README.md

metadata

language:
  - en
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - llama
  - trl
base_model: unsloth/llama-3-8b-Instruct-bnb-4bit
pipeline_tag: text-generation
datasets:
  - LimYeri/LeetCode_Python_Solutions

Uploaded model

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

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

Training Setting

The following hyperparameters are used during SFT:

• num_epochs: 3
• learning_rate: 1e-4
• max_seq_length: None
• optimizer: adamw_8bit
• lr_scheduler_type: linear
• warmup_ratio: 0.03
• weight_decay: 0.01
• lora_rank: 16
• lora_alpha: 16
• lora_dropout: 0
• gradient_checkpointing: true
• fp16: not is_bfloat16_supported()
• bf16: is_bfloat16_supported()