{"schemaVersion":"hugging-bay.fit-check.v1","generatedAt":"2026-07-10T00:06:08.631Z","artifactId":"hf-model-unsloth-qwen2-5-coder-0-5b-bnb-4bit","repo":"unsloth/Qwen2.5-Coder-0.5B-bnb-4bit","webUrl":"https://huggingbay.xyz/artifact/hf-model-unsloth-qwen2-5-coder-0-5b-bnb-4bit","name":"Qwen2.5-Coder-0.5B-bnb-4bit","paramsB":0.5,"activeB":0.5,"quant":"f16","weightFile":null,"fileSizeBytes":1,"ctx":8192,"batch":1,"estimate":{"weightsGb":0,"kvGb":1.48,"overheadGb":0.8,"totalGb":2.28},"gpus":[{"id":"t4-16","label":"NVIDIA T4 16GB (free Colab)","vramGb":16,"unified":false,"verdict":"fits","headroomGb":13.72,"totalGb":2.28},{"id":"l4-24","label":"NVIDIA L4 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":21.72,"totalGb":2.28},{"id":"rtx3060-12","label":"RTX 3060 12GB","vramGb":12,"unified":false,"verdict":"fits","headroomGb":9.72,"totalGb":2.28},{"id":"rtx4080-16","label":"RTX 4080 16GB","vramGb":16,"unified":false,"verdict":"fits","headroomGb":13.72,"totalGb":2.28},{"id":"rtx3090-24","label":"RTX 3090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":21.72,"totalGb":2.28},{"id":"rtx4090-24","label":"RTX 4090 24GB","vramGb":24,"unified":false,"verdict":"fits","headroomGb":21.72,"totalGb":2.28},{"id":"a100-40","label":"A100 40GB","vramGb":40,"unified":false,"verdict":"fits","headroomGb":37.72,"totalGb":2.28},{"id":"a100-80","label":"A100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":77.72,"totalGb":2.28},{"id":"h100-80","label":"H100 80GB","vramGb":80,"unified":false,"verdict":"fits","headroomGb":77.72,"totalGb":2.28},{"id":"apple-m-16","label":"Apple M-series 16GB (unified)","vramGb":16,"unified":true,"verdict":"fits","headroomGb":13.72,"totalGb":2.28},{"id":"apple-m-32","label":"Apple M-series 32GB (unified)","vramGb":32,"unified":true,"verdict":"fits","headroomGb":29.72,"totalGb":2.28},{"id":"apple-m-64","label":"Apple M-series 64GB (unified)","vramGb":64,"unified":true,"verdict":"fits","headroomGb":61.72,"totalGb":2.28},{"id":"apple-m-128","label":"Apple M-series 128GB (unified)","vramGb":128,"unified":true,"verdict":"fits","headroomGb":125.72,"totalGb":2.28},{"id":"cpu-ram-32","label":"CPU / 32GB system RAM","vramGb":32,"unified":true,"verdict":"fits","headroomGb":29.72,"totalGb":2.28},{"id":"cpu-ram-64","label":"CPU / 64GB system RAM","vramGb":64,"unified":true,"verdict":"fits","headroomGb":61.72,"totalGb":2.28}],"target":{"id":"a100-80","label":"A100 80GB","vramGb":80,"maxCtx":439296},"whatIf":[{"quant":"q2_k","bytesPerParam":0.33,"weightsGb":0.17,"totalGb":2.44,"verdict":"fits","headroomGb":77.56},{"quant":"q3_k_m","bytesPerParam":0.44,"weightsGb":0.22,"totalGb":2.5,"verdict":"fits","headroomGb":77.5},{"quant":"q4_k_m","bytesPerParam":0.57,"weightsGb":0.28,"totalGb":2.56,"verdict":"fits","headroomGb":77.44},{"quant":"q5_k_m","bytesPerParam":0.69,"weightsGb":0.35,"totalGb":2.62,"verdict":"fits","headroomGb":77.38},{"quant":"q6_k","bytesPerParam":0.82,"weightsGb":0.41,"totalGb":2.69,"verdict":"fits","headroomGb":77.31},{"quant":"q8_0","bytesPerParam":1.06,"weightsGb":0.53,"totalGb":2.81,"verdict":"fits","headroomGb":77.19},{"quant":"f16","bytesPerParam":2,"weightsGb":1,"totalGb":3.28,"verdict":"fits","headroomGb":76.72}],"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."]}