Show & Tell: Phase 59.4 — QuantizedFineTuner Implementation

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Phase 59.4 — QuantizedFineTuner: QLoRA & Mixed-Precision

Share your implementations and benchmarks for the QuantizedFineTuner component.

Topics Welcome

• QLoRA training results on different model sizes
• NF4 vs FP4 quantization comparisons
• GPTQ vs AWQ backend benchmarks
• Memory profiling and optimization techniques
• Paged optimizer performance results
• Flash Attention integration experiences
• CPU offloading strategies for limited GPU memory

Related

• Issue: Phase 59.4: QuantizedFineTuner — QLoRA & Mixed-Precision Adaptation #1117
• Planning: Phase 59 Planning: Parameter-Efficient Fine-Tuning & Adaptation (PEFT) #1113