{"schemaVersion":"hugging-bay.fit-check.v1","generatedAt":"2026-07-10T04:23:44.939Z","artifactId":"hf-model-mradermacher-llama3-jallabi-40b-s-i1-gguf","repo":"mradermacher/llama3-Jallabi-40B-s-i1-GGUF","webUrl":"https://huggingbay.xyz/artifact/hf-model-mradermacher-llama3-jallabi-40b-s-i1-gguf","name":"llama3-Jallabi-40B-s-i1-GGUF","paramsB":40,"activeB":40,"quant":"f16","weightFile":"llama3-Jallabi-40B-s.i1-IQ1_M.gguf","fileSizeBytes":1,"ctx":8192,"batch":1,"estimate":{"weightsGb":0,"kvGb":2.01,"overheadGb":0.8,"totalGb":2.81},"gpus":[{"id":"t4-16","label":"NVIDIA T4 16GB (free Colab)","vramGb":16,"unified":false,"verdict":"fits","headroomGb":13.19,"totalGb":2.81},{"id":"l4-24","label":"NVIDIA L4 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":21.19,"totalGb":2.81},{"id":"rtx3060-12","label":"RTX 3060 12GB","vramGb":12,"unified":false,"verdict":"fits","headroomGb":9.19,"totalGb":2.81},{"id":"rtx4080-16","label":"RTX 4080 16GB","vramGb":16,"unified":false,"verdict":"fits","headroomGb":13.19,"totalGb":2.81},{"id":"rtx3090-24","label":"RTX 3090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":21.19,"totalGb":2.81},{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":21.19,"totalGb":2.81},{"id":"a100-40","label":"A100 40GB","vramGb":40,"unified":false,"verdict":"fits","headroomGb":37.19,"totalGb":2.81},{"id":"a100-80","label":"A100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":77.19,"totalGb":2.81},{"id":"h100-80","label":"H100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":77.19,"totalGb":2.81},{"id":"apple-m-16","label":"Apple M-series 16GB (unified)","vramGb":16,"unified":true,"verdict":"fits","headroomGb":13.19,"totalGb":2.81},{"id":"apple-m-32","label":"Apple M-series 32GB (unified)","vramGb":32,"unified":true,"verdict":"fits","headroomGb":29.19,"totalGb":2.81},{"id":"apple-m-64","label":"Apple M-series 64GB (unified)","vramGb":64,"unified":true,"verdict":"fits","headroomGb":61.19,"totalGb":2.81},{"id":"apple-m-128","label":"Apple M-series 128GB (unified)","vramGb":128,"unified":true,"verdict":"fits","headroomGb":125.19,"totalGb":2.81},{"id":"cpu-ram-32","label":"CPU / 32GB system RAM","vramGb":32,"unified":true,"verdict":"fits","headroomGb":29.19,"totalGb":2.81},{"id":"cpu-ram-64","label":"CPU / 64GB system RAM","vramGb":64,"unified":true,"verdict":"fits","headroomGb":61.19,"totalGb":2.81}],"target":{"id":"a100-80","label":"A100 80GB","vramGb":80,"maxCtx":322048},"whatIf":[{"quant":"q2_k","bytesPerParam":0.33,"weightsGb":13.2,"totalGb":16.27,"verdict":"fits","headroomGb":63.73},{"quant":"q3_k_m","bytesPerParam":0.44,"weightsGb":17.6,"totalGb":21.02,"verdict":"fits","headroomGb":58.98},{"quant":"q4_k_m","bytesPerParam":0.57,"weightsGb":22.8,"totalGb":26.64,"verdict":"fits","headroomGb":53.36},{"quant":"q5_k_m","bytesPerParam":0.69,"weightsGb":27.6,"totalGb":31.82,"verdict":"fits","headroomGb":48.18},{"quant":"q6_k","bytesPerParam":0.82,"weightsGb":32.8,"totalGb":37.44,"verdict":"fits","headroomGb":42.56},{"quant":"q8_0","bytesPerParam":1.06,"weightsGb":42.4,"totalGb":47.81,"verdict":"fits","headroomGb":32.19},{"quant":"f16","bytesPerParam":2,"weightsGb":80,"totalGb":88.41,"verdict":"no","headroomGb":-8.41}],"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."]}