{"schemaVersion":"hugging-bay.fit-check.v1","generatedAt":"2026-07-11T01:50:11.625Z","artifactId":"hf-model-mradermacher-eurux-8x22b-nca-i1-gguf","repo":"mradermacher/Eurux-8x22b-nca-i1-GGUF","webUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-eurux-8x22b-nca-i1-gguf","name":"Eurux-8x22b-nca-i1-GGUF","paramsB":176,"activeB":44,"quant":"f16","weightFile":"Eurux-8x22b-nca.i1-IQ1_M.gguf","fileSizeBytes":1,"ctx":8192,"batch":1,"estimate":{"weightsGb":0,"kvGb":3.22,"overheadGb":0.8,"totalGb":4.02},"gpus":[{"id":"t4-16","label":"NVIDIA T4 16GB (free Colab)","vramGb":16,"unified":false,"verdict":"fits","headroomGb":11.98,"totalGb":4.02},{"id":"l4-24","label":"NVIDIA L4 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":19.98,"totalGb":4.02},{"id":"rtx3060-12","label":"RTX 3060 12GB","vramGb":12,"unified":false,"verdict":"fits","headroomGb":7.98,"totalGb":4.02},{"id":"rtx4080-16","label":"RTX 4080 16GB","vramGb":16,"unified":false,"verdict":"fits","headroomGb":11.98,"totalGb":4.02},{"id":"rtx3090-24","label":"RTX 3090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":19.98,"totalGb":4.02},{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":19.98,"totalGb":4.02},{"id":"a100-40","label":"A100 40GB","vramGb":40,"unified":false,"verdict":"fits","headroomGb":35.98,"totalGb":4.02},{"id":"a100-80","label":"A100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":75.98,"totalGb":4.02},{"id":"h100-80","label":"H100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":75.98,"totalGb":4.02},{"id":"apple-m-16","label":"Apple M-series 16GB (unified)","vramGb":16,"unified":true,"verdict":"fits","headroomGb":11.98,"totalGb":4.02},{"id":"apple-m-32","label":"Apple M-series 32GB (unified)","vramGb":32,"unified":true,"verdict":"fits","headroomGb":27.98,"totalGb":4.02},{"id":"apple-m-64","label":"Apple M-series 64GB (unified)","vramGb":64,"unified":true,"verdict":"fits","headroomGb":59.98,"totalGb":4.02},{"id":"apple-m-128","label":"Apple M-series 128GB (unified)","vramGb":128,"unified":true,"verdict":"fits","headroomGb":123.98,"totalGb":4.02},{"id":"cpu-ram-32","label":"CPU / 32GB system RAM","vramGb":32,"unified":true,"verdict":"fits","headroomGb":27.98,"totalGb":4.02},{"id":"cpu-ram-64","label":"CPU / 64GB system RAM","vramGb":64,"unified":true,"verdict":"fits","headroomGb":59.98,"totalGb":4.02}],"target":{"id":"t4-16","label":"NVIDIA T4 16GB (free Colab)","vramGb":16,"maxCtx":38656},"whatIf":[{"quant":"q2_k","bytesPerParam":0.33,"weightsGb":58.08,"totalGb":65.95,"verdict":"no","headroomGb":-49.95},{"quant":"q3_k_m","bytesPerParam":0.44,"weightsGb":77.44,"totalGb":86.86,"verdict":"no","headroomGb":-70.86},{"quant":"q4_k_m","bytesPerParam":0.57,"weightsGb":100.32,"totalGb":111.57,"verdict":"no","headroomGb":-95.57},{"quant":"q5_k_m","bytesPerParam":0.69,"weightsGb":121.44,"totalGb":134.38,"verdict":"no","headroomGb":-118.38},{"quant":"q6_k","bytesPerParam":0.82,"weightsGb":144.32,"totalGb":159.09,"verdict":"no","headroomGb":-143.09},{"quant":"q8_0","bytesPerParam":1.06,"weightsGb":186.56,"totalGb":204.71,"verdict":"no","headroomGb":-188.71},{"quant":"f16","bytesPerParam":2,"weightsGb":352,"totalGb":383.38,"verdict":"no","headroomGb":-367.38}],"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."]}