transformers safetensors code en endpoints_compatible region:us
---
library_name: transformers
tags:
- code
language:
- en
---

# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->



## 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
