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brittlewis12 / stable-code-3b-GGUF
Model's Last Updated: January 21 2024
text-generation
Introduction of stable-code-3b-GGUF
Model Details of stable-code-3b-GGUF
stable-code-3b GGUF
Original model: stable-code-3b Model creator: StabilityAI
This repo contains GGUF format model files for StabilityAI’s stable-code-3b with 16k context.
stable-code-3b is a 2.7B billion parameter decoder-only language model pre-trained on 1.3 trillion tokens of diverse textual and code datasets. stable-code-3b is trained on 18 programming languages (selected based on the 2023 StackOverflow Developer Survey) and demonstrates state-of-the-art performance (compared to models of similar size) on the MultiPL-E metrics across multiple programming languages tested using BigCode's Evaluation Harness.
What is GGUF?
GGUF is a file format for representing AI models. It is the third version of the format, introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp. Converted using llama.cpp build 1897 (revision 2b3a665 )
Prompt template: Completion or Fill-in-Middle
Completion
{{prompt}}
Fill-in-Middle (FIM)
<fim_prefix>{{prefix code}}<fim_suffix>{{suffix code}}<fim_middle>
Example prompt with special prefix, suffix, and middle tokens in context:
<fim_prefix>def fib(n):
<fim_suffix>
else:
return fib(n - 2) + fib(n - 1)
<fim_middle>
Download & run with cnvrs on iPhone, iPad, and Mac!
cnvrs is the best app for private, local AI on your device:
- create & save Characters with custom system prompts & temperature settings
- download and experiment with any GGUF model you can find on HuggingFace !
- make it your own with custom Theme colors
- powered by Metal ⚡️ & Llama.cpp , with haptics during response streaming!
- try it out yourself today, on Testflight !
- follow cnvrs on twitter to stay up to date
Original Model Evaluation
| Model | Size | Python | C++ | Javascript | Java | PHP | Rust |
|---|---|---|---|---|---|---|---|
| Stable Code | 3B | 32.4% | 30.9% | 32.1% | 32.1% | 24.2% | 23.0% |
| CodeLLama | 7B | 30.0% | 28.2% | 32.5% | 31.1% | 25.7% | 26.3% |
| Deepseek Coder | 1.3B | 28.6% | 29.2% | 28.7% | 29.0% | 23.6% | 18.5% |
| Wizard Coder | 3B | 31.6% | 25.6% | 26.2% | 25.8% | 25.3% | 20.4% |
| StarCoder | 3B | 21.6% | 19.8% | 21.5% | 20.5% | 19.0% | 16.9% |
| Replit Code V1.5 | 3B | 23.0% | 25.9% | 26.2% | 23.6% | 23.2% | 21.5% |
| Deci Coder | 1B | 19.1% | 6.8% | 18.4% | 16.7% | 2.1% | 1.7% |
Runs of brittlewis12 stable-code-3b-GGUF on huggingface.co
117
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More Information About stable-code-3b-GGUF huggingface.co Model
Url of stable-code-3b-GGUF
stable-code-3b-GGUF huggingface.co Url
Provider of stable-code-3b-GGUF huggingface.co
Other API from brittlewis12
Updated:May 04 2026
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