
Prepare and structure your dataset for AI fine-tuning
Delivery in
4 days
- Views 5
Amount of days required to complete work for this Offer as set by the freelancer.
Rating of the Offer as calculated from other buyers' reviews.
Average time for the freelancer to first reply on the workstream after purchase or contact on this Offer.
What you get with this Offer
Clean, well-structured data is what makes a fine-tuned model actually work.
ATTENTION
Your data is messy, inconsistent and in the wrong format, so training runs fail or give weak results.
INTEREST
I clean, label and structure your examples into a fine-tuning-ready dataset, with quality checks and a clear format guide.
DESIRE
What you get:
- Cleaning and deduplication
- Formatting to JSONL or your required format
- Up to 500 examples structured
- Quality check report
- Train and validation split
Who it's for: AI builders, startups and teams preparing to fine-tune a language model.
Tools: Python, spreadsheets, data cleaning scripts and AI-assisted labeling.
ACTION
Click Buy now to start, or message me first with a few details and I will confirm the plan within the hour.
ATTENTION
Your data is messy, inconsistent and in the wrong format, so training runs fail or give weak results.
INTEREST
I clean, label and structure your examples into a fine-tuning-ready dataset, with quality checks and a clear format guide.
DESIRE
What you get:
- Cleaning and deduplication
- Formatting to JSONL or your required format
- Up to 500 examples structured
- Quality check report
- Train and validation split
Who it's for: AI builders, startups and teams preparing to fine-tune a language model.
Tools: Python, spreadsheets, data cleaning scripts and AI-assisted labeling.
ACTION
Click Buy now to start, or message me first with a few details and I will confirm the plan within the hour.
Get more with Offer Add-ons
-
I can add 500 more examples
Additional 2 working days
+$94 -
I can add synthetic example generation
Additional 2 working days
+$80 -
I can add an evaluation set
Additional 1 working day
+$54
What the Freelancer needs to start the work
Your raw data, the goal of the model, the target format and a few examples of ideal outputs.
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