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---
base_model: unsloth/llama-3.2-3b-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
- synthetic-data
license: apache-2.0
language:
- en
datasets:
- 1rsh/SPInO-ParkinsonsDiseaseQA
widget:
- text: What is the effect of alpha-synuclein on microglia?
model-index:
- name: Llama 3.2 3B | Parkinson's Disease
results:
- task:
type: question-answering
name: Question Answering
dataset:
name: 1rsh/SPInO-ParkinsonsDiseaseQA
type: 1rsh/SPInO-ParkinsonsDiseaseQA
split: test
metrics:
- type: rouge
value: 0.432
name: ROUGE-1
- task:
type: question-answering
name: Question Answering
dataset:
name: 1rsh/SPInO-ParkinsonsDiseaseQA
type: 1rsh/SPInO-ParkinsonsDiseaseQA
split: test
metrics:
- type: rouge
value: 0.253
name: ROUGE-2
- task:
type: question-answering
name: Question Answering
dataset:
name: 1rsh/SPInO-ParkinsonsDiseaseQA
type: 1rsh/SPInO-ParkinsonsDiseaseQA
split: test
metrics:
- type: rouge
value: 0.372
name: ROUGE-L
- task:
type: question-answering
name: Question Answering
dataset:
name: 1rsh/SPInO-ParkinsonsDiseaseQA
type: 1rsh/SPInO-ParkinsonsDiseaseQA
split: test
metrics:
- type: meteor
value: 0.386
name: METEOR
pipeline_tag: question-answering
---
# Uploaded model
- **Developed by:** 1rsh
- **License:** apache-2.0
- **Finetuned from model :** unsloth/llama-3.2-3b-bnb-4bit
- **Finetuned using:** 1rsh/SPInO-ParkinsonsDiseaseQA
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
This model has significantly better performance over base `unsloth/Llama-3.2-3B`!
```
relative_performance =
{
'ROUGE-1': 1.510526033477611,
'ROUGE-2': 1.9383727599984661,
'ROUGE-L': 1.6544738302783082,
'METEOR': 1.1253973831879713
}
``` |