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Prompt engineering vs fine-tuning: which one do you need?
Tyler Edwards
Tyler Edwards
Tyler Edwards
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Sep 8
Prompt engineering vs fine-tuning: which one do you need?
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llm
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promptengineering
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finetuning
#
ai
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4 min read
Ten fine-tuning mistakes I see students make (and made myself)
PRANJUL RATHOUR
PRANJUL RATHOUR
PRANJUL RATHOUR
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Sep 6
Ten fine-tuning mistakes I see students make (and made myself)
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finetuning
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mistakes
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students
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guide
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3 min read
From adapter to deployment: merging LoRA weights and serving with vLLM or a Space
PRANJUL RATHOUR
PRANJUL RATHOUR
PRANJUL RATHOUR
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Sep 6
From adapter to deployment: merging LoRA weights and serving with vLLM or a Space
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finetuning
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deployment
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vllm
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serving
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3 min read
Validate your dataset before you burn a GPU hour: a checklist
PRANJUL RATHOUR
PRANJUL RATHOUR
PRANJUL RATHOUR
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Sep 6
Validate your dataset before you burn a GPU hour: a checklist
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finetuning
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datasets
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validation
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checklist
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3 min read
Small language models (1B–3B): what they're good for after fine-tuning
PRANJUL RATHOUR
PRANJUL RATHOUR
PRANJUL RATHOUR
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Sep 6
Small language models (1B–3B): what they're good for after fine-tuning
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smallmodels
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finetuning
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llm
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deployment
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3 min read
Instruction tuning vs domain adaptation: two different fine-tuning goals
PRANJUL RATHOUR
PRANJUL RATHOUR