INT4 vs INT8 vs FP8 on Edge NPUs: The 2026 Quantization Trade-off Posted by By MPRAUTO MPRAUTO August 13, 2026Posted inAINo Comments INT4, INT8, and FP8 quantization compared on edge NPUs in 2026: accuracy loss, latency, and memory trade-offs for vision and LLM workloads.
FP8 vs INT8 vs INT4 LLM Quantization Benchmark (2026) Posted by By MPRAUTO MPRAUTO June 8, 2026Posted inAINo Comments A 2026 LLM quantization benchmark comparing FP8, INT8, and INT4: accuracy retention, throughput, memory, and when each precision is the right call.