LeanAI/llama-2-7b-emw-2

Model Card for Model ID

Model Description

Developed by: LeanAI

Model type: text-generation

Finetuned from model: Trelis/Llama-2-7b-chat-hf-sharded-bf16

Model Sources: Llama-2-7b

Licensing and Usage

Llama 2 license

This model is bound by the license & usage restrictions of the original Llama-2 model. And comes with no warranty or gurantees of any kind.

Dataset

The dataset used for training this model: https://www.kaggle.com/datasets/linkanjarad/coding-problems-and-solution-python-code

Training procedure

The following bitsandbytes quantization config was used during training:

• quant_method: bitsandbytes
• load_in_8bit: False
• load_in_4bit: True
• llm_int8_threshold: 6.0
• llm_int8_skip_modules: None
• llm_int8_enable_fp32_cpu_offload: False
• llm_int8_has_fp16_weight: False
• bnb_4bit_quant_type: nf4
• bnb_4bit_use_double_quant: True
• bnb_4bit_compute_dtype: float16

Framework versions

• PEFT 0.6.0.dev0