{"schemaVersion":"hugging-bay.fit-check.v1","generatedAt":"2026-07-10T06:04:16.307Z","artifactId":"hf-model-martyn-mixtral-megamerge-dare-8x7b-v2","repo":"martyn/mixtral-megamerge-dare-8x7b-v2","webUrl":"https://huggingbay.xyz/artifact/hf-model-martyn-mixtral-megamerge-dare-8x7b-v2","name":"mixtral-megamerge-dare-8x7b-v2","paramsB":56,"activeB":14,"quant":"f16","weightFile":null,"fileSizeBytes":1,"ctx":8192,"batch":1,"estimate":{"weightsGb":0,"kvGb":2.68,"overheadGb":0.8,"totalGb":3.48},"gpus":[{"id":"t4-16","label":"NVIDIA T4 16GB (free Colab)","vramGb":16,"unified":false,"verdict":"fits","headroomGb":12.52,"totalGb":3.48},{"id":"l4-24","label":"NVIDIA L4 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":20.52,"totalGb":3.48},{"id":"rtx3060-12","label":"RTX 3060 12GB","vramGb":12,"unified":false,"verdict":"fits","headroomGb":8.52,"totalGb":3.48},{"id":"rtx4080-16","label":"RTX 4080 16GB","vramGb":16,"unified":false,"verdict":"fits","headroomGb":12.52,"totalGb":3.48},{"id":"rtx3090-24","label":"RTX 3090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":20.52,"totalGb":3.48},{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":20.52,"totalGb":3.48},{"id":"a100-40","label":"A100 40GB","vramGb":40,"unified":false,"verdict":"fits","headroomGb":36.52,"totalGb":3.48},{"id":"a100-80","label":"A100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":76.52,"totalGb":3.48},{"id":"h100-80","label":"H100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":76.52,"totalGb":3.48},{"id":"apple-m-16","label":"Apple M-series 16GB (unified)","vramGb":16,"unified":true,"verdict":"fits","headroomGb":12.52,"totalGb":3.48},{"id":"apple-m-32","label":"Apple M-series 32GB (unified)","vramGb":32,"unified":true,"verdict":"fits","headroomGb":28.52,"totalGb":3.48},{"id":"apple-m-64","label":"Apple M-series 64GB (unified)","vramGb":64,"unified":true,"verdict":"fits","headroomGb":60.52,"totalGb":3.48},{"id":"apple-m-128","label":"Apple M-series 128GB (unified)","vramGb":128,"unified":true,"verdict":"fits","headroomGb":124.52,"totalGb":3.48},{"id":"cpu-ram-32","label":"CPU / 32GB system RAM","vramGb":32,"unified":true,"verdict":"fits","headroomGb":28.52,"totalGb":3.48},{"id":"cpu-ram-64","label":"CPU / 64GB system RAM","vramGb":64,"unified":true,"verdict":"fits","headroomGb":60.52,"totalGb":3.48}],"target":{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"maxCtx":70656},"whatIf":[{"quant":"q2_k","bytesPerParam":0.33,"weightsGb":18.48,"totalGb":22.64,"verdict":"tight","headroomGb":1.36},{"quant":"q3_k_m","bytesPerParam":0.44,"weightsGb":24.64,"totalGb":29.3,"verdict":"no","headroomGb":-5.3},{"quant":"q4_k_m","bytesPerParam":0.57,"weightsGb":31.92,"totalGb":37.16,"verdict":"no","headroomGb":-13.16},{"quant":"q5_k_m","bytesPerParam":0.69,"weightsGb":38.64,"totalGb":44.42,"verdict":"no","headroomGb":-20.42},{"quant":"q6_k","bytesPerParam":0.82,"weightsGb":45.92,"totalGb":52.28,"verdict":"no","headroomGb":-28.28},{"quant":"q8_0","bytesPerParam":1.06,"weightsGb":59.36,"totalGb":66.79,"verdict":"no","headroomGb":-42.79},{"quant":"f16","bytesPerParam":2,"weightsGb":112,"totalGb":123.64,"verdict":"no","headroomGb":-99.64}],"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."]}