[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"model-ternary-bonsai-2-27b-gguf":3},{"id":4,"slug":5,"name":6,"hf_id":6,"organization":7,"architecture":8,"architecture_config":8,"parameters":9,"parameters_label":10,"context_length":8,"license":8,"downloads":11,"likes":12,"status":13,"description":8,"huggingface_url":14,"created_at":15,"seo":16,"category":19,"family":22,"score":25,"variants":26,"quantizations":27,"requirements":54,"gpu_recommendations":139,"fitting_gpus":206,"community":240},543,"ternary-bonsai-2-27b-gguf","prism-ml\u002FTernary-Bonsai-2-27B-gguf","prism-ml",null,27000000000,"27B",4549911,2634,"published","https:\u002F\u002Fhuggingface.co\u002Fprism-ml\u002FTernary-Bonsai-2-27B-gguf","2026-10-04T12:13:33+00:00",{"title":6,"description":17,"image":8,"robots":18,"canonical_url":8},"AI model deployment & compute intelligence — compare AI models, GPU requirements, benchmarks, cloud GPU rental pricing and deployment cost analysis for DeepSeek, Qwen, Llama, Wan and more.","index, follow",{"name":20,"slug":21},"LLM","llm",{"name":23,"slug":24},"Qwen","qwen",0.08,[],[28,33,38,43,47,51],{"format":29,"bits":30,"size_factor":31,"quality_loss":32},"AWQ",4,0.263,0.03,{"format":34,"bits":35,"size_factor":36,"quality_loss":37},"FP16",16,1,0,{"format":39,"bits":40,"size_factor":41,"quality_loss":42},"FP8",8,0.5,0.01,{"format":44,"bits":30,"size_factor":45,"quality_loss":46},"GGUF",0.25,0.05,{"format":48,"bits":30,"size_factor":49,"quality_loss":50},"GPTQ",0.275,0.04,{"format":52,"bits":40,"size_factor":41,"quality_loss":53},"INT8",0.02,{"FP16":55,"FP8":79,"INT8":93,"AWQ":97,"GPTQ":111,"GGUF":125},{"minimum":56,"production":65,"recommended":72},{"scenario":57,"context_length":58,"batch_size":36,"weight_gb":59,"kv_cache_gb":41,"vram_gb":60,"ram_gb":61,"disk_gb":62,"requirement_source":63,"confidence":64},"minimum",4096,50.29,68.57,102.85,117.45,"inferred",0.95,{"scenario":66,"context_length":67,"batch_size":30,"weight_gb":59,"kv_cache_gb":68,"vram_gb":69,"ram_gb":70,"disk_gb":71,"requirement_source":63,"confidence":64},"production",16384,64,187,280.5,182.45,{"scenario":73,"context_length":74,"batch_size":75,"weight_gb":59,"kv_cache_gb":40,"vram_gb":76,"ram_gb":77,"disk_gb":78,"requirement_source":63,"confidence":64},"recommended",8192,2,87.21,130.82,143.45,{"minimum":80,"production":85,"recommended":89},{"scenario":57,"context_length":58,"batch_size":36,"weight_gb":81,"kv_cache_gb":41,"vram_gb":82,"ram_gb":83,"disk_gb":84,"requirement_source":63,"confidence":64},25.15,36.76,55.14,78.23,{"scenario":66,"context_length":67,"batch_size":30,"weight_gb":81,"kv_cache_gb":68,"vram_gb":86,"ram_gb":87,"disk_gb":88,"requirement_source":63,"confidence":64},152.3,228.45,143.23,{"scenario":73,"context_length":74,"batch_size":75,"weight_gb":81,"kv_cache_gb":40,"vram_gb":90,"ram_gb":91,"disk_gb":92,"requirement_source":63,"confidence":64},53.96,80.93,104.23,{"minimum":94,"production":95,"recommended":96},{"scenario":57,"context_length":58,"batch_size":36,"weight_gb":81,"kv_cache_gb":41,"vram_gb":82,"ram_gb":83,"disk_gb":84,"requirement_source":63,"confidence":64},{"scenario":66,"context_length":67,"batch_size":30,"weight_gb":81,"kv_cache_gb":68,"vram_gb":86,"ram_gb":87,"disk_gb":88,"requirement_source":63,"confidence":64},{"scenario":73,"context_length":74,"batch_size":75,"weight_gb":81,"kv_cache_gb":40,"vram_gb":90,"ram_gb":91,"disk_gb":92,"requirement_source":63,"confidence":64},{"minimum":98,"production":103,"recommended":107},{"scenario":57,"context_length":58,"batch_size":36,"weight_gb":99,"kv_cache_gb":41,"vram_gb":100,"ram_gb":101,"disk_gb":102,"requirement_source":63,"confidence":64},13.04,21.45,32.18,59.35,{"scenario":66,"context_length":67,"batch_size":30,"weight_gb":99,"kv_cache_gb":68,"vram_gb":104,"ram_gb":105,"disk_gb":106,"requirement_source":63,"confidence":64},135.6,203.4,124.35,{"scenario":73,"context_length":74,"batch_size":75,"weight_gb":99,"kv_cache_gb":40,"vram_gb":108,"ram_gb":109,"disk_gb":110,"requirement_source":63,"confidence":64},37.95,56.93,85.35,{"minimum":112,"production":117,"recommended":121},{"scenario":57,"context_length":58,"batch_size":36,"weight_gb":113,"kv_cache_gb":41,"vram_gb":114,"ram_gb":115,"disk_gb":116,"requirement_source":63,"confidence":64},13.2,21.65,32.47,59.59,{"scenario":66,"context_length":67,"batch_size":30,"weight_gb":113,"kv_cache_gb":68,"vram_gb":118,"ram_gb":119,"disk_gb":120,"requirement_source":63,"confidence":64},135.82,203.73,124.59,{"scenario":73,"context_length":74,"batch_size":75,"weight_gb":113,"kv_cache_gb":40,"vram_gb":122,"ram_gb":123,"disk_gb":124,"requirement_source":63,"confidence":64},38.16,57.24,85.59,{"minimum":126,"production":131,"recommended":135},{"scenario":57,"context_length":58,"batch_size":36,"weight_gb":127,"kv_cache_gb":41,"vram_gb":128,"ram_gb":129,"disk_gb":130,"requirement_source":63,"confidence":64},13.52,22.05,33.07,60.08,{"scenario":66,"context_length":67,"batch_size":30,"weight_gb":127,"kv_cache_gb":68,"vram_gb":132,"ram_gb":133,"disk_gb":134,"requirement_source":63,"confidence":64},136.25,204.38,125.08,{"scenario":73,"context_length":74,"batch_size":75,"weight_gb":127,"kv_cache_gb":40,"vram_gb":136,"ram_gb":137,"disk_gb":138,"requirement_source":63,"confidence":64},38.57,57.86,86.08,{"recommended":140,"cheapest":162,"performance":173,"min_complexity":188,"cluster_options":202,"no_match":203,"required_vram_gb":108,"candidate_count":204,"usage":205},{"gpu_model":141,"gpu_model_id":142,"gpu_count":36,"total_vram_gb":143,"hour_price":144,"monthly_cost":145,"providers":146,"bandwidth_gbps":151,"fp16_tflops":152,"interconnect_score":153,"parallel_efficiency":36,"score":154,"tier":155,"perf_metric":156,"perf_label":157,"perf_value":158,"workload":8,"cost_metric":159},"H100 SXM",10,80,1.7341,1265.89,[147,148,149,150],"vast","tensordock","lambda","runpod",3350,66.9,40,0.6141,"balanced","tok\u002Fs","256.9 tok\u002Fs",256.9,{"effective_value":160,"effective_unit":156,"capacity_factor":161},179.8,0.7,{"gpu_model":163,"gpu_model_id":164,"gpu_count":30,"total_vram_gb":68,"hour_price":165,"monthly_cost":166,"providers":167,"bandwidth_gbps":37,"fp16_tflops":37,"interconnect_score":153,"parallel_efficiency":168,"score":169,"tier":170,"perf_metric":156,"perf_label":171,"perf_value":37,"workload":8,"cost_metric":172},"Tesla V100",17,0.0489,142.79,[147],0.6,0.5552,"cheapest","0 tok\u002Fs",{"effective_value":37,"effective_unit":156,"capacity_factor":161},{"gpu_model":174,"gpu_model_id":175,"gpu_count":40,"total_vram_gb":176,"hour_price":177,"monthly_cost":178,"providers":179,"bandwidth_gbps":180,"fp16_tflops":181,"interconnect_score":153,"parallel_efficiency":182,"score":183,"tier":155,"perf_metric":156,"perf_label":184,"perf_value":185,"workload":8,"cost_metric":186},"H200 SXM",11,1128,3.5,20440,[149],4800,989,0.4,0.2197,"1177.9 tok\u002Fs",1177.9,{"effective_value":187,"effective_unit":156,"capacity_factor":161},824.5,{"gpu_model":189,"gpu_model_id":190,"gpu_count":36,"total_vram_gb":191,"hour_price":192,"monthly_cost":193,"providers":194,"bandwidth_gbps":195,"fp16_tflops":196,"interconnect_score":153,"parallel_efficiency":36,"score":197,"tier":170,"perf_metric":156,"perf_label":198,"perf_value":199,"workload":8,"cost_metric":200},"RTX A6000",6,48,0.3622,264.41,[147,149],768,77,0.6791,"58.9 tok\u002Fs",58.9,{"effective_value":201,"effective_unit":156,"capacity_factor":161},41.2,[],false,26,"value",[207,211,218,226,233],{"name":189,"vram_gb":191,"cheapest_hour":192,"cost":208,"provider":147,"estimated_tps":199},{"hourly":192,"daily":209,"monthly":193,"yearly":210},8.69,3172.87,{"name":212,"vram_gb":143,"cheapest_hour":213,"cost":214,"provider":147,"estimated_tps":37},"A100 SXM4",0.3781,{"hourly":213,"daily":215,"monthly":216,"yearly":217},9.07,276.01,3312.16,{"name":219,"vram_gb":191,"cheapest_hour":220,"cost":221,"provider":147,"estimated_tps":225},"L40S",0.4415,{"hourly":220,"daily":222,"monthly":223,"yearly":224},10.6,322.3,3867.54,66.3,{"name":227,"vram_gb":143,"cheapest_hour":228,"cost":229,"provider":147,"estimated_tps":37},"A100 PCIE",0.4849,{"hourly":228,"daily":230,"monthly":231,"yearly":232},11.64,353.98,4247.72,{"name":234,"vram_gb":191,"cheapest_hour":235,"cost":236,"provider":147,"estimated_tps":37},"RTX PRO 6000 WS",1.0037,{"hourly":235,"daily":237,"monthly":238,"yearly":239},24.09,732.7,8792.41,{"posts_count":37,"benchmarks_count":37}]