{"schemaVersion":"hugging-bay.fit-check.v1","generatedAt":"2026-07-11T04:57:56.680Z","artifactId":"hf-model-facebookai-xlm-roberta-large","repo":"FacebookAI/xlm-roberta-large","webUrl":"https://huggingbay.xyz/artifact/hf-model-facebookai-xlm-roberta-large","name":"xlm-roberta-large","paramsB":null,"activeB":null,"quant":"f16","weightFile":null,"fileSizeBytes":4490224755,"ctx":8192,"batch":1,"estimate":{"weightsGb":4.49,"kvGb":1.07,"overheadGb":0.8,"totalGb":6.36},"gpus":[{"id":"t4-16","label":"NVIDIA T4 16GB (free Colab)","vramGb":16,"unified":false,"verdict":"fits","headroomGb":9.64,"totalGb":6.36},{"id":"l4-24","label":"NVIDIA L4 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":17.64,"totalGb":6.36},{"id":"rtx3060-12","label":"RTX 3060 12GB","vramGb":12,"unified":false,"verdict":"fits","headroomGb":5.64,"totalGb":6.36},{"id":"rtx4080-16","label":"RTX 4080 16GB","vramGb":16,"unified":false,"verdict":"fits","headroomGb":9.64,"totalGb":6.36},{"id":"rtx3090-24","label":"RTX 3090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":17.64,"totalGb":6.36},{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":17.64,"totalGb":6.36},{"id":"a100-40","label":"A100 40GB","vramGb":40,"unified":false,"verdict":"fits","headroomGb":33.64,"totalGb":6.36},{"id":"a100-80","label":"A100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":73.64,"totalGb":6.36},{"id":"h100-80","label":"H100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":73.64,"totalGb":6.36},{"id":"apple-m-16","label":"Apple M-series 16GB (unified)","vramGb":16,"unified":true,"verdict":"fits","headroomGb":9.64,"totalGb":6.36},{"id":"apple-m-32","label":"Apple M-series 32GB (unified)","vramGb":32,"unified":true,"verdict":"fits","headroomGb":25.64,"totalGb":6.36},{"id":"apple-m-64","label":"Apple M-series 64GB (unified)","vramGb":64,"unified":true,"verdict":"fits","headroomGb":57.64,"totalGb":6.36},{"id":"apple-m-128","label":"Apple M-series 128GB (unified)","vramGb":128,"unified":true,"verdict":"fits","headroomGb":121.64,"totalGb":6.36},{"id":"cpu-ram-32","label":"CPU / 32GB system RAM","vramGb":32,"unified":true,"verdict":"fits","headroomGb":25.64,"totalGb":6.36},{"id":"cpu-ram-64","label":"CPU / 64GB system RAM","vramGb":64,"unified":true,"verdict":"fits","headroomGb":57.64,"totalGb":6.36}],"target":{"id":"rtx3060-12","label":"RTX 3060 12GB","vramGb":12,"maxCtx":51200},"whatIf":[],"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."]}