Text Generation
Transformers
Safetensors
English
mistral
text-generation-inference
unsloth
trl
sft
conversational
Inference Endpoints
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---
base_model: mistralai/Mistral-Nemo-Base-2407
language:
- en
license: apache-2.0
tags:
- text-generation-inference
- transformers
- unsloth
- mistral
- trl
- sft
---
LoRA trained in 4-bit with 8k context using [mistralai/Mistral-Nemo-Base-2407](https://huggingface.co/mistralai/Mistral-Nemo-Base-2407/) as the base model for 1 epoch.

Dataset used is [mpasila/LimaRP-PIPPA-Mix-8K-Context](https://huggingface.co/datasets/mpasila/LimaRP-PIPPA-Mix-8K-Context) which was made using [grimulkan/LimaRP-augmented](https://huggingface.co/datasets/grimulkan/LimaRP-augmented) and [KaraKaraWitch/PIPPA-ShareGPT-formatted](https://huggingface.co/datasets/KaraKaraWitch/PIPPA-ShareGPT-formatted).

Merged from this LoRA: [mpasila/Mistral-LiPPA-LoRA-12B](https://huggingface.co/mpasila/Mistral-LiPPA-LoRA-12B)

So uhh it does kinda work, maybe not the best datasets but uhh it's something.

### Prompt format: Llama 3 Instruct

Unsloth changed assistant to gpt and user to human.

# Uploaded  model

- **Developed by:** mpasila
- **License:** apache-2.0
- **Finetuned from model :** unsloth/mistral-nemo-base-2407-bnb-4bit

This mistral 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)