A Coding Implementation to Compress and Benchmark Instruction-Tuned LLMs with FP8, GPTQ, and SmoothQuant Quantization using llmcompressor
Step-by-step tutorial on compressing instruction-tuned LLMs using llmcompressor with FP8, GPTQ, and SmoothQuant techniques—includes benchmarking latency, throughput, and perplexity tradeoffs across quantization methods with runnable code.
MarkTechPost · 5 min read
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