Last updated 03-26-2024
Category:
Reviews:
Join thousands of AI enthusiasts in the World of AI!
replit-code
Discover Replit's replit-code-v1-3b, a powerful 2.7B Causal Language Model dedicated to code completion available on Hugging Face's model hub. This groundbreaking model is trained on a diverse mix of 20 programming languages and boasts advanced features like Flash Attention and AliBi positional embeddings to ensure speed and accuracy. Ideal for developers seeking to fine-tune the model for various applications without commercial restrictions, replit-code-v1-3b comes with a comprehensive guide for usage and is bound by a CC BY-SA 4.0 license. Join the journey to democratize AI with this open-source tool that boasts 710 likes and community support for any questions.
-
Model Specifications: 2.
-
7B Causal Language Model focusing on 20 programming languages for code completion.
-
Intended Use: Open for anyone to use as a foundational model for application-specific fine-tuning with minimal commercial restrictions.
-
Advanced LLM Techniques: Incorporates Flash Attention, AliBi positional embeddings, LionW optimizer, etc.
-
User-Friendly Guides: Detailed instructions on installation, usage, tokenization, and generation provided for users.
-
License and Credit: Model and vocabulary are licensed under CC BY-SA 4.
-
0, ensuring users give credit, share alike, and note any modifications.
1) What is replit-code-v1-3b?
eplit-code-v1-3b is a large causal language model with 2.
7
parameters designed for code completion, supporting a wide range of programming languages.
2) What dataset is replit-code-v1-3b trained on and what languages does it support?
he model is trained on the Stack Dedup v1.
2
dataset and includes languages such as Java, Python, JavaScript, C++, and many more.
3) Can replit-code-v1-3b be used for commercial purposes?
es, Replit intends for this model to be used as a foundational model for application-specific fine-tuning without strict limitations on commercial use.
4) What is the licensing for the replit-code-v1-3b model?
he model checkpoint and vocabulary file are licensed under the Creative Commons license (CC BY-SA-4.
0
.
ource code files are under the Apache 2.
0
license.
5) What dependencies are required to use replit-code-v1-3b?
ou need to install einops, sentencepiece, torch, and transformers libraries to use the model.
he setup guide provides detaile.