{"schemaVersion":"hugging-bay.fit-check.v1","generatedAt":"2026-07-11T08:48:04.468Z","artifactId":"hf-model-mmnga-o-qwen3-5-reap-212b-a17b-gguf","repo":"mmnga-o/Qwen3.5-REAP-212B-A17B-gguf","webUrl":"https://huggingbay.xyz/artifact/hf-model-mmnga-o-qwen3-5-reap-212b-a17b-gguf","name":"Qwen3.5-REAP-212B-A17B-gguf","paramsB":212,"activeB":212,"quant":"f16","weightFile":"MXFP4_MOE/Qwen3.5-REAP-212B-A17B-MXFP4_MOE-00001-of-00011.gguf","fileSizeBytes":null,"ctx":8192,"batch":1,"estimate":{"weightsGb":424,"kvGb":3.22,"overheadGb":33.92,"totalGb":461.14},"gpus":[{"id":"t4-16","label":"NVIDIA T4 16GB (free Colab)","vramGb":16,"unified":false,"verdict":"no","headroomGb":-445.14,"totalGb":461.14},{"id":"l4-24","label":"NVIDIA L4 24GB","vramGb":24,"unified":false,"verdict":"no","headroomGb":-437.14,"totalGb":461.14},{"id":"rtx3060-12","label":"RTX 3060 12GB","vramGb":12,"unified":false,"verdict":"no","headroomGb":-449.14,"totalGb":461.14},{"id":"rtx4080-16","label":"RTX 4080 16GB","vramGb":16,"unified":false,"verdict":"no","headroomGb":-445.14,"totalGb":461.14},{"id":"rtx3090-24","label":"RTX 3090 24GB","vramGb":24,"unified":false,"verdict":"no","headroomGb":-437.14,"totalGb":461.14},{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"unified":false,"verdict":"no","headroomGb":-437.14,"totalGb":461.14},{"id":"a100-40","label":"A100 40GB","vramGb":40,"unified":false,"verdict":"no","headroomGb":-421.14,"totalGb":461.14},{"id":"a100-80","label":"A100 80GB","vramGb":80,"unified":false,"verdict":"no","headroomGb":-381.14,"totalGb":461.14},{"id":"h100-80","label":"H100 80GB","vramGb":80,"unified":false,"verdict":"no","headroomGb":-381.14,"totalGb":461.14},{"id":"apple-m-16","label":"Apple M-series 16GB (unified)","vramGb":16,"unified":true,"verdict":"no","headroomGb":-445.14,"totalGb":461.14},{"id":"apple-m-32","label":"Apple M-series 32GB (unified)","vramGb":32,"unified":true,"verdict":"no","headroomGb":-429.14,"totalGb":461.14},{"id":"apple-m-64","label":"Apple M-series 64GB (unified)","vramGb":64,"unified":true,"verdict":"no","headroomGb":-397.14,"totalGb":461.14},{"id":"apple-m-128","label":"Apple M-series 128GB (unified)","vramGb":128,"unified":true,"verdict":"no","headroomGb":-333.14,"totalGb":461.14},{"id":"cpu-ram-32","label":"CPU / 32GB system RAM","vramGb":32,"unified":true,"verdict":"no","headroomGb":-429.14,"totalGb":461.14},{"id":"cpu-ram-64","label":"CPU / 64GB system RAM","vramGb":64,"unified":true,"verdict":"no","headroomGb":-397.14,"totalGb":461.14}],"target":{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"maxCtx":0},"whatIf":[{"quant":"q2_k","bytesPerParam":0.33,"weightsGb":69.96,"totalGb":78.78,"verdict":"no","headroomGb":-54.78},{"quant":"q3_k_m","bytesPerParam":0.44,"weightsGb":93.28,"totalGb":103.96,"verdict":"no","headroomGb":-79.96},{"quant":"q4_k_m","bytesPerParam":0.57,"weightsGb":120.84,"totalGb":133.73,"verdict":"no","headroomGb":-109.73},{"quant":"q5_k_m","bytesPerParam":0.69,"weightsGb":146.28,"totalGb":161.2,"verdict":"no","headroomGb":-137.2},{"quant":"q6_k","bytesPerParam":0.82,"weightsGb":173.84,"totalGb":190.97,"verdict":"no","headroomGb":-166.97},{"quant":"q8_0","bytesPerParam":1.06,"weightsGb":224.72,"totalGb":245.92,"verdict":"no","headroomGb":-221.92},{"quant":"f16","bytesPerParam":2,"weightsGb":424,"totalGb":461.14,"verdict":"no","headroomGb":-437.14}],"guidance":["verdict per GPU: fits (<=90% VRAM) / tight (<=100%) / no.","If it does not fit at this precision, check /api/artifacts/{id}/quantizations or the per-quant rows for a smaller mirror.","Estimates: weights + fp16 KV-cache(ctx,batch) + overhead. Real usage varies by runtime."]}