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Latest Developer Experiences

Challenges of implementing Transformers in PyTorch

Today I was struggling with Exploding Gradients while training a language model. Adding Gradient Clipping at 1.0 mostly solved the issue. Uploaded the codes to my GitHub...

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Memory Optimization in LLM Fine-tuning

For those with limited hardware resources, I highly recommend using the LoRA technique and 8-bit quantization. My VRAM usage went from 24GB down to 8GB!

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