llama-3-8b-gpt-4o

Uploaded model

• Developed by: ruslandev
• License: apache-2.0
• Finetuned from model : unsloth/llama-3-8b-bnb-4bit

This model is finetuned on ruslandev/tagengo-subset-gpt-4o dataset. Please note - this model has been created for educational purposes and it needs further training/fine tuning.

How to use

I recommend using my framework gptchain.

git clone https://github.com/RuslanPeresy/gptchain.git
cd gptchain
pip install -r requirements-train.txt
python gptchain.py chat -m ruslandev/llama-3-8b-gpt-4o \
	--chatml true \
	-q '[{"from": "human", "value": "Из чего состоит нейронная сеть?"}]'

Training

gptchain framework has been used for training.

python gptchain.py train -m unsloth/llama-3-8b-bnb-4bit \
    -dn tagengo_subset_gpt4o \
    -sp checkpoints/llama-3-8b-gpt-4o \
    -hf llama-3-8b-gpt-4o \
    --num-epochs 3

Training hyperparameters

• learning_rate: 2e-4
• seed: 3407
• gradient_accumulation_steps: 4
• per_device_train_batch_size: 2
• optimizer: adamw_8bit
• lr_scheduler_type: linear
• warmup_steps: 5
• num_train_epochs: 3
• weight_decay: 0.01

Training results

wandb report

<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>