@cloudwithkarl: Fine-tuning today's models requires a new set of skills, especially when scaling past a single GPU. Frameworks from Unsloth AI and Axolotl are simplifying the process, while FSDP and DeepSpeed are making distributed training more accessible. And this is just the beginning. What are your thoughts on the future of medium-scale ML?

CloudWithKarl
CloudWithKarl
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Sunday 19 January 2025 18:06:10 GMT
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slopaholics
slopaholics :
I agree. the current rate of improvement to resource requirements is not sustainable.
2025-01-21 16:57:04
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tech_doggie
Tom :
I find that the best special purpose AIs are not always bigger. Small models often do very well if you can just distill your data and eliminate noise.
2025-01-21 17:30:54
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