tiny_starcoder
Python examples using the bigcode/tiny_starcoder_py 159M model to generate code (by the-crypt-keeper)
CodeGenerator
The CodeGenerator class utilizes the StarCoder LLM (Language Model) as the underlying model for code generation. (by JaySandoz)
| tiny_starcoder | CodeGenerator | |
|---|---|---|
| 4 | 1 | |
| 43 | 4 | |
| - | - | |
| 2.7 | 3.5 | |
| 12 months ago | about 1 year ago | |
| Python | Python | |
| - | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
tiny_starcoder
Posts with mentions or reviews of tiny_starcoder.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-04.
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Opinion: I wish some of us would focus on smaller (and diverse) models
Usage Examples - https://github.com/the-crypt-keeper/tiny_starcoder
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BigCode's StarCoder & StarCoder Plus; HuggingfaceH4's StarChat Beta
You have to prompt starcoder with fill-in-the-middle or another style it's been trained on: https://github.com/the-crypt-keeper/tiny_starcoder
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Let's be honest: none of the models can code well
"Fill in the middle" prompting for code is what I think you mean by "coding in diffs" and is super neat! I have some examples here: https://github.com/the-crypt-keeper/tiny_starcoder
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bigcode/tiny_starcoder_py is a 159M parameter model that runs on 2GB GPU and can generate python code
The examples on the huggingface page are both incomplete and incorrect, check out https://github.com/the-crypt-keeper/tiny_starcoder for a fully working example of the 4 supporting prompting styles.. the infill capability is especially interesting IMO.
CodeGenerator
Posts with mentions or reviews of CodeGenerator.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-27.
What are some alternatives?
When comparing tiny_starcoder and CodeGenerator you can also consider the following projects:
streamdeck-ohs - Stream Deck: OpenHardwareMonitor Plugin
santacoder-finetuning - Fine-tune SantaCoder for Code/Text Generation.
walter - AI-powered software development assistant built right into GitHub so it can act as your junior developer.
supercharger - Supercharge Open-Source AI Models
TermGPT - Giving LLMs like GPT-4 the ability to plan and execute terminal commands
developer - the first library to let you embed a developer agent in your own app!