---
base_model: unsloth/Meta-Llama-3.1-8B-bnb-4bit
language:
- en
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
- sft
- dpo
license: llama3.1
datasets:
- reciperesearch/dolphin-sft-v0.1-preference
pipeline_tag: text-generation
license_name: llama3
license_link: LICENSE
model_creator: EpistemeAI
quantized_by: EpistemeAI
---

**gguf**:
- q4_k_m
- 16-bit


This model is based on Meta Llama 3.1 8b, and is governed by the Llama 3.1 license.

Fine-tune using ORPO

## Training Details

### Training Data

- dataset: reciperesearch/dolphin-sft-v0.1-preference

### Training Procedure
ORPO techniques


#### Training Hyperparameters

- **Training regime:** {{ training_regime | default("[More Information Needed]", true)}} <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->



TrainOutput(global_step=30, training_loss=4.25380277633667, metrics={'train_runtime': 679.3467, 'train_samples_per_second': 0.353, 'train_steps_per_second': 0.044, 'total_flos': 0.0, 'train_loss': 4.25380277633667, 'epoch': 0.015})