gbps":195,"fp16_tflops":196,"interconnect_score":154,"parallel_efficiency":40,"score":197,"tier":171,"perf_metric":157,"perf_label":198,"perf_value":199,"workload":10,"cost_metric":200},"RTX A6000",6,48,0.3001,219.07,[148,150],768,77,0.6393,"169.2 tok\u002Fs",169.2,{"effective_value":201,"effective_unit":157,"capacity_factor":162},118.4,[],false,24,"value",[207,211,219,227,234],{"name":189,"vram_gb":191,"cheapest_hour":192,"cost":208,"provider":148,"estimated_tps":199},{"hourly":192,"daily":209,"monthly":193,"yearly":210},7.2,2628.88,{"name":212,"vram_gb":87,"cheapest_hour":213,"cost":214,"provider":148,"estimated_tps":218},"RTX 5090",0.3222,{"hourly":213,"daily":215,"monthly":216,"yearly":217},7.73,235.21,2822.47,394.7,{"name":220,"vram_gb":191,"cheapest_hour":221,"cost":222,"provider":148,"estimated_tps":226},"L40S",0.4669,{"hourly":221,"daily":223,"monthly":224,"yearly":225},11.21,340.84,4090.04,190.3,{"name":228,"vram_gb":191,"cheapest_hour":229,"cost":230,"provider":148,"estimated_tps":41},"RTX PRO 6000 WS",0.8022,{"hourly":229,"daily":231,"monthly":232,"yearly":233},19.25,585.61,7027.27,{"name":235,"vram_gb":191,"cheapest_hour":236,"cost":237,"provider":148,"estimated_tps":41},"RTX PRO 6000 S",1.0131,{"hourly":236,"daily":238,"monthly":239,"yearly":240},24.31,739.56,8874.76,{"posts_count":41,"benchmarks_count":41}]