{"schemaVersion":"hugging-bay.fit-check.v1","generatedAt":"2026-07-10T01:45:13.646Z","artifactId":"hf-model-craaaaaaaaaa-qwable3-5-9b","repo":"CRAAAAAAAAAA/Qwable3.5-9B","webUrl":"https://huggingbay.xyz/artifact/hf-model-craaaaaaaaaa-qwable3-5-9b","name":"Qwable3.5-9B","paramsB":9,"activeB":9,"quant":"q4_k_m","weightFile":"qwable3.5-9b-Q4_K_M.gguf","fileSizeBytes":1,"ctx":8192,"batch":1,"estimate":{"weightsGb":0,"kvGb":1.34,"overheadGb":0.8,"totalGb":2.14},"gpus":[{"id":"t4-16","label":"NVIDIA T4 16GB (free Colab)","vramGb":16,"unified":false,"verdict":"fits","headroomGb":13.86,"totalGb":2.14},{"id":"l4-24","label":"NVIDIA L4 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":21.86,"totalGb":2.14},{"id":"rtx3060-12","label":"RTX 3060 12GB","vramGb":12,"unified":false,"verdict":"fits","headroomGb":9.86,"totalGb":2.14},{"id":"rtx4080-16","label":"RTX 4080 16GB","vramGb":16,"unified":false,"verdict":"fits","headroomGb":13.86,"totalGb":2.14},{"id":"rtx3090-24","label":"RTX 3090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":21.86,"totalGb":2.14},{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":21.86,"totalGb":2.14},{"id":"a100-40","label":"A100 40GB","vramGb":40,"unified":false,"verdict":"fits","headroomGb":37.86,"totalGb":2.14},{"id":"a100-80","label":"A100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":77.86,"totalGb":2.14},{"id":"h100-80","label":"H100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":77.86,"totalGb":2.14},{"id":"apple-m-16","label":"Apple M-series 16GB (unified)","vramGb":16,"unified":true,"verdict":"fits","headroomGb":13.86,"totalGb":2.14},{"id":"apple-m-32","label":"Apple M-series 32GB (unified)","vramGb":32,"unified":true,"verdict":"fits","headroomGb":29.86,"totalGb":2.14},{"id":"apple-m-64","label":"Apple M-series 64GB (unified)","vramGb":64,"unified":true,"verdict":"fits","headroomGb":61.86,"totalGb":2.14},{"id":"apple-m-128","label":"Apple M-series 128GB (unified)","vramGb":128,"unified":true,"verdict":"fits","headroomGb":125.86,"totalGb":2.14},{"id":"cpu-ram-32","label":"CPU / 32GB system RAM","vramGb":32,"unified":true,"verdict":"fits","headroomGb":29.86,"totalGb":2.14},{"id":"cpu-ram-64","label":"CPU / 64GB system RAM","vramGb":64,"unified":true,"verdict":"fits","headroomGb":61.86,"totalGb":2.14}],"target":{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"maxCtx":141568},"whatIf":[{"quant":"q2_k","bytesPerParam":0.33,"weightsGb":2.97,"totalGb":5.11,"verdict":"fits","headroomGb":18.89},{"quant":"q3_k_m","bytesPerParam":0.44,"weightsGb":3.96,"totalGb":6.1,"verdict":"fits","headroomGb":17.9},{"quant":"q4_k_m","bytesPerParam":0.57,"weightsGb":5.13,"totalGb":7.27,"verdict":"fits","headroomGb":16.73},{"quant":"q5_k_m","bytesPerParam":0.69,"weightsGb":6.21,"totalGb":8.35,"verdict":"fits","headroomGb":15.65},{"quant":"q6_k","bytesPerParam":0.82,"weightsGb":7.38,"totalGb":9.52,"verdict":"fits","headroomGb":14.48},{"quant":"q8_0","bytesPerParam":1.06,"weightsGb":9.54,"totalGb":11.68,"verdict":"fits","headroomGb":12.32},{"quant":"f16","bytesPerParam":2,"weightsGb":18,"totalGb":20.78,"verdict":"fits","headroomGb":3.22}],"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."]}