README.md

metadata

language:
  - en
  - tr
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - mistral
  - trl
  - dpo
  - rlhf
  - turkish
  - llama2
base_model: Trendyol/Trendyol-LLM-7b-chat-v1.0
library_name: adapter-transformers
pipeline_tag: question-answering

Uploaded model

• Developed by: umarigan
• License: apache-2.0
• Finetuned from model : Trendyol/Trendyol-LLM-7b-chat-v1.0

This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.

I used 10k pair of Turkish rlhf dataset.

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-05
• train_batch_size: 2
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 8
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 1

Training results

Framework versions

• PEFT 0.9.0
• Transformers 4.38.2
• Pytorch 2.2.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2