replit-code-v1-3b - Replit Code V1 3B
A 2.7B Causal Language Model focused on Code Completion, trained on a mixture of 20 different languages, including Java, JavaScript, Python, and others.
replit-code-v1-3b Product Information
What is replit-code-v1-3b?
The Replit Code V1 3B model is powered by state-of-the-art LLM techniques and is intended for foundational model use with commercial fine-tuning. However, users should exercise caution due to potential inclusion of offensive or inappropriate content in the training dataset. The model is licensed under the Creative Commons license (CC BY-SA-4.0) for the checkpoint and vocabulary file and Apache 2.0 license for source code files.
How to Use replit-code-v1-3b?
To load the model, install the latest versions of dependencies einops, sentencepiece, torch, and transformers. Then, the model can be loaded and used for code generation and optimizing implementation of FlashAttention on GPUs with BF16 precision. A custom SentencePiece Unigram tokenizer can be used for code generation and decoding.
Core Features of replit-code-v1-3b
- Code Completion
- Fine-Tuning Capability
- Custom Tokenizer
Use Cases of replit-code-v1-3b
- Model Fine-Tuning for Commercial Use
- Code Generation
FAQ about replit-code-v1-3b
How can I use the Replit Code V1 3B model for code generation?
The model can be used for code generation and decoding using the provided custom SentencePiece Unigram tokenizer and the transformers library.
What are the potential limitations of the model?
The pre-training dataset may include offensive or inappropriate content, and users should exercise caution when using the model in production systems. It is not suitable for applications that may cause harm or distress to individuals or groups.
What licensing terms apply to the model?
The model checkpoint and vocabulary file are licensed under the Creative Commons license (CC BY-SA-4.0), while the source code files are licensed under the Apache 2.0 license.
replit-code-v1-3b Badge
Elevate your AiDive Launch with a sleek and customizable badge that complements your site. Choose from three distinct themes (Dark, Light, or Neutral) to perfectly match your website’s style. Easy to embed in your homepage or footer, this badge encourages your community to show their support and boosts engagement effortlessly
How to Install?Click "Copy embed code" and insert it into the source code of your website’s homepage.
