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#finetuning

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Prompt engineering vs fine-tuning: which one do you need?

Prompt engineering vs fine-tuning: which one do you need?

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4 min read
Fine-Tune, Deploy and Use LLM As AI Agent

Fine-Tune, Deploy and Use LLM As AI Agent

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3 min read
Fine-tuning a content-moderation model on a laptop is easy. Trusting the result is not.

Fine-tuning a content-moderation model on a laptop is easy. Trusting the result is not.

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8 min read
How a Dedup Pass Deleted My Training Curriculum

How a Dedup Pass Deleted My Training Curriculum

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6 min read
A generic fine-tuning playbook, written after doing it wrong several times

A generic fine-tuning playbook, written after doing it wrong several times

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6 min read
Teaching a local coding agent from its own mistakes: DPO on a 30B model

Teaching a local coding agent from its own mistakes: DPO on a 30B model

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7 min read
Apex: perché un modello specializzato può battere i “frontier” su React Native

Apex: perché un modello specializzato può battere i “frontier” su React Native

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4 min read
Fine-tuning on a laptop or a free GPU: a VRAM budget walkthrough

Fine-tuning on a laptop or a free GPU: a VRAM budget walkthrough

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3 min read
Small language models (1B–3B): what they're good for after fine-tuning

Small language models (1B–3B): what they're good for after fine-tuning

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3 min read
Ten fine-tuning mistakes I see students make (and made myself)

Ten fine-tuning mistakes I see students make (and made myself)

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3 min read
Instruction tuning vs domain adaptation: two different fine-tuning goals

Instruction tuning vs domain adaptation: two different fine-tuning goals

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3 min read
From adapter to deployment: merging LoRA weights and serving with vLLM or a Space

From adapter to deployment: merging LoRA weights and serving with vLLM or a Space

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3 min read
Validate your dataset before you burn a GPU hour: a checklist

Validate your dataset before you burn a GPU hour: a checklist

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3 min read
How to read a loss curve during fine-tuning (and when to stop)

How to read a loss curve during fine-tuning (and when to stop)

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3 min read
RAG vs fine-tuning: which one your problem actually needs

RAG vs fine-tuning: which one your problem actually needs

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3 min read
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