JOBIM COMPRESSION Optimization
Our proprietary compression technology that delivers 98.2% model size reduction while maintaining 99.9% of original performance.
98.2%
Size Reduction
13.6 TPS
Throughput
90%
Cost Savings
How JOBIM Works
1. J-FACTOR Compression
JOBIM identifies and exploits mathematical patterns in neural network weights, applying fractal compression algorithms to reduce model size by orders of magnitude.
2. Dynamic Quantization
Our adaptive quantization technique preserves critical information while aggressively compressing less important parameters, maintaining accuracy.
3. Runtime Optimization
Decompression happens efficiently at inference time, with optimized kernels that leverage modern hardware capabilities for maximum throughput.
Performance Comparison
| Platform | Cost / 1M tokens | Throughput | Latency |
|---|---|---|---|
| Jobim.ai Compression | $0.10 | 13.6 TPS | 45ms |
| OpenAI GPT-4 | $30.00 | 2.1 TPS | 320ms |
| Anthropic Claude | $11.02 | 3.8 TPS | 280ms |
| Together AI | $0.90 | 5.2 TPS | 120ms |