kshabana/GOAT-coder-llama3.1-8b

INTRO

we are happy to announce our frist coding model

Model Card for Model ID

this is a finetune model of llama3.1 that can perform well in coding

• **Developed by: kshabana4ai
• **Funded by no one
• **Shared by kshabana
• **Model type: safetensors and gguf
• **Language(s) English
• License: Apache2.0
• **Finetuned from model llama3.1-instruct

installation

download ollama

ollama run hf.co/kshabana/GOAT-coder-llama3.1-8b:Q4_K_M

Model Sources

https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct

• Dataset Repository:

https://huggingface.co/datasets/Replete-AI/code_bagel

Uses

This model is finetuned specifically for coding and it has a 131072 context lingth.

Bias, Risks, and Limitations

it can some times produce a wrong answers.

Recommendations

NOTE: you shold have lm studio or ollama to use this model

IN LM-STUDIO: it is recommended to use this model with the defult lm-studio configration.

IN OLLAMA: we will be pushing the model soon to ollama.

Training Details

model trained with unsloth.

Training Data

the training dataset that i used: https://huggingface.co/datasets/Replete-AI/code_bagel

IMPORTANT LINKS

OLLAMA: https://ollama.com

LM-STUDIO: https://lmstudio.ai

llama3.1: instruct: https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct

dataset: https://huggingface.co/datasets/Replete-AI/code_bagel

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

kshabana4ai