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Model: ajibawa-2023/Code-Llama-3-8B Source: Original Platform
2026-05-23 10:19:18 +08:00
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+---
+license: llama3
+datasets:
+- ajibawa-2023/Code-290k-ShareGPT
+- m-a-p/CodeFeedback-Filtered-Instruction
+- m-a-p/Code-Feedback
+- microsoft/orca-math-word-problems-200k
+language:
+- en
+tags:
+- code
+- Python
+- Cpp
+- PHP
+- JS
+- Java
+- Rust
+- Ruby
+- SQL
+- MySql
+- R
+- Julia
+---
+
+**Code-Llama-3-8B**
+
+
+This Model is trained on refined version of my dataset [Code-290k-ShareGPT](https://huggingface.co/datasets/ajibawa-2023/Code-290k-ShareGPT).
+
+Besides this it is trained on following datasets:
+
+[Code-Feedback](https://huggingface.co/datasets/m-a-p/Code-Feedback)
+
+[orca-math-word-problems-200k](https://huggingface.co/datasets/microsoft/orca-math-word-problems-200k)
+
+[CodeFeedback-Filtered-Instruction](https://huggingface.co/datasets/m-a-p/CodeFeedback-Filtered-Instruction)
+
+The idea was to check how this Model will perform with both Code & Maths datasets. This model is very good with Coding. 
+Maths outputs are also very good. You can test out this model.
+
+It is very very good in Code generation in various languages such as **Python, Java, JavaScript, GO, C++, Rust, Ruby, Sql, MySql, R, Julia, Haskell**, etc.. 
+This model will also generate detailed explanation/logic behind each code. 
+
+This Model is trained on massive datasets so the results are very good. You can check the Examples given below.
+
+I have used ChatML prompt format.
+
+This is Fully Finetuned Model. 
+
+**GGUF & Exllama**
+
+GGUF: [Link](https://huggingface.co/bartowski/Code-Llama-3-8B-GGUF)
+
+Exllama v2: [Link](https://huggingface.co/bartowski/Code-Llama-3-8B-exl2)
+
+Special Thanks to [Bartowski](https://huggingface.co/bartowski) for quantizing this model.
+
+
+**Training:**
+
+Entire dataset was trained on 4 x A100 80GB. For 2 epoch, training took more than 160 Hours. Axolotl & Deepspeed codebase was used for training purpose.
+Entire data is trained on Llama-3-8B by Meta.
+
+**Example Prompt:**
+This model uses **ChatML** prompt format.
+
+```
+<|im_start|>system
+You are a helpful Coding assistant.<|im_end|>
+<|im_start|>user
+{prompt}<|im_end|>
+<|im_start|>assistant
+
+```
+You can modify above Prompt as per your requirement.
+One example will be: 
+```
+This is a conversation with your helpful Coding assistant. Assistant can generate Code in various Programming Languages along with necessary explanation.
+``` 
+I want to say special Thanks to the Open Source community for helping & guiding me to better understand the AI/Model development.
+
+Thank you for your love & support.
+
+
+**Example Output**
+
+Example 1
+
+
+![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64aea8ff67511bd3d965697b/KJpeOSl9CHaBSqAp09iG5.jpeg)
+
+Example 2
+
+
+![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64aea8ff67511bd3d965697b/XYnq7bzKSGj4reMr7sYmU.jpeg)
+
+Example 3
+
+
+![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64aea8ff67511bd3d965697b/bdJZvHtrG7cSBKXOEbHa2.jpeg)
+
+Example 4
+
+
+![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64aea8ff67511bd3d965697b/xViwKIT3laev5F9xZbs3-.jpeg)
+
+Example 5
+
+
+![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/64aea8ff67511bd3d965697b/O33l9tj93EVDPE34Q7ZHY.jpeg)