File size: 1,137 Bytes
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base_model: unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
license: apache-2.0
language:
- en
---
# Remarks
The model is capable of extracting json output accurately i.e. listing item price as an integer if price is mentioned or "na" if there is no price, it is also able
to handle unclean data inputs outside of the dataset. However, its context outputs are concise and lack further reasoning and does not fully follow the thinking steps
provided from the dataset, such as not implementing item currency from a given price, which led to a lower accuracy extract output but still maintains high quality json
format output.
# Uploaded model
- **Developed by:** fevohh
- **License:** apache-2.0
- **Finetuned from model :** unsloth/Llama-3.2-3B-Instruct-unsloth-bnb-4bit
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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